diff --git a/apps/docs/components/icons.tsx b/apps/docs/components/icons.tsx index a0671051d08..ce31daf14f6 100644 --- a/apps/docs/components/icons.tsx +++ b/apps/docs/components/icons.tsx @@ -3898,6 +3898,138 @@ export const ClaudeIcon = (props: SVGProps) => ( ) +export function AzureDataExplorerIcon(props: SVGProps) { + const id = useId() + const wedgeGradient = `adx_wedge_${id}` + const dashLongGradient = `adx_dash_long_${id}` + const dashTopGradient = `adx_dash_top_${id}` + const dashBottomGradient = `adx_dash_bottom_${id}` + + return ( + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ) +} + export function AzureIcon(props: SVGProps) { const id = useId() const gradient0 = `azure_paint0_${id}` diff --git a/apps/docs/components/ui/icon-mapping.ts b/apps/docs/components/ui/icon-mapping.ts index 05dbf08d9d6..562acb5b0bf 100644 --- a/apps/docs/components/ui/icon-mapping.ts +++ b/apps/docs/components/ui/icon-mapping.ts @@ -22,6 +22,7 @@ import { AshbyIcon, AthenaIcon, AttioIcon, + AzureDataExplorerIcon, AzureIcon, BoxCompanyIcon, BrainIcon, @@ -281,6 +282,7 @@ export const blockTypeToIconMap: Record = { ashby: AshbyIcon, athena: AthenaIcon, attio: AttioIcon, + azure_data_explorer: AzureDataExplorerIcon, azure_devops: AzureIcon, box: BoxCompanyIcon, brandfetch: BrandfetchIcon, diff --git a/apps/docs/content/docs/en/integrations/azure_data_explorer.mdx b/apps/docs/content/docs/en/integrations/azure_data_explorer.mdx new file mode 100644 index 00000000000..2fb9ccae1ff --- /dev/null +++ b/apps/docs/content/docs/en/integrations/azure_data_explorer.mdx @@ -0,0 +1,497 @@ +--- +title: Azure Data Explorer +description: Query and manage Azure Data Explorer (Kusto) clusters with KQL +--- + +import { BlockInfoCard } from "@/components/ui/block-info-card" + + + +{/* MANUAL-CONTENT-START:intro */} +[Azure Data Explorer](https://azure.microsoft.com/products/data-explorer) is Microsoft's analytics service for very large volumes of machine-generated data — logs, metrics, traces, telemetry, and IoT events. It is built for questions asked over billions of rows: you write a query, and it comes back in seconds. The same engine powers Fabric Eventhouse, Azure Monitor, and Application Insights. + +You query it with **KQL** (Kusto Query Language), a pipeline language that reads left to right. Start with a table, then pipe the rows through operators: + +```kusto +StormEvents +| where StartTime > ago(7d) and State == "FLORIDA" +| summarize Events = count() by EventType +| top 10 by Events +``` + +Azure Data Explorer also has a second command family: **management commands**, which all start with a dot (`.show tables`, `.create table`, `.ingest inline`). Queries read data; management commands inspect and change the cluster itself. + +In Sim, this integration gives your agents both halves: + +- **Ask questions of your telemetry** — turn a plain-English question into KQL, run it, and answer with real numbers instead of a guess +- **Discover the data model first** — list databases, tables, and stored functions, read a table's schema, and check its size and row count, so a generated query references columns that actually exist and you know what it will scan +- **Push rows in** — send small batches straight into a table, or materialize a query result into a rollup table with `.set-or-append` +- **Manage tables** — create a table from a column schema, or drop one you no longer need +- **Debug the pipeline** — list ingestion failures with their error codes and root causes, and check the state of a long-running operation +- **Run any management command** — the escape hatch for policies, mappings, and anything else on the control plane + +Authentication uses a **Microsoft Entra service principal** (an app registration with a tenant ID, client ID, and client secret) rather than an interactive sign-in, so scheduled and unattended workflows keep working without anyone logging in. Grant that principal access to the database with `.add database viewers ('aadapp=;')` — use `viewers` for read-only agents, and `ingestors` or `users` only when a workflow needs to write. + +A few things worth knowing before you build: + +- **Enable Read-only on the Run Query operation** whenever an agent writes its own KQL. It sends the `x-ms-readonly` header, and the cluster then refuses anything that would change data — a cheap guardrail against a generated query doing more than you intended. +- **Results are capped at 10,000 rows.** Every result reports `rowCount`, `totalRowCount`, and `truncated`, so a query that returned more than the cap says so rather than quietly looking complete. Aggregate with `summarize` or bound the query with `take` instead of pulling raw rows. +- **Ingest Rows Inline is for small batches.** It is ideal for tens or hundreds of rows from a workflow run. For continuous or high-volume loading, use Azure Data Explorer's queued or streaming ingestion instead. +- **Ingest From Query defaults to `set-or-append`**, which adds to an existing table. `set-or-replace` discards everything already in the target table — pick it only when you mean to rebuild the rollup from scratch. For a large backfill, turn on the background option and poll Show Operations with the operation ID it returns. +- **Ingest From Query matches columns by position, not by name.** Kusto aligns the query result to the target table on column type and order, so a query that projects the right columns in the wrong order ingests data into the wrong columns without erroring. End the query with an explicit `project` in the table's column order, and confirm with Show Table Schema first. +- **Drop Table is permanent.** It deletes the table and its data. Give an agent the `viewers` role rather than `admins` unless a workflow genuinely needs to change schema. +{/* MANUAL-CONTENT-END */} + + +## Usage Instructions + +Run Kusto Query Language queries against Azure Data Explorer and Fabric Eventhouse clusters, discover databases, tables, and schemas, push small batches of rows inline, and run management commands. Authenticates with a Microsoft Entra service principal using client credentials, so no interactive sign-in is needed. + + + +## Actions + +### Azure Data Explorer Query + +Run a Kusto Query Language (KQL) query against an Azure Data Explorer database and return the primary result table. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | Yes | Database to run the query against | +| `query` | string | Yes | KQL query text \(e.g., StormEvents \| where State == "FLORIDA" \| summarize count\(\) by EventType\) | +| `properties` | json | No | Kusto request properties object, e.g. \{"Options":\{"servertimeout":"00:04:00","queryconsistency":"strongconsistency"\}\} | +| `readOnly` | boolean | No | Send x-ms-readonly so the cluster rejects any request that would change data | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | + +### Azure Data Explorer Management Command + +Run an Azure Data Explorer management command (a control command starting with ".") such as .show, .create, .alter, or .drop. Write commands change cluster state permanently; use the Query operation for reads. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `command` | string | Yes | Management command text, starting with "." \(e.g., .show table Events details\) | +| `database` | string | No | Database context for the command. Required for all commands except cluster-level ones such as .show databases | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | + +### Azure Data Explorer List Databases + +List the databases on an Azure Data Explorer cluster that the service principal can access. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | +| `databases` | array | Database names, read from the DatabaseName column | + +### Azure Data Explorer List Tables + +List the tables in an Azure Data Explorer database, with their folder and docstring. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | Yes | Database whose tables should be listed | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | +| `tables` | array | Table names, read from the TableName column | + +### Azure Data Explorer Show Table Schema + +Read the column schema of an Azure Data Explorer table in CSL form (e.g., "Timestamp:datetime,Level:string"). Use this before writing a KQL query against an unfamiliar table. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | Yes | Database containing the table | +| `table` | string | Yes | Table whose schema should be read | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name of the table | +| `schema` | string | Comma-separated CSL column schema \(name:type\) | +| `databaseName` | string | The table's database | +| `folder` | string | The table's folder | +| `docString` | string | The table's docstring | + +### Azure Data Explorer Show Database Schema + +Read the full schema of an Azure Data Explorer database as a flat list of every table and column, so an agent can discover the data model in one call. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | Yes | Database whose schema should be read | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | + +### Azure Data Explorer Show Table Details + +Read size, row count, hot-cache footprint, and effective policies for a table — or for every table in the database when no table is given. Use it to see how much data a table actually holds before querying it. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | Yes | Database to read table details from | +| `table` | string | No | Table to describe. Omit to describe every table in the database | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | + +### Azure Data Explorer List Functions + +List the stored functions in an Azure Data Explorer database, with their parameters and bodies, so an agent can reuse existing logic instead of rewriting it. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | Yes | Database whose stored functions should be listed | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | +| `functions` | array | Stored function names, read from the Name column | + +### Azure Data Explorer Ingest Inline + +Push rows directly into an Azure Data Explorer table with .ingest inline. Data is parsed as CSV against the table schema unless an ingestion property says otherwise. Intended for small batches — use queued or streaming ingestion for production volumes. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | Yes | Database containing the target table | +| `table` | string | Yes | Table to ingest into. Its schema is the assumed schema for the data | +| `data` | string | Yes | Rows to ingest, one record per line, parsed as CSV by default \(e.g., "Shoes,1000\\nWide Shoes,50"\) | +| `ingestionProperties` | string | No | Ingestion properties clause contents, e.g. format="json", ingestionMappingReference="mymapping" | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | +| `extentIds` | array | Extent IDs created by the ingestion — one per data shard. A single empty or zero-valued ID means no data shard was generated | + +### Azure Data Explorer Ingest From Query + +Materialize the result of a KQL query into a table with .set, .append, .set-or-append, or .set-or-replace. Use this to build rollup or summary tables instead of pushing rows from a workflow. Kusto matches the query result to the target table by column type and position, NOT by column name, so project the columns in exactly the table's order or the data lands in the wrong columns. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | Yes | Database containing the target table | +| `table` | string | Yes | Table to ingest the query result into | +| `mode` | string | No | set \(create, fail if it exists\), append \(add to an existing table\), set-or-append \(default\), or set-or-replace \(replace all data\) | +| `sourceQuery` | string | Yes | KQL query whose result becomes the ingested data \(e.g., LogsTable \| where Level == "Error" \| where Timestamp > ago\(1h\)\). Project the columns in the target table\'s order — matching is positional, not by name | +| `async` | boolean | No | Return immediately with an OperationId and keep ingesting in the background. Check progress with Show Operations | +| `ingestionProperties` | string | No | Optional ingestion properties clause contents, e.g. distributed=true, tags=\"\[''daily''\]\" | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | + +### Azure Data Explorer Create Table + +Create a table in an Azure Data Explorer database from a CSL column schema. Succeeds without changing anything if a table of the same name already exists. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | Yes | Database to create the table in | +| `table` | string | Yes | Name of the table to create | +| `columnSchema` | string | Yes | Comma-separated CSL column schema \(e.g., Timestamp:datetime, Level:string, Count:long\) | +| `tableProperties` | string | No | Optional table properties clause contents, e.g. docstring="Raw logs", folder="Ingest" | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | + +### Azure Data Explorer Drop Table + +Drop a table from an Azure Data Explorer database. This permanently deletes the table and its data, and returns the tables that remain. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | Yes | Database containing the table | +| `table` | string | Yes | Name of the table to drop | +| `ifExists` | boolean | No | Succeed instead of failing when the table does not exist | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | +| `tables` | array | Tables remaining in the database, read from the TableName column | + +### Azure Data Explorer Show Ingestion Failures + +List ingestion failures recorded for a database, with the failing table, error code, root cause detail, and whether the failure is permanent or transient. Failures are retained for 14 days. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | Yes | Database whose ingestion failures should be listed | +| `operationId` | string | No | Limit results to a single ingestion operation ID | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | + +### Azure Data Explorer Show Operations + +Check the state of administrative operations on a cluster, such as an async ingestion. Given an operation ID it returns that operation latest update; with no ID it returns the operations from the last two weeks. + +#### Input + +| Parameter | Type | Required | Description | +| --------- | ---- | -------- | ----------- | +| `clusterUri` | string | Yes | Cluster URI \(e.g., https://mycluster.eastus.kusto.windows.net\) | +| `tenantId` | string | Yes | Microsoft Entra tenant ID hosting the service principal | +| `clientId` | string | Yes | Microsoft Entra application \(client\) ID | +| `clientSecret` | string | Yes | Microsoft Entra application client secret | +| `resource` | string | No | Token audience override. Defaults to the cluster URI itself | +| `database` | string | No | Database context for the command | +| `operationId` | string | No | Operation ID to check, e.g. the ID returned by an async ingestion | + +#### Output + +| Parameter | Type | Description | +| --------- | ---- | ----------- | +| `tableName` | string | Name Kusto assigned to the returned result table | +| `columns` | array | Column metadata for the result table | +| ↳ `name` | string | Column name | +| ↳ `type` | string | Kusto scalar type | +| ↳ `dataType` | string | Approximate .NET type | +| `rows` | array | Result rows as positional arrays matching the columns order | +| `records` | array | Result rows keyed by column name | +| `rowCount` | number | Rows carried in this result, after the row cap | +| `totalRowCount` | number | Rows Kusto returned, before the row cap was applied | +| `truncated` | boolean | Whether rows were dropped to stay within the row cap — narrow the query if true | + + diff --git a/apps/docs/content/docs/en/integrations/meta.json b/apps/docs/content/docs/en/integrations/meta.json index 2305c2f4012..d1f48fc83d7 100644 --- a/apps/docs/content/docs/en/integrations/meta.json +++ b/apps/docs/content/docs/en/integrations/meta.json @@ -22,6 +22,7 @@ "atlassian-service-account", "attio", "attio-service-account", + "azure_data_explorer", "azure_devops", "box", "box-service-account", diff --git a/apps/docs/content/docs/en/integrations/table.mdx b/apps/docs/content/docs/en/integrations/table.mdx index 20761d52ffe..1c2c8ec4239 100644 --- a/apps/docs/content/docs/en/integrations/table.mdx +++ b/apps/docs/content/docs/en/integrations/table.mdx @@ -226,6 +226,7 @@ Query rows from a table with filtering, sorting, and pagination | `totalCount` | number | Total rows matching filter | | `limit` | number | Limit used in query | | `offset` | number | Offset used in query | +| `nextCursor` | string | Non-null when more rows match past this page. A page can end early at the byte budget, so this — not a short rowCount — is what says whether more remain. To page, advance offset by rowCount and stop when this is null. | ### Get Row diff --git a/apps/sim/app/api/tools/azure_data_explorer/proxy/route.test.ts b/apps/sim/app/api/tools/azure_data_explorer/proxy/route.test.ts new file mode 100644 index 00000000000..010a68a239b --- /dev/null +++ b/apps/sim/app/api/tools/azure_data_explorer/proxy/route.test.ts @@ -0,0 +1,321 @@ +/** + * @vitest-environment node + */ +import { createMockRequest, hybridAuthMockFns } from '@sim/testing' +import { beforeEach, describe, expect, it, vi } from 'vitest' +import { PayloadSizeLimitError } from '@/lib/core/utils/stream-limits' + +const { mockSecureFetch, MOCK_MAX_JSON_BYTES } = vi.hoisted(() => ({ + mockSecureFetch: vi.fn(), + MOCK_MAX_JSON_BYTES: 10 * 1024 * 1024, +})) + +vi.mock('@/lib/core/security/input-validation.server', () => ({ + secureFetchWithValidation: mockSecureFetch, + MAX_JSON_API_RESPONSE_BYTES: MOCK_MAX_JSON_BYTES, +})) + +import { POST } from '@/app/api/tools/azure_data_explorer/proxy/route' + +const baseBody = { + clusterUri: 'https://mycluster.eastus.kusto.windows.net', + tenantId: 'tenant-1', + clientId: 'client-1', + clientSecret: 'secret-1', + endpoint: 'query', + database: 'Samples', + csl: 'print Test="Hello, World!"', +} + +function jsonResponse(body: unknown, status = 200) { + return { + ok: status >= 200 && status < 300, + status, + headers: new Headers(), + json: async () => body, + text: async () => JSON.stringify(body), + } +} + +/** Queues the Entra token response, then the cluster response. */ +function mockCluster(clusterBody: unknown, status = 200) { + mockSecureFetch.mockReset() + mockSecureFetch + .mockResolvedValueOnce(jsonResponse({ access_token: 'token-1', expires_in: 3600 })) + .mockResolvedValueOnce(jsonResponse(clusterBody, status)) +} + +let secretCounter = 0 + +/** + * The route caches Entra tokens per credential, so every test needs its own + * secret to exercise the token fetch rather than a warm cache entry. + */ +function post(body: Record) { + secretCounter += 1 + return POST( + createMockRequest('POST', { ...body, clientSecret: `secret-${secretCounter}` }) as never, + undefined as never + ) +} + +/** + * A v1 query answer. The primary result deliberately is NOT the first table, so + * a reader that ignores the table of contents picks the wrong one. + */ +function queryResponse(options: { severity: number; statusDescription: string }) { + return { + Tables: [ + { + TableName: 'Table_0', + Columns: [{ ColumnName: 'Value', DataType: 'String', ColumnType: 'string' }], + Rows: [['{"Visualization":null}']], + }, + { + TableName: 'Table_1', + Columns: [{ ColumnName: 'Test', DataType: 'String', ColumnType: 'string' }], + Rows: [['Hello, World!']], + }, + { + TableName: 'Table_2', + Columns: [ + { ColumnName: 'Severity', DataType: 'Int32', ColumnType: 'int' }, + { ColumnName: 'StatusCode', DataType: 'Int32', ColumnType: 'int' }, + { ColumnName: 'StatusDescription', DataType: 'String', ColumnType: 'string' }, + ], + Rows: [[options.severity, 0, options.statusDescription]], + }, + { + TableName: 'Table_3', + Columns: [ + { ColumnName: 'Ordinal', DataType: 'Int64', ColumnType: 'long' }, + { ColumnName: 'Kind', DataType: 'String', ColumnType: 'string' }, + { ColumnName: 'Name', DataType: 'String', ColumnType: 'string' }, + ], + Rows: [ + [0, 'QueryProperties', '@ExtendedProperties'], + [1, 'QueryResult', 'PrimaryResult'], + [2, 'QueryStatus', 'QueryStatus'], + ], + }, + ], + } +} + +describe('POST /api/tools/azure_data_explorer/proxy', () => { + beforeEach(() => { + vi.clearAllMocks() + hybridAuthMockFns.mockCheckInternalAuth.mockResolvedValue({ success: true, userId: 'user-1' }) + }) + + it('returns the primary result table named by the table of contents', async () => { + mockCluster(queryResponse({ severity: 4, statusDescription: 'Query completed successfully' })) + + const response = await post(baseBody) + const data = await response.json() + + expect(response.status).toBe(200) + expect(data.success).toBe(true) + expect(data.output.tableName).toBe('Table_1') + expect(data.output.columns).toEqual([{ name: 'Test', type: 'string', dataType: 'String' }]) + expect(data.output.rows).toEqual([['Hello, World!']]) + expect(data.output.records).toEqual([{ Test: 'Hello, World!' }]) + expect(data.output.rowCount).toBe(1) + }) + + it('reports a partial query failure even though the cluster answered 200', async () => { + mockCluster(queryResponse({ severity: 2, statusDescription: 'Query execution has exceeded' })) + + const response = await post(baseBody) + const data = await response.json() + + expect(response.status).toBe(400) + expect(data.success).toBe(false) + expect(data.error).toBe('Query execution has exceeded') + }) + + it('does not mistake a result column named Severity for a failed query', async () => { + const shadowed = queryResponse({ + severity: 4, + statusDescription: 'Query completed successfully', + }) + shadowed.Tables[1] = { + TableName: 'Table_1', + Columns: [ + { ColumnName: 'Severity', DataType: 'Int32', ColumnType: 'int' }, + { ColumnName: 'StatusDescription', DataType: 'String', ColumnType: 'string' }, + ], + Rows: [[1, 'disk almost full']], + } + mockCluster(shadowed) + + const response = await post(baseBody) + const data = await response.json() + + expect(response.status).toBe(200) + expect(data.success).toBe(true) + expect(data.output.records).toEqual([{ Severity: 1, StatusDescription: 'disk almost full' }]) + }) + + it('returns the first table for a management command, which has no table of contents', async () => { + mockCluster({ + Tables: [ + { + TableName: 'Table_0', + Columns: [{ ColumnName: 'TableName', DataType: 'String', ColumnType: 'string' }], + Rows: [['StormEvents'], ['Logs']], + }, + ], + }) + + const response = await post({ ...baseBody, endpoint: 'mgmt', csl: '.show tables' }) + const data = await response.json() + + expect(data.output.records).toEqual([{ TableName: 'StormEvents' }, { TableName: 'Logs' }]) + }) + + it('sends the KQL request to the cluster with a bearer token and read-only header', async () => { + mockCluster(queryResponse({ severity: 4, statusDescription: 'Query completed successfully' })) + + await post({ ...baseBody, readOnly: true }) + + const [url, options] = mockSecureFetch.mock.calls[1] + expect(url).toBe('https://mycluster.eastus.kusto.windows.net/v1/rest/query') + expect(options.headers.Authorization).toBe('Bearer token-1') + expect(options.headers['x-ms-readonly']).toBe('true') + expect(JSON.parse(options.body)).toEqual({ db: 'Samples', csl: baseBody.csl }) + }) + + it('requests an Entra token audience of the cluster origin by default', async () => { + mockCluster(queryResponse({ severity: 4, statusDescription: 'Query completed successfully' })) + + await post(baseBody) + + const [tokenUrl, tokenOptions] = mockSecureFetch.mock.calls[0] + expect(tokenUrl).toBe('https://login.microsoftonline.com/tenant-1/oauth2/token') + expect(Object.fromEntries(new URLSearchParams(tokenOptions.body))).toEqual({ + grant_type: 'client_credentials', + client_id: 'client-1', + client_secret: `secret-${secretCounter}`, + resource: 'https://mycluster.eastus.kusto.windows.net', + }) + }) + + it.each([ + ['https://c.usgovvirginia.kusto.usgovcloudapi.net', 'https://login.microsoftonline.us'], + ['https://c.chinanorth.kusto.chinacloudapi.cn', 'https://login.partner.microsoftonline.cn'], + ['https://c.eastus.kusto.windows.net', 'https://login.microsoftonline.com'], + ])('authenticates %s against its own cloud Entra authority', async (clusterUri, authority) => { + mockCluster(queryResponse({ severity: 4, statusDescription: 'Query completed successfully' })) + + const response = await post({ ...baseBody, clusterUri, resource: undefined }) + + expect(response.status).toBe(200) + const [tokenUrl] = mockSecureFetch.mock.calls[0] + expect(tokenUrl).toBe(`${authority}/tenant-1/oauth2/token`) + }) + + it('rejects a cluster URI outside the Kusto service domains', async () => { + mockCluster(queryResponse({ severity: 4, statusDescription: 'Query completed successfully' })) + + const response = await post({ ...baseBody, clusterUri: 'https://evil.example.com' }) + const data = await response.json() + + expect(response.status).toBe(400) + expect(data.error).toContain('Azure Data Explorer or Fabric Eventhouse endpoint') + expect(mockSecureFetch).not.toHaveBeenCalled() + }) + + it('surfaces the Kusto error envelope on a failed request', async () => { + mockCluster({ error: { code: 'BadRequest_SyntaxError', message: "Syntax error: 'wher'" } }, 400) + + const response = await post(baseBody) + const data = await response.json() + + expect(response.status).toBe(400) + expect(data.error).toBe("[BadRequest_SyntaxError] Syntax error: 'wher'") + }) + + it('rejects an entity name outside the documented Kusto identifier character set', async () => { + const response = await post({ ...baseBody, database: 'Samples"] | drop table X //' }) + + expect(response.status).toBe(400) + expect(mockSecureFetch).not.toHaveBeenCalled() + }) + + it('accepts an apex token audience, which is the Fabric Eventhouse form', async () => { + mockCluster(queryResponse({ severity: 4, statusDescription: 'Query completed successfully' })) + + const response = await post({ ...baseBody, resource: 'https://kusto.fabric.microsoft.com' }) + + expect(response.status).toBe(200) + const [, tokenOptions] = mockSecureFetch.mock.calls[0] + expect(Object.fromEntries(new URLSearchParams(tokenOptions.body)).resource).toBe( + 'https://kusto.fabric.microsoft.com' + ) + }) + + it('caps the rows it returns and reports what the cluster actually produced', async () => { + const wide = queryResponse({ severity: 4, statusDescription: 'Query completed successfully' }) + wide.Tables[1].Rows = Array.from({ length: 10_050 }, (_, i) => [`row-${i}`]) + mockCluster(wide) + + const response = await post(baseBody) + const data = await response.json() + + expect(data.output.rowCount).toBe(10_000) + expect(data.output.rows).toHaveLength(10_000) + expect(data.output.records).toHaveLength(10_000) + expect(data.output.totalRowCount).toBe(10_050) + expect(data.output.truncated).toBe(true) + }) + + it('reports truncated as false when every row fits', async () => { + mockCluster(queryResponse({ severity: 4, statusDescription: 'Query completed successfully' })) + + const response = await post(baseBody) + const data = await response.json() + + expect(data.output.truncated).toBe(false) + expect(data.output.totalRowCount).toBe(1) + }) + + it('bounds the cluster response body rather than reading it unlimited', async () => { + mockCluster(queryResponse({ severity: 4, statusDescription: 'Query completed successfully' })) + + await post(baseBody) + + const [, options] = mockSecureFetch.mock.calls[1] + expect(options.maxResponseBytes).toBe(MOCK_MAX_JSON_BYTES) + }) + + it('asks the caller to narrow the query when the response exceeds the cap', async () => { + mockSecureFetch.mockReset() + mockSecureFetch + .mockResolvedValueOnce(jsonResponse({ access_token: 'token-1', expires_in: 3600 })) + .mockRejectedValueOnce( + new PayloadSizeLimitError({ + label: 'Azure Data Explorer response', + maxBytes: MOCK_MAX_JSON_BYTES, + }) + ) + + const response = await post(baseBody) + const data = await response.json() + + expect(response.status).toBe(413) + expect(data.error).toContain('Narrow the query') + }) + + it('rejects an unauthenticated request before reaching the cluster', async () => { + hybridAuthMockFns.mockCheckInternalAuth.mockResolvedValue({ + success: false, + error: 'Authentication required', + }) + + const response = await post(baseBody) + + expect(response.status).toBe(401) + expect(mockSecureFetch).not.toHaveBeenCalled() + }) +}) diff --git a/apps/sim/app/api/tools/azure_data_explorer/proxy/route.ts b/apps/sim/app/api/tools/azure_data_explorer/proxy/route.ts new file mode 100644 index 00000000000..ada24aa4784 --- /dev/null +++ b/apps/sim/app/api/tools/azure_data_explorer/proxy/route.ts @@ -0,0 +1,403 @@ +import { createHash } from 'node:crypto' +import { createLogger } from '@sim/logger' +import { toError } from '@sim/utils/errors' +import { truncate } from '@sim/utils/string' +import { type NextRequest, NextResponse } from 'next/server' +import { + type AzureDataExplorerProxyRequest, + assertSafeAzureDataExplorerClusterUri, + azureDataExplorerProxyContract, + resolveEntraAuthority, +} from '@/lib/api/contracts/tools/azure_data_explorer' +import { getValidationErrorMessage, parseRequest } from '@/lib/api/server' +import { checkInternalAuth } from '@/lib/auth/hybrid' +import { + MAX_JSON_API_RESPONSE_BYTES, + secureFetchWithValidation, +} from '@/lib/core/security/input-validation.server' +import { generateRequestId } from '@/lib/core/utils/request' +import { isPayloadSizeLimitError } from '@/lib/core/utils/stream-limits' +import { withRouteHandler } from '@/lib/core/utils/with-route-handler' + +export const dynamic = 'force-dynamic' + +const logger = createLogger('AzureDataExplorerProxyAPI') + +const OUTBOUND_FETCH_TIMEOUT_MS = 120_000 +const TOKEN_FETCH_TIMEOUT_MS = 30_000 +const TOKEN_CACHE_MAX_ENTRIES = 500 +const TOKEN_SAFETY_WINDOW_MS = 60_000 +const MAX_ERROR_MESSAGE_LENGTH = 2000 +const MAX_TOKEN_RESPONSE_BYTES = 256 * 1024 +/** Rows a single result may carry into a workflow value. */ +const MAX_PROJECTED_ROWS = 10_000 + +interface CachedToken { + accessToken: string + expiresAt: number +} + +const TOKEN_CACHE = new Map() + +/** The cluster's own origin is the documented default token audience. */ +function resolveResource(req: AzureDataExplorerProxyRequest, clusterUrl: URL): string { + return (req.resource || clusterUrl.origin).replace(/\/+$/, '') +} + +function tokenCacheKey( + req: AzureDataExplorerProxyRequest, + authority: string, + resource: string +): string { + const secretHash = createHash('sha256').update(req.clientSecret).digest('hex').slice(0, 16) + return `${authority}::${req.tenantId}::${req.clientId}::${secretHash}::${resource}` +} + +function rememberToken(key: string, token: CachedToken): void { + if (TOKEN_CACHE.has(key)) TOKEN_CACHE.delete(key) + TOKEN_CACHE.set(key, token) + while (TOKEN_CACHE.size > TOKEN_CACHE_MAX_ENTRIES) { + const oldestKey = TOKEN_CACHE.keys().next().value + if (oldestKey === undefined) break + TOKEN_CACHE.delete(oldestKey) + } +} + +async function fetchAccessToken( + req: AzureDataExplorerProxyRequest, + authority: string, + resource: string, + requestId: string +): Promise { + const cacheKey = tokenCacheKey(req, authority, resource) + const cached = TOKEN_CACHE.get(cacheKey) + if (cached && cached.expiresAt - TOKEN_SAFETY_WINDOW_MS > Date.now()) { + return cached.accessToken + } + + const body = new URLSearchParams({ + grant_type: 'client_credentials', + client_id: req.clientId, + client_secret: req.clientSecret, + resource, + }) + + const response = await secureFetchWithValidation( + `${authority}/${encodeURIComponent(req.tenantId)}/oauth2/token`, + { + method: 'POST', + headers: { + 'Content-Type': 'application/x-www-form-urlencoded', + Accept: 'application/json', + }, + body: body.toString(), + timeout: TOKEN_FETCH_TIMEOUT_MS, + maxResponseBytes: MAX_TOKEN_RESPONSE_BYTES, + }, + 'tokenUrl' + ) + + if (!response.ok) { + const text = await response.text().catch(() => '') + logger.warn(`[${requestId}] Entra token fetch failed (${response.status}): ${text}`) + throw new Error( + `Microsoft Entra token request failed: HTTP ${response.status}. Verify tenantId, clientId, clientSecret, and that the app has access to the cluster.` + ) + } + + const data = (await response.json()) as { access_token?: string; expires_in?: string | number } + if (!data.access_token) { + throw new Error('Microsoft Entra token response did not include an access token') + } + + const expiresInSeconds = Number(data.expires_in) + const expiresInMs = (Number.isFinite(expiresInSeconds) ? expiresInSeconds : 3600) * 1000 + rememberToken(cacheKey, { + accessToken: data.access_token, + expiresAt: Date.now() + expiresInMs, + }) + return data.access_token +} + +interface KustoColumn { + ColumnName?: string + DataType?: string + ColumnType?: string +} + +interface KustoTable { + TableName?: string + Columns?: KustoColumn[] + Rows?: unknown[][] +} + +function columnNames(table: KustoTable): string[] { + return (table.Columns ?? []).map((column) => column.ColumnName ?? '') +} + +interface TableOfContents { + primaryOrdinal: number | null + statusOrdinal: number | null +} + +/** + * Reads the trailing table of contents, which maps each ordinal in the response + * to a kind. It is the only thing that identifies which table holds the query's + * results and which holds its status — a management command has no table of + * contents, and returns `null` here. + */ +function readTableOfContents(tables: KustoTable[]): TableOfContents | null { + if (tables.length === 0) return null + + const contents = tables[tables.length - 1] + const names = columnNames(contents) + const ordinalIndex = names.indexOf('Ordinal') + const kindIndex = names.indexOf('Kind') + if (ordinalIndex < 0 || kindIndex < 0) return null + + let primaryOrdinal: number | null = null + let statusOrdinal: number | null = null + for (const row of contents.Rows ?? []) { + const ordinal = Number(row[ordinalIndex]) + if (!Number.isInteger(ordinal) || !tables[ordinal]) continue + if (row[kindIndex] === 'QueryResult' && primaryOrdinal === null) primaryOrdinal = ordinal + if (row[kindIndex] === 'QueryStatus' && statusOrdinal === null) statusOrdinal = ordinal + } + return { primaryOrdinal, statusOrdinal } +} + +/** + * Picks the table holding the query's own results — the first `QueryResult` + * ordinal the table of contents names. A management command returns a single + * table with no table of contents, so the first table is the answer. + */ +function selectPrimaryTable( + tables: KustoTable[], + contents: TableOfContents | null +): KustoTable | null { + if (tables.length === 0) return null + if (contents?.primaryOrdinal != null) return tables[contents.primaryOrdinal] ?? tables[0] + return tables[0] +} + +/** + * Finds a partial query failure. Kusto answers 200 as soon as it starts + * processing, then reports later failures through the QueryStatus table, where a + * severity of 2 or lower means the request did not succeed. + * + * Only the table the table of contents names as `QueryStatus` is inspected. + * Scanning every table for `Severity`/`StatusDescription` columns would + * misread an ordinary log query that happens to select columns of those names + * as a failed request. + */ +function findQueryFailure(tables: KustoTable[], contents: TableOfContents | null): string | null { + if (contents?.statusOrdinal == null) return null + const table = tables[contents.statusOrdinal] + if (!table) return null + + const names = columnNames(table) + const severityIndex = names.indexOf('Severity') + const descriptionIndex = names.indexOf('StatusDescription') + if (severityIndex < 0 || descriptionIndex < 0) return null + + for (const row of table.Rows ?? []) { + const severity = Number(row[severityIndex]) + if (!Number.isFinite(severity) || severity > 2) continue + const description = row[descriptionIndex] + return typeof description === 'string' && description.length > 0 + ? description + : 'Kusto reported a query failure' + } + return null +} + +interface ProjectedTable { + tableName: string | null + columns: Array<{ name: string; type: string | null; dataType: string | null }> + rows: unknown[][] + records: Array> + rowCount: number + totalRowCount: number + truncated: boolean +} + +const EMPTY_PROJECTION: ProjectedTable = { + tableName: null, + columns: [], + rows: [], + records: [], + rowCount: 0, + totalRowCount: 0, + truncated: false, +} + +/** + * Projects the result table into a bounded payload. + * + * Kusto's own result truncation is a request property the caller can raise or + * disable, so neither the row count nor the byte count of a response is bounded + * upstream. `MAX_PROJECTED_ROWS` is the ceiling on what a single workflow value + * may carry; `truncated` tells the caller to narrow the query rather than + * silently trusting a short answer. + */ +function projectTable(table: KustoTable | null): ProjectedTable { + if (!table) return EMPTY_PROJECTION + + const columns = (table.Columns ?? []).map((column) => ({ + name: column.ColumnName ?? '', + type: column.ColumnType ?? null, + dataType: column.DataType ?? null, + })) + const allRows = table.Rows ?? [] + const rows = allRows.length > MAX_PROJECTED_ROWS ? allRows.slice(0, MAX_PROJECTED_ROWS) : allRows + const records = rows.map((row) => { + const record: Record = {} + columns.forEach((column, index) => { + if (column.name) record[column.name] = row[index] ?? null + }) + return record + }) + + return { + tableName: table.TableName ?? null, + columns, + rows, + records, + rowCount: rows.length, + totalRowCount: allRows.length, + truncated: allRows.length > rows.length, + } +} + +/** + * Kusto failures follow the Microsoft REST guidelines envelope, but a request + * without a JSON body (or a gateway error) can answer with plain text. + */ +function extractKustoError(body: unknown, status: number): string { + if (body && typeof body === 'object') { + const error = (body as { error?: { code?: unknown; message?: unknown } }).error + if (error && typeof error === 'object') { + const message = typeof error.message === 'string' ? error.message : '' + const code = typeof error.code === 'string' ? error.code : '' + if (message) return code ? `[${code}] ${message}` : message + if (code) return code + } + } + if (typeof body === 'string' && body.length > 0) { + return truncate(body, MAX_ERROR_MESSAGE_LENGTH) + } + return `Azure Data Explorer request failed with HTTP ${status}` +} + +export const POST = withRouteHandler(async (request: NextRequest) => { + const requestId = generateRequestId() + + try { + const authResult = await checkInternalAuth(request, { requireWorkflowId: false }) + if (!authResult.success) { + logger.warn(`[${requestId}] Unauthorized Azure Data Explorer request: ${authResult.error}`) + return NextResponse.json( + { success: false, error: authResult.error || 'Authentication required' }, + { status: 401 } + ) + } + + const parsed = await parseRequest( + azureDataExplorerProxyContract, + request, + {}, + { + validationErrorResponse: (error) => + NextResponse.json( + { success: false, error: getValidationErrorMessage(error, 'Validation failed') }, + { status: 400 } + ), + } + ) + if (!parsed.success) return parsed.response + const proxyReq = parsed.data.body + + const clusterUrl = assertSafeAzureDataExplorerClusterUri(proxyReq.clusterUri) + const resource = resolveResource(proxyReq, clusterUrl) + const authority = resolveEntraAuthority(clusterUrl.hostname) + const accessToken = await fetchAccessToken(proxyReq, authority, resource, requestId) + + const headers: Record = { + Authorization: `Bearer ${accessToken}`, + Accept: 'application/json', + 'Content-Type': 'application/json; charset=utf-8', + 'x-ms-client-request-id': `Sim.Workflow;${requestId}`, + 'x-ms-app': 'Sim', + } + if (proxyReq.readOnly) headers['x-ms-readonly'] = 'true' + + const response = await secureFetchWithValidation( + `${clusterUrl.origin}/v1/rest/${proxyReq.endpoint}`, + { + method: 'POST', + headers, + body: JSON.stringify({ + ...(proxyReq.database ? { db: proxyReq.database } : {}), + csl: proxyReq.csl, + ...(proxyReq.properties ? { properties: proxyReq.properties } : {}), + }), + timeout: OUTBOUND_FETCH_TIMEOUT_MS, + maxResponseBytes: MAX_JSON_API_RESPONSE_BYTES, + }, + 'clusterUri' + ) + + const raw = await response.text() + let body: unknown = null + if (raw.length > 0) { + try { + body = JSON.parse(raw) + } catch { + body = raw + } + } + + if (!response.ok) { + const message = extractKustoError(body, response.status) + logger.warn(`[${requestId}] Azure Data Explorer error (${response.status}): ${message}`) + return NextResponse.json( + { success: false, error: message, status: response.status }, + { status: response.status } + ) + } + + const tables = Array.isArray((body as { Tables?: KustoTable[] } | null)?.Tables) + ? ((body as { Tables: KustoTable[] }).Tables ?? []) + : [] + + const contents = readTableOfContents(tables) + + const failure = findQueryFailure(tables, contents) + if (failure) { + logger.warn(`[${requestId}] Azure Data Explorer partial query failure: ${failure}`) + return NextResponse.json( + { success: false, error: truncate(failure, MAX_ERROR_MESSAGE_LENGTH), status: 200 }, + { status: 400 } + ) + } + + return NextResponse.json({ + success: true, + output: projectTable(selectPrimaryTable(tables, contents)), + }) + } catch (error) { + if (isPayloadSizeLimitError(error)) { + logger.warn(`[${requestId}] Azure Data Explorer response exceeded the size cap`) + return NextResponse.json( + { + success: false, + error: + 'The Azure Data Explorer response was too large to return. Narrow the query — add a `where` filter, aggregate with `summarize`, or bound it with `take` or `top N by`.', + }, + { status: 413 } + ) + } + logger.error(`[${requestId}] Unexpected Azure Data Explorer proxy error:`, error) + return NextResponse.json({ success: false, error: toError(error).message }, { status: 500 }) + } +}) diff --git a/apps/sim/blocks/blocks/azure_data_explorer.ts b/apps/sim/blocks/blocks/azure_data_explorer.ts new file mode 100644 index 00000000000..1375103927b --- /dev/null +++ b/apps/sim/blocks/blocks/azure_data_explorer.ts @@ -0,0 +1,657 @@ +import { AzureDataExplorerIcon } from '@/components/icons' +import type { BlockConfig, BlockMeta } from '@/blocks/types' +import { AuthMode, IntegrationType } from '@/blocks/types' +import type { AzureDataExplorerTableResponse } from '@/tools/azure_data_explorer/types' + +/** Every operation except the cluster-level database listing runs in a database. */ +const DATABASE_SCOPED_OPERATIONS = [ + 'azure_data_explorer_query', + 'azure_data_explorer_management', + 'azure_data_explorer_list_tables', + 'azure_data_explorer_show_table_schema', + 'azure_data_explorer_show_table_details', + 'azure_data_explorer_show_database_schema', + 'azure_data_explorer_list_functions', + 'azure_data_explorer_create_table', + 'azure_data_explorer_drop_table', + 'azure_data_explorer_ingest_inline', + 'azure_data_explorer_ingest_from_query', + 'azure_data_explorer_show_ingestion_failures', + 'azure_data_explorer_show_operations', +] as const + +/** Operations the cluster rejects without a database in context. */ +const DATABASE_REQUIRED_OPERATIONS = [ + 'azure_data_explorer_query', + 'azure_data_explorer_list_tables', + 'azure_data_explorer_show_table_schema', + 'azure_data_explorer_show_table_details', + 'azure_data_explorer_show_database_schema', + 'azure_data_explorer_list_functions', + 'azure_data_explorer_create_table', + 'azure_data_explorer_drop_table', + 'azure_data_explorer_ingest_inline', + 'azure_data_explorer_ingest_from_query', + 'azure_data_explorer_show_ingestion_failures', +] as const + +/** Operations that name a single table. */ +const TABLE_OPERATIONS = [ + 'azure_data_explorer_show_table_schema', + 'azure_data_explorer_show_table_details', + 'azure_data_explorer_create_table', + 'azure_data_explorer_drop_table', + 'azure_data_explorer_ingest_inline', + 'azure_data_explorer_ingest_from_query', +] as const + +/** Table operations where the table name is mandatory. */ +const TABLE_REQUIRED_OPERATIONS = [ + 'azure_data_explorer_show_table_schema', + 'azure_data_explorer_create_table', + 'azure_data_explorer_drop_table', + 'azure_data_explorer_ingest_inline', + 'azure_data_explorer_ingest_from_query', +] as const + +/** Operations that accept an operation ID filter. */ +const OPERATION_ID_OPERATIONS = [ + 'azure_data_explorer_show_ingestion_failures', + 'azure_data_explorer_show_operations', +] as const + +const KQL_WAND_PROMPT = `Write a Kusto Query Language (KQL) query for Azure Data Explorer based on the user's request. + +Rules: +- Start with the table name, then pipe into operators with | +- Filter with where, project columns with project, aggregate with summarize ... by +- Limit results with take or top N by +- String comparison is case-sensitive with ==, case-insensitive with =~; use contains / has for substring and term matching +- Time filters use ago(), e.g. where Timestamp > ago(7d) +- String literals use double quotes + +Examples: +- StormEvents | where State == "FLORIDA" | summarize count() by EventType | top 10 by count_ +- Logs | where Timestamp > ago(1h) and Level == "Error" | project Timestamp, Message | take 100 + +Return ONLY the KQL query - no explanations, no markdown fences.` + +const COLUMN_SCHEMA_WAND_PROMPT = `Write a Kusto CSL column schema for Azure Data Explorer based on the user's request. + +Rules: +- Format is a comma-separated list of Name:type pairs +- Valid types are bool, datetime, decimal, dynamic, guid, int, long, real, string, and timespan +- Use datetime for timestamps, long for counts, real for measurements, dynamic for nested JSON +- Column names use letters, digits, and underscores + +Examples: +- Timestamp:datetime, Level:string, Message:string, ServiceName:string +- EventTime:datetime, UserId:string, Properties:dynamic, DurationMs:long + +Return ONLY the schema - no explanations, no parentheses, no markdown fences.` + +/** + * Kusto matches an ingested query result to the target table positionally, by + * column type — never by column name — so the prompt has to make column order + * explicit or the generated query quietly fills the wrong columns. + */ +const INGEST_QUERY_WAND_PROMPT = `${KQL_WAND_PROMPT.replace('Return ONLY the KQL query - no explanations, no markdown fences.', '')} +This query's result is ingested into an existing table. Kusto matches columns by +position and type, NOT by name, so the projected columns must come out in the +target table's column order. Use an explicit \`project\` listing the columns in +that order as the final operator. + +Return ONLY the KQL query - no explanations, no markdown fences.` + +/** Switch and dropdown values arrive as booleans or their string form. */ +function toBoolean(value: unknown): true | undefined { + return value === true || value === 'true' ? true : undefined +} + +export const AzureDataExplorerBlock: BlockConfig = { + type: 'azure_data_explorer', + name: 'Azure Data Explorer', + description: 'Query and manage Azure Data Explorer (Kusto) clusters with KQL', + longDescription: + 'Run Kusto Query Language queries against Azure Data Explorer and Fabric Eventhouse clusters, discover databases, tables, and schemas, push small batches of rows inline, and run management commands. Authenticates with a Microsoft Entra service principal using client credentials, so no interactive sign-in is needed.', + docsLink: 'https://docs.sim.ai/integrations/azure_data_explorer', + category: 'tools', + integrationType: IntegrationType.Databases, + bgColor: '#FFFFFF', + icon: AzureDataExplorerIcon, + authMode: AuthMode.ApiKey, + canvasPresentation: { + typeLabel: 'Azure Data Explorer', + defaultTitle: 'Azure Data Explorer', + operationSubBlockId: 'operation', + sentences: { + byOperation: { + azure_data_explorer_query: [ + { text: 'Run KQL', field: 'query', core: true }, + { text: 'against', field: 'database' }, + ], + azure_data_explorer_management: [ + { text: 'Run', field: 'command', core: true }, + { text: 'against', field: 'database' }, + ], + azure_data_explorer_list_databases: ['List the cluster databases'], + azure_data_explorer_list_tables: [ + { text: 'List tables in', field: 'database', core: true }, + ], + azure_data_explorer_show_table_schema: [ + { text: 'Read the schema of', field: 'table', core: true }, + { text: 'in', field: 'database' }, + ], + azure_data_explorer_show_database_schema: [ + { text: 'Read the schema of', field: 'database', core: true }, + ], + azure_data_explorer_ingest_inline: [ + { text: 'Ingest rows into', field: 'table', core: true }, + { text: 'in', field: 'database' }, + ], + azure_data_explorer_ingest_from_query: [ + { text: 'Ingest a query result into', field: 'table', core: true }, + { text: 'from', field: 'sourceQuery' }, + ], + azure_data_explorer_create_table: [ + { text: 'Create table', field: 'table', core: true }, + { text: 'with columns', field: 'columnSchema' }, + ], + azure_data_explorer_drop_table: [{ text: 'Drop table', field: 'table', core: true }], + azure_data_explorer_show_table_details: [ + 'Read table details', + { text: 'for', field: 'table' }, + { text: 'in', field: 'database' }, + ], + azure_data_explorer_list_functions: [ + { text: 'List stored functions in', field: 'database', core: true }, + ], + azure_data_explorer_show_ingestion_failures: [ + { text: 'List ingestion failures in', field: 'database', core: true }, + ], + azure_data_explorer_show_operations: [ + 'Check cluster operations', + { text: 'for', field: 'operationId' }, + ], + }, + }, + }, + subBlocks: [ + { + id: 'operation', + title: 'Operation', + type: 'dropdown', + options: [ + { label: 'Run Query', id: 'azure_data_explorer_query' }, + { label: 'List Databases', id: 'azure_data_explorer_list_databases' }, + { label: 'List Tables', id: 'azure_data_explorer_list_tables' }, + { label: 'Show Table Schema', id: 'azure_data_explorer_show_table_schema' }, + { label: 'Show Database Schema', id: 'azure_data_explorer_show_database_schema' }, + { label: 'Show Table Details', id: 'azure_data_explorer_show_table_details' }, + { label: 'List Functions', id: 'azure_data_explorer_list_functions' }, + { label: 'Ingest Rows Inline', id: 'azure_data_explorer_ingest_inline' }, + { label: 'Ingest From Query', id: 'azure_data_explorer_ingest_from_query' }, + { label: 'Create Table', id: 'azure_data_explorer_create_table' }, + { label: 'Drop Table', id: 'azure_data_explorer_drop_table' }, + { label: 'Show Ingestion Failures', id: 'azure_data_explorer_show_ingestion_failures' }, + { label: 'Show Operations', id: 'azure_data_explorer_show_operations' }, + { label: 'Management Command (advanced)', id: 'azure_data_explorer_management' }, + ], + value: () => 'azure_data_explorer_query', + required: true, + }, + + { + id: 'database', + title: 'Database', + type: 'short-input', + placeholder: 'Samples', + condition: { field: 'operation', value: [...DATABASE_SCOPED_OPERATIONS] }, + required: { field: 'operation', value: [...DATABASE_REQUIRED_OPERATIONS] }, + }, + { + id: 'query', + title: 'KQL Query', + type: 'long-input', + placeholder: 'StormEvents | where State == "FLORIDA" | summarize count() by EventType', + condition: { field: 'operation', value: 'azure_data_explorer_query' }, + required: { field: 'operation', value: 'azure_data_explorer_query' }, + wandConfig: { + enabled: true, + prompt: KQL_WAND_PROMPT, + placeholder: + 'Describe the query you want (e.g., "error count per service in the last day")', + }, + }, + { + id: 'readOnly', + title: 'Read-only', + type: 'switch', + description: 'Reject any request that would change data (sends x-ms-readonly)', + condition: { field: 'operation', value: 'azure_data_explorer_query' }, + mode: 'advanced', + }, + { + id: 'properties', + title: 'Request Properties', + type: 'long-input', + placeholder: '{"Options":{"servertimeout":"00:04:00"}}', + condition: { field: 'operation', value: 'azure_data_explorer_query' }, + mode: 'advanced', + wandConfig: { + enabled: true, + prompt: + 'Generate a Kusto request properties JSON object. The shape is {"Options":{...},"Parameters":{...}}. Common options are servertimeout (a timespan like "00:04:00"), queryconsistency ("strongconsistency" or "weakconsistency"), and truncationmaxrecords. Return ONLY the JSON object.', + generationType: 'json-object', + placeholder: 'Describe the request options you need', + }, + }, + + { + id: 'table', + title: 'Table', + type: 'short-input', + placeholder: 'StormEvents', + condition: { field: 'operation', value: [...TABLE_OPERATIONS] }, + required: { field: 'operation', value: [...TABLE_REQUIRED_OPERATIONS] }, + }, + { + id: 'data', + title: 'Rows', + type: 'long-input', + placeholder: 'Shoes,1000\nWide Shoes,50', + condition: { field: 'operation', value: 'azure_data_explorer_ingest_inline' }, + required: { field: 'operation', value: 'azure_data_explorer_ingest_inline' }, + }, + { + id: 'columnSchema', + title: 'Column Schema', + type: 'long-input', + placeholder: 'Timestamp:datetime, Level:string, Message:string, Count:long', + condition: { field: 'operation', value: 'azure_data_explorer_create_table' }, + required: { field: 'operation', value: 'azure_data_explorer_create_table' }, + wandConfig: { + enabled: true, + prompt: COLUMN_SCHEMA_WAND_PROMPT, + placeholder: + 'Describe the columns you want (e.g., "error logs with a timestamp and service")', + }, + }, + { + id: 'tableProperties', + title: 'Table Properties', + type: 'short-input', + placeholder: 'docstring="Raw application logs", folder="Ingest"', + condition: { field: 'operation', value: 'azure_data_explorer_create_table' }, + mode: 'advanced', + }, + { + id: 'ifExists', + title: 'Ignore missing table', + type: 'switch', + description: 'Succeed instead of failing when the table does not exist', + condition: { field: 'operation', value: 'azure_data_explorer_drop_table' }, + mode: 'advanced', + }, + { + id: 'ingestMode', + title: 'Mode', + type: 'dropdown', + options: [ + { label: 'Set or append — create, or add to an existing table', id: 'set-or-append' }, + { label: 'Set — create, fail if the table exists', id: 'set' }, + { label: 'Append — add to an existing table', id: 'append' }, + { label: 'Set or replace — replace all data in the table', id: 'set-or-replace' }, + ], + value: () => 'set-or-append', + condition: { field: 'operation', value: 'azure_data_explorer_ingest_from_query' }, + required: { field: 'operation', value: 'azure_data_explorer_ingest_from_query' }, + }, + { + id: 'sourceQuery', + title: 'Source Query', + type: 'long-input', + placeholder: 'LogsTable | where Level == "Error" and Timestamp > ago(1h)', + condition: { field: 'operation', value: 'azure_data_explorer_ingest_from_query' }, + required: { field: 'operation', value: 'azure_data_explorer_ingest_from_query' }, + wandConfig: { + enabled: true, + prompt: INGEST_QUERY_WAND_PROMPT, + placeholder: 'Describe the rows you want to materialize into the table', + }, + }, + { + id: 'ingestAsync', + title: 'Run in background', + type: 'switch', + description: + 'Return an operation ID immediately and keep ingesting — check it with Show Operations', + condition: { field: 'operation', value: 'azure_data_explorer_ingest_from_query' }, + mode: 'advanced', + }, + { + id: 'operationId', + title: 'Operation ID', + type: 'short-input', + placeholder: 'Operation ID returned by an async ingestion', + condition: { field: 'operation', value: [...OPERATION_ID_OPERATIONS] }, + mode: 'advanced', + }, + { + id: 'ingestionProperties', + title: 'Ingestion Properties', + type: 'short-input', + placeholder: 'format="json", ingestionMappingReference="mymapping"', + condition: { + field: 'operation', + value: ['azure_data_explorer_ingest_inline', 'azure_data_explorer_ingest_from_query'], + }, + mode: 'advanced', + }, + + { + id: 'command', + title: 'Management Command', + type: 'long-input', + placeholder: '.show table StormEvents details', + condition: { field: 'operation', value: 'azure_data_explorer_management' }, + required: { field: 'operation', value: 'azure_data_explorer_management' }, + wandConfig: { + enabled: true, + prompt: + 'Write a single Azure Data Explorer management command for the user\'s request. Management commands start with a dot, e.g. ".show tables details", ".create table Events (Timestamp:datetime, Message:string)", ".alter-merge table Events policy retention softdelete = 30d". Return ONLY the command text.', + placeholder: 'Describe the management command you want', + }, + }, + + { + id: 'clusterUri', + title: 'Cluster URI', + type: 'short-input', + placeholder: 'https://mycluster.eastus.kusto.windows.net', + required: true, + }, + { + id: 'tenantId', + title: 'Tenant ID', + type: 'short-input', + placeholder: 'Microsoft Entra directory (tenant) ID', + required: true, + }, + { + id: 'clientId', + title: 'Client ID', + type: 'short-input', + placeholder: 'Application (client) ID of the service principal', + password: true, + required: true, + }, + { + id: 'clientSecret', + title: 'Client Secret', + type: 'short-input', + placeholder: 'Client secret of the service principal', + password: true, + required: true, + }, + { + id: 'resource', + title: 'Token Audience', + type: 'short-input', + placeholder: 'Defaults to the cluster URI', + mode: 'advanced', + }, + ], + tools: { + access: [ + 'azure_data_explorer_query', + 'azure_data_explorer_management', + 'azure_data_explorer_list_databases', + 'azure_data_explorer_list_tables', + 'azure_data_explorer_show_table_schema', + 'azure_data_explorer_show_database_schema', + 'azure_data_explorer_show_table_details', + 'azure_data_explorer_list_functions', + 'azure_data_explorer_ingest_inline', + 'azure_data_explorer_ingest_from_query', + 'azure_data_explorer_create_table', + 'azure_data_explorer_drop_table', + 'azure_data_explorer_show_ingestion_failures', + 'azure_data_explorer_show_operations', + ], + config: { + tool: (params) => params.operation, + params: (params) => { + const auth = { + clusterUri: params.clusterUri, + tenantId: params.tenantId, + clientId: params.clientId, + clientSecret: params.clientSecret, + resource: params.resource || undefined, + } + + switch (params.operation) { + case 'azure_data_explorer_query': + return { + ...auth, + database: params.database, + query: params.query, + properties: params.properties || undefined, + readOnly: toBoolean(params.readOnly), + } + case 'azure_data_explorer_management': + return { + ...auth, + database: params.database || undefined, + command: params.command, + } + case 'azure_data_explorer_list_databases': + return auth + case 'azure_data_explorer_list_tables': + case 'azure_data_explorer_show_database_schema': + return { ...auth, database: params.database } + case 'azure_data_explorer_show_table_schema': + return { ...auth, database: params.database, table: params.table } + case 'azure_data_explorer_ingest_inline': + return { + ...auth, + database: params.database, + table: params.table, + data: params.data, + ingestionProperties: params.ingestionProperties || undefined, + } + case 'azure_data_explorer_ingest_from_query': + return { + ...auth, + database: params.database, + table: params.table, + mode: params.ingestMode || undefined, + sourceQuery: params.sourceQuery, + async: toBoolean(params.ingestAsync), + ingestionProperties: params.ingestionProperties || undefined, + } + case 'azure_data_explorer_create_table': + return { + ...auth, + database: params.database, + table: params.table, + columnSchema: params.columnSchema, + tableProperties: params.tableProperties || undefined, + } + case 'azure_data_explorer_drop_table': + return { + ...auth, + database: params.database, + table: params.table, + ifExists: toBoolean(params.ifExists), + } + case 'azure_data_explorer_show_table_details': + return { ...auth, database: params.database, table: params.table || undefined } + case 'azure_data_explorer_list_functions': + return { ...auth, database: params.database } + case 'azure_data_explorer_show_ingestion_failures': + return { + ...auth, + database: params.database, + operationId: params.operationId || undefined, + } + case 'azure_data_explorer_show_operations': + return { + ...auth, + database: params.database || undefined, + operationId: params.operationId || undefined, + } + default: + return auth + } + }, + }, + }, + inputs: { + operation: { type: 'string', description: 'Operation to run' }, + clusterUri: { type: 'string', description: 'Azure Data Explorer cluster URI' }, + tenantId: { type: 'string', description: 'Microsoft Entra tenant ID' }, + clientId: { type: 'string', description: 'Microsoft Entra application (client) ID' }, + clientSecret: { type: 'string', description: 'Microsoft Entra client secret' }, + resource: { type: 'string', description: 'Token audience override' }, + database: { type: 'string', description: 'Database context for the request' }, + query: { type: 'string', description: 'KQL query text' }, + properties: { type: 'json', description: 'Kusto request properties object' }, + readOnly: { type: 'boolean', description: 'Reject any request that would change data' }, + command: { type: 'string', description: 'Management command text' }, + table: { type: 'string', description: 'Target table name' }, + data: { type: 'string', description: 'Rows to ingest, one record per line' }, + ingestionProperties: { type: 'string', description: 'Ingestion properties clause contents' }, + columnSchema: { type: 'string', description: 'CSL column schema for a new table' }, + tableProperties: { type: 'string', description: 'Table properties clause contents' }, + ifExists: { type: 'boolean', description: 'Ignore a missing table when dropping' }, + ingestMode: { type: 'string', description: 'set | append | set-or-append | set-or-replace' }, + sourceQuery: { type: 'string', description: 'KQL query whose result is ingested' }, + ingestAsync: { type: 'boolean', description: 'Ingest in the background' }, + operationId: { type: 'string', description: 'Operation ID to look up' }, + }, + outputs: { + tableName: { type: 'string', description: 'Name Kusto assigned to the result table' }, + columns: { type: 'json', description: 'Column metadata for the result table' }, + rows: { type: 'json', description: 'Result rows as positional arrays' }, + records: { type: 'json', description: 'Result rows keyed by column name' }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { type: 'number', description: 'Rows Kusto returned, before the row cap' }, + truncated: { type: 'boolean', description: 'Whether rows were dropped to stay within the cap' }, + databases: { type: 'json', description: 'Database names (List Databases)' }, + tables: { type: 'json', description: 'Table names (List Tables)' }, + extentIds: { type: 'json', description: 'Extent IDs created (Ingest Rows Inline)' }, + schema: { type: 'string', description: 'CSL column schema (Show Table Schema)' }, + databaseName: { type: 'string', description: "Table's database (Show Table Schema)" }, + folder: { type: 'string', description: "Table's folder (Show Table Schema)" }, + docString: { type: 'string', description: "Table's docstring (Show Table Schema)" }, + functions: { type: 'json', description: 'Stored function names (List Functions)' }, + }, +} + +export const AzureDataExplorerBlockMeta = { + tags: ['data-analytics', 'data-warehouse', 'cloud', 'monitoring'], + url: 'https://azure.microsoft.com/products/data-explorer', + templates: [ + { + icon: AzureDataExplorerIcon, + title: 'Ask questions of Kusto data', + prompt: + 'Build an agent that turns plain-English questions about our telemetry into KQL, reads the Azure Data Explorer table schema first so the columns are real, runs the query, and answers with the numbers plus the query it used.', + modules: ['agent', 'workflows'], + category: 'operations', + tags: ['analytics', 'automation'], + }, + { + icon: AzureDataExplorerIcon, + title: 'Daily telemetry digest', + prompt: + 'Create a scheduled workflow that queries Azure Data Explorer every morning for yesterday error rates, latency percentiles, and traffic by service, summarizes what moved against the prior week, and posts the digest to our engineering Slack channel.', + modules: ['scheduled', 'agent', 'workflows'], + category: 'operations', + tags: ['analytics', 'monitoring', 'reporting'], + alsoIntegrations: ['slack'], + }, + { + icon: AzureDataExplorerIcon, + title: 'Kusto anomaly alerts', + prompt: + 'Build a workflow that runs every 15 minutes, queries Azure Data Explorer for request failures grouped by endpoint, compares each endpoint against its own trailing baseline, and pages the on-call engineer through PagerDuty only when a real spike appears.', + modules: ['scheduled', 'agent', 'workflows'], + category: 'operations', + tags: ['monitoring', 'incident-response', 'automation'], + alsoIntegrations: ['pagerduty'], + }, + { + icon: AzureDataExplorerIcon, + title: 'Incident timeline from telemetry', + prompt: + 'Create a workflow that takes an incident window and service name, pulls the matching logs, traces, and deploy events out of Azure Data Explorer, and writes an ordered timeline file that an engineer can drop straight into a postmortem.', + modules: ['agent', 'files', 'workflows'], + category: 'operations', + tags: ['monitoring', 'incident-response', 'reporting'], + }, + { + icon: AzureDataExplorerIcon, + title: 'Event pipeline into Kusto', + prompt: + 'Build a workflow triggered by a webhook that validates each incoming event payload, maps it onto our Azure Data Explorer table schema, ingests the rows inline, and records any rejected payloads in a table so nothing is lost silently.', + modules: ['tables', 'agent', 'workflows'], + category: 'operations', + tags: ['automation', 'data-pipeline'], + }, + { + icon: AzureDataExplorerIcon, + title: 'Kusto cluster inventory', + prompt: + 'Create a scheduled workflow that lists every Azure Data Explorer database and table, reads their schemas, and keeps a Sim table up to date as a searchable data-model catalog with a note on what changed since the last run.', + modules: ['scheduled', 'tables', 'agent', 'workflows'], + category: 'operations', + tags: ['analytics', 'documentation', 'automation'], + }, + { + icon: AzureDataExplorerIcon, + title: 'Usage report to stakeholders', + prompt: + 'Build a scheduled weekly workflow that queries Azure Data Explorer for product usage by account and feature, ranks the biggest movers, generates a report file with the supporting numbers, and emails it to the account team.', + modules: ['scheduled', 'agent', 'files', 'workflows'], + category: 'operations', + tags: ['analytics', 'reporting', 'automation'], + }, + ], + skills: [ + { + name: 'explore-kusto-schema', + description: + 'Discover what data an Azure Data Explorer cluster holds before writing a query against it.', + content: + '# Explore Kusto Schema\n\nMap out a cluster before querying it, so queries reference columns that actually exist.\n\n## Steps\n1. Run List Databases to see what the service principal can reach.\n2. Run List Tables on the database that looks relevant.\n3. Run Show Table Schema on each candidate table to read its columns and types, or Show Database Schema to pull every table and column in one call.\n\n## Output\nReturn the database name, the tables that matter for the question at hand, and each relevant column with its type.', + }, + { + name: 'answer-with-kql', + description: 'Answer a data question by writing and running a KQL query, then explaining it.', + content: + '# Answer With KQL\n\nTurn a question about the data into a query and a trustworthy answer.\n\n## Steps\n1. Run Show Table Schema on the table involved so column names and types are known rather than guessed.\n2. Write the KQL: filter with `where`, aggregate with `summarize ... by`, bound the result with `take` or `top N by`.\n3. Run Query with the read-only option enabled so the request cannot change data.\n4. If the result looks wrong or empty, widen the time filter or relax the string comparison and try again.\n\n## Output\nReport the answer, the row count, and the exact KQL that produced it so the result can be re-run and checked.', + }, + { + name: 'materialize-a-rollup-table', + description: + 'Build or refresh a summary table in Azure Data Explorer from a query over raw data.', + content: + '# Materialize A Rollup Table\n\nTurn an expensive query over raw telemetry into a small table that is cheap to read.\n\n## Steps\n1. Run Show Table Details on the source table to see how much data the query will scan.\n2. Run Show Table Schema on the **target** table. Kusto matches an ingested query result to the table by column position and type, never by name, so you need its exact column order before writing the query.\n3. Write the aggregating KQL — `summarize` the raw rows into the shape you want, bucketing time with `bin()` where relevant — and end it with an explicit `project` listing the columns in the target table order.\n4. Run Ingest From Query against the target table. Use `set-or-append` to add the new window to an existing rollup, `set-or-replace` to rebuild it from scratch, and `set` only for the first run.\n5. For a large backfill, enable the background option and poll Show Operations with the returned operation ID until the state is Completed.\n6. Run Query against the rollup and spot-check a few rows to confirm each column holds what it should, not just that the row count is plausible.\n\n## Output\nReport the target table, the mode used, the rows or extents produced, and the verification query result. Call out that `set-or-replace` discards the existing data in the table, and that a mismatched column order corrupts data silently rather than failing.', + }, + { + name: 'debug-ingestion-failures', + description: + 'Diagnose why data is missing from an Azure Data Explorer table and say whether it will retry.', + content: + '# Debug Ingestion Failures\n\nFind out why expected rows never arrived.\n\n## Steps\n1. Run Show Ingestion Failures for the database. Failures are kept for 14 days, so anything older will not appear.\n2. Group what comes back by table, error code, and failure kind. `Permanent` failures will not retry on their own; `Transient` ones may already have succeeded on a later attempt.\n3. Read the failure detail for the root cause — schema mismatch, a malformed source file, or a missing ingestion mapping are the usual ones.\n4. Run Show Table Schema on the target table and compare it against the source data shape named in the failure.\n5. Take the operation ID from a failure and run Show Operations on it for the fuller history of that operation.\n\n## Output\nReport the affected tables, the distinct error codes with counts, the likely root cause, and whether each failure is permanent (needs a fix) or transient (may self-resolve). Confirm with a Query against the table whether the rows are genuinely absent.', + }, + { + name: 'ingest-rows-into-kusto', + description: 'Push a small batch of records into an Azure Data Explorer table.', + content: + '# Ingest Rows Into Kusto\n\nLoad a handful of records into a table without setting up a pipeline.\n\n## Steps\n1. Run Show Table Schema on the target table to learn the column order and types.\n2. Format the records as CSV in that exact column order, one record per line, quoting any value containing a comma.\n3. Run Ingest Rows Inline against the table.\n4. Run Query to read the newly ingested rows back and confirm they landed as intended.\n\n## Output\nReport how many rows were sent, the extent IDs returned, and the verification query result. Note that inline ingestion is for small batches — recommend queued or streaming ingestion for ongoing volume.', + }, + ], +} as const satisfies BlockMeta diff --git a/apps/sim/blocks/registry-maps.ts b/apps/sim/blocks/registry-maps.ts index e9221d12107..733cf047f69 100644 --- a/apps/sim/blocks/registry-maps.ts +++ b/apps/sim/blocks/registry-maps.ts @@ -18,6 +18,10 @@ import { AsanaBlock, AsanaBlockMeta } from '@/blocks/blocks/asana' import { AshbyBlock, AshbyBlockMeta } from '@/blocks/blocks/ashby' import { AthenaBlock, AthenaBlockMeta } from '@/blocks/blocks/athena' import { AttioBlock, AttioBlockMeta } from '@/blocks/blocks/attio' +import { + AzureDataExplorerBlock, + AzureDataExplorerBlockMeta, +} from '@/blocks/blocks/azure_data_explorer' import { AzureDevOpsBlock, AzureDevOpsBlockMeta } from '@/blocks/blocks/azure_devops' import { BoxBlock, BoxBlockMeta } from '@/blocks/blocks/box' import { BrandfetchBlock, BrandfetchBlockMeta } from '@/blocks/blocks/brandfetch' @@ -374,6 +378,7 @@ export const BLOCK_REGISTRY: Record = { ashby: AshbyBlock, athena: AthenaBlock, attio: AttioBlock, + azure_data_explorer: AzureDataExplorerBlock, azure_devops: AzureDevOpsBlock, box: BoxBlock, brandfetch: BrandfetchBlock, @@ -711,6 +716,7 @@ export const BLOCK_META_REGISTRY: Record = { ashby: AshbyBlockMeta, athena: AthenaBlockMeta, attio: AttioBlockMeta, + azure_data_explorer: AzureDataExplorerBlockMeta, azure_devops: AzureDevOpsBlockMeta, box: BoxBlockMeta, brandfetch: BrandfetchBlockMeta, diff --git a/apps/sim/components/icons.tsx b/apps/sim/components/icons.tsx index a0671051d08..ce31daf14f6 100644 --- a/apps/sim/components/icons.tsx +++ b/apps/sim/components/icons.tsx @@ -3898,6 +3898,138 @@ export const ClaudeIcon = (props: SVGProps) => ( ) +export function AzureDataExplorerIcon(props: SVGProps) { + const id = useId() + const wedgeGradient = `adx_wedge_${id}` + const dashLongGradient = `adx_dash_long_${id}` + const dashTopGradient = `adx_dash_top_${id}` + const dashBottomGradient = `adx_dash_bottom_${id}` + + return ( + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ) +} + export function AzureIcon(props: SVGProps) { const id = useId() const gradient0 = `azure_paint0_${id}` diff --git a/apps/sim/lib/api/contracts/tools/azure_data_explorer.ts b/apps/sim/lib/api/contracts/tools/azure_data_explorer.ts new file mode 100644 index 00000000000..2abfa8c32fe --- /dev/null +++ b/apps/sim/lib/api/contracts/tools/azure_data_explorer.ts @@ -0,0 +1,168 @@ +import { isPrivateIpHost } from '@sim/security/ssrf' +import { z } from 'zod' +import { genericToolResponseSchema } from '@/lib/api/contracts/tools/shared' +import { defineRouteContract } from '@/lib/api/contracts/types' + +/** + * Kusto service domains Sim will talk to, each paired with the Microsoft Entra + * authority that issues tokens for it. + * + * A cluster URI is user-supplied, so the proxy is pinned to the documented Azure + * Data Explorer and Fabric Eventhouse domains rather than trusting any HTTPS + * host. Host and authority are declared together on purpose: a sovereign cloud + * authenticates against its own isolated Entra instance, so accepting a cluster + * host without its authority would pass validation and then fail to get a token. + * + * Apex hosts match as well as subdomains, because the documented token + * audiences (`https://api.kusto.windows.net`, + * `https://kusto.fabric.microsoft.com`) sit at the apex. + * + * Every entry is a domain Microsoft documents: the Kusto connection-string + * reference for `kusto.windows.net`, the national-cloud endpoint tables for the + * two sovereign domains, and the Fabric KQL-database REST reference for + * `kusto.fabric.microsoft.com` (both its `queryServiceUri` and + * `ingestionServiceUri` sit under it). Do not add a host without one. + */ +const KUSTO_CLOUDS = [ + { hostSuffix: 'kusto.windows.net', authority: 'https://login.microsoftonline.com' }, + { hostSuffix: 'kusto.fabric.microsoft.com', authority: 'https://login.microsoftonline.com' }, + { hostSuffix: 'kusto.usgovcloudapi.net', authority: 'https://login.microsoftonline.us' }, + { hostSuffix: 'kusto.chinacloudapi.cn', authority: 'https://login.partner.microsoftonline.cn' }, +] as const + +const ALLOWED_CLUSTER_HOSTS = KUSTO_CLOUDS.map((cloud) => cloud.hostSuffix).join(', ') + +function matchKustoCloud(host: string): (typeof KUSTO_CLOUDS)[number] | null { + return ( + KUSTO_CLOUDS.find( + (cloud) => host === cloud.hostSuffix || host.endsWith(`.${cloud.hostSuffix}`) + ) ?? null + ) +} + +/** + * Resolves the Entra authority that issues tokens for a cluster host. Callers + * pass a host already accepted by {@link checkAzureDataExplorerClusterUri}, so + * an unmatched host here means the two fell out of sync and is a bug, not input. + */ +export function resolveEntraAuthority(clusterHost: string): string { + const cloud = matchKustoCloud(clusterHost.toLowerCase()) + if (!cloud) { + throw new Error(`No Microsoft Entra authority is configured for cluster host ${clusterHost}`) + } + return cloud.authority +} + +export function checkAzureDataExplorerClusterUri( + rawUrl: string, + label = 'clusterUri' +): { ok: true; url: URL } | { ok: false; message: string } { + let parsed: URL + try { + parsed = new URL(rawUrl) + } catch { + return { + ok: false, + message: `${label} must be a full URL (e.g., https://mycluster.eastus.kusto.windows.net)`, + } + } + if (parsed.protocol !== 'https:') { + return { ok: false, message: `${label} must use https://` } + } + const host = parsed.hostname.toLowerCase() + if (isPrivateIpHost(host)) { + return { ok: false, message: `${label} host is not allowed (private/loopback range)` } + } + if (!matchKustoCloud(host)) { + return { + ok: false, + message: `${label} host must be an Azure Data Explorer or Fabric Eventhouse endpoint (${ALLOWED_CLUSTER_HOSTS})`, + } + } + return { ok: true, url: parsed } +} + +export function assertSafeAzureDataExplorerClusterUri(rawUrl: string, label?: string): URL { + const result = checkAzureDataExplorerClusterUri(rawUrl, label) + if (!result.ok) throw new Error(result.message) + return result.url +} + +/** + * The exact character set Kusto documents for an identifier: letters, digits, + * underscores, spaces, dots, and dashes, 1-1024 characters. An allowlist rather + * than a denylist, so nothing that could terminate `["..."]` name quoting — or + * that Kusto would reject anyway — reaches a command string. + */ +const entityNameSchema = z + .string() + .trim() + .min(1, 'name is required') + .max(1024, 'name must be at most 1024 characters') + .regex( + /^[\p{L}\p{N}_ .-]+$/u, + 'name may contain only letters, digits, underscores, spaces, dots, and dashes' + ) + +/** A Microsoft Entra tenant is addressed by GUID or by verified domain name. */ +const tenantIdSchema = z + .string() + .trim() + .min(1, 'tenantId is required') + .max(253, 'tenantId is too long') + .regex( + /^[A-Za-z0-9][A-Za-z0-9.-]*$/, + 'tenantId must be a GUID or a domain name (e.g., contoso.onmicrosoft.com)' + ) + +export const azureDataExplorerEndpointSchema = z.enum(['query', 'mgmt']) + +export const azureDataExplorerProxyBodySchema = z + .object({ + clusterUri: z.string().min(1, 'clusterUri is required'), + tenantId: tenantIdSchema, + clientId: z.string().min(1, 'clientId is required'), + clientSecret: z.string().min(1, 'clientSecret is required'), + /** + * Microsoft Entra token audience. Defaults to the cluster's own origin, which + * is the form the Kusto REST reference uses for client-credential tokens. + */ + resource: z.string().optional(), + endpoint: azureDataExplorerEndpointSchema, + database: entityNameSchema.optional(), + csl: z.string().min(1, 'csl is required').max(1_000_000, 'csl is too long'), + properties: z.record(z.string(), z.unknown()).optional(), + /** Sends `x-ms-readonly`, which makes the cluster reject data-changing requests. */ + readOnly: z.boolean().optional(), + }) + .superRefine((req, ctx) => { + const clusterCheck = checkAzureDataExplorerClusterUri(req.clusterUri) + if (!clusterCheck.ok) { + ctx.addIssue({ + code: z.ZodIssueCode.custom, + path: ['clusterUri'], + message: clusterCheck.message, + }) + } + if (req.resource === undefined) return + const resourceCheck = checkAzureDataExplorerClusterUri(req.resource, 'resource') + if (!resourceCheck.ok) { + ctx.addIssue({ + code: z.ZodIssueCode.custom, + path: ['resource'], + message: resourceCheck.message, + }) + } + }) + +export type AzureDataExplorerProxyRequest = z.infer + +export const azureDataExplorerProxyContract = defineRouteContract({ + method: 'POST', + path: '/api/tools/azure_data_explorer/proxy', + body: azureDataExplorerProxyBodySchema, + response: { + mode: 'json', + schema: genericToolResponseSchema, + }, +}) diff --git a/apps/sim/lib/integrations/icon-mapping.ts b/apps/sim/lib/integrations/icon-mapping.ts index 1776228254a..0b89a859f2c 100644 --- a/apps/sim/lib/integrations/icon-mapping.ts +++ b/apps/sim/lib/integrations/icon-mapping.ts @@ -22,6 +22,7 @@ import { AshbyIcon, AthenaIcon, AttioIcon, + AzureDataExplorerIcon, AzureIcon, BoxCompanyIcon, BrainIcon, @@ -278,6 +279,7 @@ export const blockTypeToIconMap: Record = { ashby: AshbyIcon, athena: AthenaIcon, attio: AttioIcon, + azure_data_explorer: AzureDataExplorerIcon, azure_devops: AzureIcon, box: BoxCompanyIcon, brandfetch: BrandfetchIcon, diff --git a/apps/sim/lib/integrations/integrations.json b/apps/sim/lib/integrations/integrations.json index 2069f3d634d..e6c60ec7509 100644 --- a/apps/sim/lib/integrations/integrations.json +++ b/apps/sim/lib/integrations/integrations.json @@ -2217,6 +2217,81 @@ "integrationType": "security", "tags": ["identity", "microsoft-365"] }, + { + "type": "azure_data_explorer", + "slug": "azure-data-explorer", + "name": "Azure Data Explorer", + "description": "Query and manage Azure Data Explorer (Kusto) clusters with KQL", + "longDescription": "Run Kusto Query Language queries against Azure Data Explorer and Fabric Eventhouse clusters, discover databases, tables, and schemas, push small batches of rows inline, and run management commands. Authenticates with a Microsoft Entra service principal using client credentials, so no interactive sign-in is needed.", + "bgColor": "#FFFFFF", + "iconName": "AzureDataExplorerIcon", + "docsUrl": "https://docs.sim.ai/integrations/azure_data_explorer", + "operations": [ + { + "name": "Run Query", + "description": "Run a Kusto Query Language (KQL) query against an Azure Data Explorer database and return the primary result table." + }, + { + "name": "List Databases", + "description": "List the databases on an Azure Data Explorer cluster that the service principal can access." + }, + { + "name": "List Tables", + "description": "List the tables in an Azure Data Explorer database, with their folder and docstring." + }, + { + "name": "Show Table Schema", + "description": "Read the column schema of an Azure Data Explorer table in CSL form (e.g., \"Timestamp:datetime,Level:string\"). Use this before writing a KQL query against an unfamiliar table." + }, + { + "name": "Show Database Schema", + "description": "Read the full schema of an Azure Data Explorer database as a flat list of every table and column, so an agent can discover the data model in one call." + }, + { + "name": "Show Table Details", + "description": "Read size, row count, hot-cache footprint, and effective policies for a table — or for every table in the database when no table is given. Use it to see how much data a table actually holds before querying it." + }, + { + "name": "List Functions", + "description": "List the stored functions in an Azure Data Explorer database, with their parameters and bodies, so an agent can reuse existing logic instead of rewriting it." + }, + { + "name": "Ingest Rows Inline", + "description": "Push rows directly into an Azure Data Explorer table with .ingest inline. Data is parsed as CSV against the table schema unless an ingestion property says otherwise. Intended for small batches — use queued or streaming ingestion for production volumes." + }, + { + "name": "Ingest From Query", + "description": "Materialize the result of a KQL query into a table with .set, .append, .set-or-append, or .set-or-replace. Use this to build rollup or summary tables instead of pushing rows from a workflow. Kusto matches the query result to the target table by column type and position, NOT by column name, so project the columns in exactly the table's order or the data lands in the wrong columns." + }, + { + "name": "Create Table", + "description": "Create a table in an Azure Data Explorer database from a CSL column schema. Succeeds without changing anything if a table of the same name already exists." + }, + { + "name": "Drop Table", + "description": "Drop a table from an Azure Data Explorer database. This permanently deletes the table and its data, and returns the tables that remain." + }, + { + "name": "Show Ingestion Failures", + "description": "List ingestion failures recorded for a database, with the failing table, error code, root cause detail, and whether the failure is permanent or transient. Failures are retained for 14 days." + }, + { + "name": "Show Operations", + "description": "Check the state of administrative operations on a cluster, such as an async ingestion. Given an operation ID it returns that operation latest update; with no ID it returns the operations from the last two weeks." + }, + { + "name": "Management Command (advanced)", + "description": "Run an Azure Data Explorer management command (a control command starting with \".\") such as .show, .create, .alter, or .drop. Write commands change cluster state permanently; use the Query operation for reads." + } + ], + "operationCount": 14, + "triggers": [], + "triggerCount": 0, + "authType": "api-key", + "category": "tools", + "integrationType": "databases", + "tags": ["data-analytics", "data-warehouse", "cloud", "monitoring"] + }, { "type": "azure_devops", "slug": "azure-devops", diff --git a/apps/sim/tools/azure_data_explorer/create_table.ts b/apps/sim/tools/azure_data_explorer/create_table.ts new file mode 100644 index 00000000000..bdc29956005 --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/create_table.ts @@ -0,0 +1,135 @@ +import type { + AzureDataExplorerCreateTableParams, + AzureDataExplorerTableResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + buildWithClause, + renderColumnSchema, + renderEntityName, + transformAzureDataExplorerResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerCreateTableTool: ToolConfig< + AzureDataExplorerCreateTableParams, + AzureDataExplorerTableResponse +> = { + id: 'azure_data_explorer_create_table', + name: 'Azure Data Explorer Create Table', + description: + 'Create a table in an Azure Data Explorer database from a CSL column schema. Succeeds without changing anything if a table of the same name already exists.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Database to create the table in', + }, + table: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Name of the table to create', + }, + columnSchema: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: + 'Comma-separated CSL column schema (e.g., Timestamp:datetime, Level:string, Count:long)', + }, + tableProperties: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: + 'Optional table properties clause contents, e.g. docstring="Raw logs", folder="Ingest"', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + database: params.database, + csl: `.create table ${renderEntityName(params.table)} (${renderColumnSchema( + params.columnSchema + )})${buildWithClause(params.tableProperties, 'docstring="Raw logs"')}`, + }), + }, + transformResponse: transformAzureDataExplorerResponse, + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/drop_table.ts b/apps/sim/tools/azure_data_explorer/drop_table.ts new file mode 100644 index 00000000000..5f8200c68f5 --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/drop_table.ts @@ -0,0 +1,128 @@ +import type { + AzureDataExplorerDropTableParams, + AzureDataExplorerTableListResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + renderEntityName, + transformColumnListResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerDropTableTool: ToolConfig< + AzureDataExplorerDropTableParams, + AzureDataExplorerTableListResponse +> = { + id: 'azure_data_explorer_drop_table', + name: 'Azure Data Explorer Drop Table', + description: + 'Drop a table from an Azure Data Explorer database. This permanently deletes the table and its data, and returns the tables that remain.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Database containing the table', + }, + table: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Name of the table to drop', + }, + ifExists: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: 'Succeed instead of failing when the table does not exist', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + database: params.database, + csl: `.drop table ${renderEntityName(params.table)}${params.ifExists ? ' ifexists' : ''}`, + }), + }, + transformResponse: transformColumnListResponse('TableName', 'tables'), + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + tables: { + type: 'array', + description: 'Tables remaining in the database, read from the TableName column', + items: { type: 'string' }, + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/index.ts b/apps/sim/tools/azure_data_explorer/index.ts new file mode 100644 index 00000000000..23bf530d4ad --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/index.ts @@ -0,0 +1,15 @@ +export { azureDataExplorerCreateTableTool } from '@/tools/azure_data_explorer/create_table' +export { azureDataExplorerDropTableTool } from '@/tools/azure_data_explorer/drop_table' +export { azureDataExplorerIngestFromQueryTool } from '@/tools/azure_data_explorer/ingest_from_query' +export { azureDataExplorerIngestInlineTool } from '@/tools/azure_data_explorer/ingest_inline' +export { azureDataExplorerListDatabasesTool } from '@/tools/azure_data_explorer/list_databases' +export { azureDataExplorerListFunctionsTool } from '@/tools/azure_data_explorer/list_functions' +export { azureDataExplorerListTablesTool } from '@/tools/azure_data_explorer/list_tables' +export { azureDataExplorerManagementTool } from '@/tools/azure_data_explorer/management' +export { azureDataExplorerQueryTool } from '@/tools/azure_data_explorer/query' +export { azureDataExplorerShowDatabaseSchemaTool } from '@/tools/azure_data_explorer/show_database_schema' +export { azureDataExplorerShowIngestionFailuresTool } from '@/tools/azure_data_explorer/show_ingestion_failures' +export { azureDataExplorerShowOperationsTool } from '@/tools/azure_data_explorer/show_operations' +export { azureDataExplorerShowTableDetailsTool } from '@/tools/azure_data_explorer/show_table_details' +export { azureDataExplorerShowTableSchemaTool } from '@/tools/azure_data_explorer/show_table_schema' +export * from '@/tools/azure_data_explorer/types' diff --git a/apps/sim/tools/azure_data_explorer/ingest_from_query.ts b/apps/sim/tools/azure_data_explorer/ingest_from_query.ts new file mode 100644 index 00000000000..8b85750f25e --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/ingest_from_query.ts @@ -0,0 +1,149 @@ +import type { + AzureDataExplorerIngestFromQueryParams, + AzureDataExplorerTableResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + buildWithClause, + renderEntityName, + renderIngestMode, + transformAzureDataExplorerResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerIngestFromQueryTool: ToolConfig< + AzureDataExplorerIngestFromQueryParams, + AzureDataExplorerTableResponse +> = { + id: 'azure_data_explorer_ingest_from_query', + name: 'Azure Data Explorer Ingest From Query', + description: + "Materialize the result of a KQL query into a table with .set, .append, .set-or-append, or .set-or-replace. Use this to build rollup or summary tables instead of pushing rows from a workflow. Kusto matches the query result to the target table by column type and position, NOT by column name, so project the columns in exactly the table's order or the data lands in the wrong columns.", + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Database containing the target table', + }, + table: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Table to ingest the query result into', + }, + mode: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: + 'set (create, fail if it exists), append (add to an existing table), set-or-append (default), or set-or-replace (replace all data)', + }, + sourceQuery: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: + 'KQL query whose result becomes the ingested data (e.g., LogsTable | where Level == "Error" | where Timestamp > ago(1h)). Project the columns in the target table\'s order — matching is positional, not by name', + }, + async: { + type: 'boolean', + required: false, + visibility: 'user-or-llm', + description: + 'Return immediately with an OperationId and keep ingesting in the background. Check progress with Show Operations', + }, + ingestionProperties: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: + "Optional ingestion properties clause contents, e.g. distributed=true, tags=\"[''daily'']\"", + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + database: params.database, + csl: `${renderIngestMode(params.mode)}${params.async ? ' async' : ''} ${renderEntityName( + params.table + )}${buildWithClause(params.ingestionProperties, 'distributed=true')} <|\n${params.sourceQuery}`, + }), + }, + transformResponse: transformAzureDataExplorerResponse, + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/ingest_inline.ts b/apps/sim/tools/azure_data_explorer/ingest_inline.ts new file mode 100644 index 00000000000..e47fb87b07b --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/ingest_inline.ts @@ -0,0 +1,141 @@ +import type { + AzureDataExplorerIngestInlineParams, + AzureDataExplorerIngestResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + buildWithClause, + renderEntityName, + transformColumnListResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerIngestInlineTool: ToolConfig< + AzureDataExplorerIngestInlineParams, + AzureDataExplorerIngestResponse +> = { + id: 'azure_data_explorer_ingest_inline', + name: 'Azure Data Explorer Ingest Inline', + description: + 'Push rows directly into an Azure Data Explorer table with .ingest inline. Data is parsed as CSV against the table schema unless an ingestion property says otherwise. Intended for small batches — use queued or streaming ingestion for production volumes.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Database containing the target table', + }, + table: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Table to ingest into. Its schema is the assumed schema for the data', + }, + data: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: + 'Rows to ingest, one record per line, parsed as CSV by default (e.g., "Shoes,1000\\nWide Shoes,50")', + }, + ingestionProperties: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: + 'Ingestion properties clause contents, e.g. format="json", ingestionMappingReference="mymapping"', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + database: params.database, + csl: `.ingest inline into table ${renderEntityName(params.table)}${buildWithClause( + params.ingestionProperties, + 'format="json"' + )} <|\n${params.data}`, + }), + }, + transformResponse: transformColumnListResponse('ExtentId', 'extentIds'), + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + extentIds: { + type: 'array', + description: + 'Extent IDs created by the ingestion — one per data shard. A single empty or zero-valued ID means no data shard was generated', + items: { type: 'string' }, + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/list_databases.ts b/apps/sim/tools/azure_data_explorer/list_databases.ts new file mode 100644 index 00000000000..7dbde3b61de --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/list_databases.ts @@ -0,0 +1,108 @@ +import type { + AzureDataExplorerDatabaseListResponse, + AzureDataExplorerListDatabasesParams, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + transformColumnListResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerListDatabasesTool: ToolConfig< + AzureDataExplorerListDatabasesParams, + AzureDataExplorerDatabaseListResponse +> = { + id: 'azure_data_explorer_list_databases', + name: 'Azure Data Explorer List Databases', + description: + 'List the databases on an Azure Data Explorer cluster that the service principal can access.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + csl: '.show databases', + }), + }, + transformResponse: transformColumnListResponse('DatabaseName', 'databases'), + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + databases: { + type: 'array', + description: 'Database names, read from the DatabaseName column', + items: { type: 'string' }, + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/list_functions.ts b/apps/sim/tools/azure_data_explorer/list_functions.ts new file mode 100644 index 00000000000..066689a1594 --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/list_functions.ts @@ -0,0 +1,115 @@ +import type { + AzureDataExplorerFunctionListResponse, + AzureDataExplorerListFunctionsParams, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + transformColumnListResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerListFunctionsTool: ToolConfig< + AzureDataExplorerListFunctionsParams, + AzureDataExplorerFunctionListResponse +> = { + id: 'azure_data_explorer_list_functions', + name: 'Azure Data Explorer List Functions', + description: + 'List the stored functions in an Azure Data Explorer database, with their parameters and bodies, so an agent can reuse existing logic instead of rewriting it.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Database whose stored functions should be listed', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + database: params.database, + csl: '.show functions', + }), + }, + transformResponse: transformColumnListResponse('Name', 'functions'), + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + functions: { + type: 'array', + description: 'Stored function names, read from the Name column', + items: { type: 'string' }, + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/list_tables.ts b/apps/sim/tools/azure_data_explorer/list_tables.ts new file mode 100644 index 00000000000..23cfb92d8fe --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/list_tables.ts @@ -0,0 +1,115 @@ +import type { + AzureDataExplorerListTablesParams, + AzureDataExplorerTableListResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + transformColumnListResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerListTablesTool: ToolConfig< + AzureDataExplorerListTablesParams, + AzureDataExplorerTableListResponse +> = { + id: 'azure_data_explorer_list_tables', + name: 'Azure Data Explorer List Tables', + description: + 'List the tables in an Azure Data Explorer database, with their folder and docstring.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Database whose tables should be listed', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + database: params.database, + csl: '.show tables', + }), + }, + transformResponse: transformColumnListResponse('TableName', 'tables'), + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + tables: { + type: 'array', + description: 'Table names, read from the TableName column', + items: { type: 'string' }, + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/management.ts b/apps/sim/tools/azure_data_explorer/management.ts new file mode 100644 index 00000000000..658782b345c --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/management.ts @@ -0,0 +1,123 @@ +import type { + AzureDataExplorerManagementParams, + AzureDataExplorerTableResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + transformAzureDataExplorerResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerManagementTool: ToolConfig< + AzureDataExplorerManagementParams, + AzureDataExplorerTableResponse +> = { + id: 'azure_data_explorer_management', + name: 'Azure Data Explorer Management Command', + description: + 'Run an Azure Data Explorer management command (a control command starting with ".") such as .show, .create, .alter, or .drop. Write commands change cluster state permanently; use the Query operation for reads.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + command: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Management command text, starting with "." (e.g., .show table Events details)', + }, + database: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: + 'Database context for the command. Required for all commands except cluster-level ones such as .show databases', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => { + const command = params.command.trim() + if (!command.startsWith('.')) { + throw new Error('Management commands must start with "." — use the Query operation for KQL') + } + return { + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + ...(params.database ? { database: params.database } : {}), + csl: command, + } + }, + }, + transformResponse: transformAzureDataExplorerResponse, + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/query.ts b/apps/sim/tools/azure_data_explorer/query.ts new file mode 100644 index 00000000000..546b66c6634 --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/query.ts @@ -0,0 +1,151 @@ +import type { + AzureDataExplorerQueryParams, + AzureDataExplorerTableResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + transformAzureDataExplorerResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +function parseProperties( + input: AzureDataExplorerQueryParams['properties'] +): Record | undefined { + if (input === undefined || input === null || input === '') return undefined + if (typeof input === 'object') return input + try { + const parsed = JSON.parse(input) + if (parsed && typeof parsed === 'object' && !Array.isArray(parsed)) { + return parsed as Record + } + } catch { + throw new Error('Invalid properties: must be a JSON object') + } + throw new Error('Invalid properties: must be a JSON object') +} + +export const azureDataExplorerQueryTool: ToolConfig< + AzureDataExplorerQueryParams, + AzureDataExplorerTableResponse +> = { + id: 'azure_data_explorer_query', + name: 'Azure Data Explorer Query', + description: + 'Run a Kusto Query Language (KQL) query against an Azure Data Explorer database and return the primary result table.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Database to run the query against', + }, + query: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: + 'KQL query text (e.g., StormEvents | where State == "FLORIDA" | summarize count() by EventType)', + }, + properties: { + type: 'json', + required: false, + visibility: 'user-or-llm', + description: + 'Kusto request properties object, e.g. {"Options":{"servertimeout":"00:04:00","queryconsistency":"strongconsistency"}}', + }, + readOnly: { + type: 'boolean', + required: false, + visibility: 'user-only', + description: 'Send x-ms-readonly so the cluster rejects any request that would change data', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => { + const properties = parseProperties(params.properties) + return { + ...azureDataExplorerAuthBody(params), + endpoint: 'query', + database: params.database, + csl: params.query, + ...(properties ? { properties } : {}), + ...(params.readOnly ? { readOnly: true } : {}), + } + }, + }, + transformResponse: transformAzureDataExplorerResponse, + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/show_database_schema.ts b/apps/sim/tools/azure_data_explorer/show_database_schema.ts new file mode 100644 index 00000000000..c76ac0de9d3 --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/show_database_schema.ts @@ -0,0 +1,111 @@ +import type { + AzureDataExplorerShowDatabaseSchemaParams, + AzureDataExplorerTableResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + renderEntityName, + transformAzureDataExplorerResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerShowDatabaseSchemaTool: ToolConfig< + AzureDataExplorerShowDatabaseSchemaParams, + AzureDataExplorerTableResponse +> = { + id: 'azure_data_explorer_show_database_schema', + name: 'Azure Data Explorer Show Database Schema', + description: + 'Read the full schema of an Azure Data Explorer database as a flat list of every table and column, so an agent can discover the data model in one call.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Database whose schema should be read', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + database: params.database, + csl: `.show database ${renderEntityName(params.database)} schema`, + }), + }, + transformResponse: transformAzureDataExplorerResponse, + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/show_ingestion_failures.ts b/apps/sim/tools/azure_data_explorer/show_ingestion_failures.ts new file mode 100644 index 00000000000..5128ba830e9 --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/show_ingestion_failures.ts @@ -0,0 +1,119 @@ +import type { + AzureDataExplorerShowIngestionFailuresParams, + AzureDataExplorerTableResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + renderOperationId, + transformAzureDataExplorerResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerShowIngestionFailuresTool: ToolConfig< + AzureDataExplorerShowIngestionFailuresParams, + AzureDataExplorerTableResponse +> = { + id: 'azure_data_explorer_show_ingestion_failures', + name: 'Azure Data Explorer Show Ingestion Failures', + description: + 'List ingestion failures recorded for a database, with the failing table, error code, root cause detail, and whether the failure is permanent or transient. Failures are retained for 14 days.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Database whose ingestion failures should be listed', + }, + operationId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Limit results to a single ingestion operation ID', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + database: params.database, + csl: params.operationId + ? `.show ingestion failures with (OperationId = ${renderOperationId(params.operationId)})` + : '.show ingestion failures', + }), + }, + transformResponse: transformAzureDataExplorerResponse, + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/show_operations.ts b/apps/sim/tools/azure_data_explorer/show_operations.ts new file mode 100644 index 00000000000..6bc5eeeee17 --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/show_operations.ts @@ -0,0 +1,119 @@ +import type { + AzureDataExplorerShowOperationsParams, + AzureDataExplorerTableResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + renderOperationId, + transformAzureDataExplorerResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerShowOperationsTool: ToolConfig< + AzureDataExplorerShowOperationsParams, + AzureDataExplorerTableResponse +> = { + id: 'azure_data_explorer_show_operations', + name: 'Azure Data Explorer Show Operations', + description: + 'Check the state of administrative operations on a cluster, such as an async ingestion. Given an operation ID it returns that operation latest update; with no ID it returns the operations from the last two weeks.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Database context for the command', + }, + operationId: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Operation ID to check, e.g. the ID returned by an async ingestion', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + database: params.database, + csl: params.operationId + ? `.show operations ${renderOperationId(params.operationId)}` + : '.show operations', + }), + }, + transformResponse: transformAzureDataExplorerResponse, + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/show_table_details.ts b/apps/sim/tools/azure_data_explorer/show_table_details.ts new file mode 100644 index 00000000000..7de6131ebb0 --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/show_table_details.ts @@ -0,0 +1,119 @@ +import type { + AzureDataExplorerShowTableDetailsParams, + AzureDataExplorerTableResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + renderEntityName, + transformAzureDataExplorerResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerShowTableDetailsTool: ToolConfig< + AzureDataExplorerShowTableDetailsParams, + AzureDataExplorerTableResponse +> = { + id: 'azure_data_explorer_show_table_details', + name: 'Azure Data Explorer Show Table Details', + description: + 'Read size, row count, hot-cache footprint, and effective policies for a table — or for every table in the database when no table is given. Use it to see how much data a table actually holds before querying it.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Database to read table details from', + }, + table: { + type: 'string', + required: false, + visibility: 'user-or-llm', + description: 'Table to describe. Omit to describe every table in the database', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + database: params.database, + csl: params.table + ? `.show table ${renderEntityName(params.table)} details` + : '.show tables details', + }), + }, + transformResponse: transformAzureDataExplorerResponse, + outputs: { + tableName: { + type: 'string', + description: 'Name Kusto assigned to the returned result table', + nullable: true, + }, + columns: { + type: 'array', + description: 'Column metadata for the result table', + items: { + type: 'object', + properties: { + name: { type: 'string', description: 'Column name' }, + type: { type: 'string', description: 'Kusto scalar type', nullable: true }, + dataType: { type: 'string', description: 'Approximate .NET type', nullable: true }, + }, + }, + }, + rows: { + type: 'array', + description: 'Result rows as positional arrays matching the columns order', + items: { type: 'array' }, + }, + records: { + type: 'array', + description: 'Result rows keyed by column name', + items: { type: 'object' }, + }, + rowCount: { type: 'number', description: 'Rows carried in this result, after the row cap' }, + totalRowCount: { + type: 'number', + description: 'Rows Kusto returned, before the row cap was applied', + }, + truncated: { + type: 'boolean', + description: + 'Whether rows were dropped to stay within the row cap — narrow the query if true', + }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/show_table_schema.ts b/apps/sim/tools/azure_data_explorer/show_table_schema.ts new file mode 100644 index 00000000000..87ef480c3a9 --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/show_table_schema.ts @@ -0,0 +1,89 @@ +import type { + AzureDataExplorerShowTableSchemaParams, + AzureDataExplorerTableSchemaResponse, +} from '@/tools/azure_data_explorer/types' +import { + AZURE_DATA_EXPLORER_PROXY_URL, + azureDataExplorerAuthBody, + renderEntityName, + transformTableSchemaResponse, +} from '@/tools/azure_data_explorer/utils' +import type { ToolConfig } from '@/tools/types' + +export const azureDataExplorerShowTableSchemaTool: ToolConfig< + AzureDataExplorerShowTableSchemaParams, + AzureDataExplorerTableSchemaResponse +> = { + id: 'azure_data_explorer_show_table_schema', + name: 'Azure Data Explorer Show Table Schema', + description: + 'Read the column schema of an Azure Data Explorer table in CSL form (e.g., "Timestamp:datetime,Level:string"). Use this before writing a KQL query against an unfamiliar table.', + version: '1.0.0', + params: { + clusterUri: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Cluster URI (e.g., https://mycluster.eastus.kusto.windows.net)', + }, + tenantId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra tenant ID hosting the service principal', + }, + clientId: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application (client) ID', + }, + clientSecret: { + type: 'string', + required: true, + visibility: 'user-only', + description: 'Microsoft Entra application client secret', + }, + resource: { + type: 'string', + required: false, + visibility: 'user-only', + description: 'Token audience override. Defaults to the cluster URI itself', + }, + database: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Database containing the table', + }, + table: { + type: 'string', + required: true, + visibility: 'user-or-llm', + description: 'Table whose schema should be read', + }, + }, + request: { + url: AZURE_DATA_EXPLORER_PROXY_URL, + method: 'POST', + headers: () => ({ 'Content-Type': 'application/json' }), + body: (params) => ({ + ...azureDataExplorerAuthBody(params), + endpoint: 'mgmt', + database: params.database, + csl: `.show table ${renderEntityName(params.table)} cslschema`, + }), + }, + transformResponse: transformTableSchemaResponse, + outputs: { + tableName: { type: 'string', description: 'Name of the table', nullable: true }, + schema: { + type: 'string', + description: 'Comma-separated CSL column schema (name:type)', + nullable: true, + }, + databaseName: { type: 'string', description: "The table's database", nullable: true }, + folder: { type: 'string', description: "The table's folder", nullable: true }, + docString: { type: 'string', description: "The table's docstring", nullable: true }, + }, +} diff --git a/apps/sim/tools/azure_data_explorer/types.ts b/apps/sim/tools/azure_data_explorer/types.ts new file mode 100644 index 00000000000..76a86084492 --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/types.ts @@ -0,0 +1,133 @@ +import type { ToolResponse } from '@/tools/types' + +export interface AzureDataExplorerBaseParams { + clusterUri: string + tenantId: string + clientId: string + clientSecret: string + resource?: string +} + +export interface AzureDataExplorerColumn { + name: string + type: string | null + dataType: string | null +} + +/** Primary result table of a Kusto query or management command. */ +export interface AzureDataExplorerTable { + tableName: string | null + columns: AzureDataExplorerColumn[] + rows: unknown[][] + records: Array> + /** Rows carried in this payload, after the row cap. */ + rowCount: number + /** Rows Kusto returned, before the row cap. */ + totalRowCount: number + truncated: boolean +} + +export interface AzureDataExplorerTableResponse extends ToolResponse { + output: AzureDataExplorerTable +} + +export interface AzureDataExplorerDatabaseListResponse extends ToolResponse { + output: AzureDataExplorerTable & { databases: string[] } +} + +export interface AzureDataExplorerTableListResponse extends ToolResponse { + output: AzureDataExplorerTable & { tables: string[] } +} + +export interface AzureDataExplorerIngestResponse extends ToolResponse { + output: AzureDataExplorerTable & { extentIds: string[] } +} + +export interface AzureDataExplorerTableSchemaResponse extends ToolResponse { + output: { + tableName: string | null + schema: string | null + databaseName: string | null + folder: string | null + docString: string | null + } +} + +export interface AzureDataExplorerQueryParams extends AzureDataExplorerBaseParams { + database: string + query: string + properties?: Record | string + readOnly?: boolean +} + +export interface AzureDataExplorerManagementParams extends AzureDataExplorerBaseParams { + command: string + database?: string +} + +export interface AzureDataExplorerListDatabasesParams extends AzureDataExplorerBaseParams {} + +export interface AzureDataExplorerListTablesParams extends AzureDataExplorerBaseParams { + database: string +} + +export interface AzureDataExplorerShowTableSchemaParams extends AzureDataExplorerBaseParams { + database: string + table: string +} + +export interface AzureDataExplorerShowDatabaseSchemaParams extends AzureDataExplorerBaseParams { + database: string +} + +export interface AzureDataExplorerFunctionListResponse extends ToolResponse { + output: AzureDataExplorerTable & { functions: string[] } +} + +export interface AzureDataExplorerCreateTableParams extends AzureDataExplorerBaseParams { + database: string + table: string + columnSchema: string + tableProperties?: string +} + +export interface AzureDataExplorerDropTableParams extends AzureDataExplorerBaseParams { + database: string + table: string + ifExists?: boolean +} + +export interface AzureDataExplorerIngestFromQueryParams extends AzureDataExplorerBaseParams { + database: string + table: string + mode?: string + sourceQuery: string + async?: boolean + ingestionProperties?: string +} + +export interface AzureDataExplorerShowTableDetailsParams extends AzureDataExplorerBaseParams { + database: string + table?: string +} + +export interface AzureDataExplorerShowIngestionFailuresParams extends AzureDataExplorerBaseParams { + database: string + operationId?: string +} + +export interface AzureDataExplorerListFunctionsParams extends AzureDataExplorerBaseParams { + database: string +} + +export interface AzureDataExplorerShowOperationsParams extends AzureDataExplorerBaseParams { + database?: string + operationId?: string +} + +export interface AzureDataExplorerIngestInlineParams extends AzureDataExplorerBaseParams { + database: string + table: string + data: string + ingestionProperties?: string +} diff --git a/apps/sim/tools/azure_data_explorer/utils.test.ts b/apps/sim/tools/azure_data_explorer/utils.test.ts new file mode 100644 index 00000000000..8c51a26de1f --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/utils.test.ts @@ -0,0 +1,200 @@ +/** + * @vitest-environment node + */ +import { describe, expect, it } from 'vitest' +import { + buildWithClause, + renderColumnSchema, + renderEntityName, + renderIngestMode, + renderOperationId, + transformColumnListResponse, +} from '@/tools/azure_data_explorer/utils' + +describe('renderEntityName', () => { + it('leaves a plain identifier bare, as the reference commands are written', () => { + expect(renderEntityName('StormEvents')).toBe('StormEvents') + expect(renderEntityName('_internal_logs2')).toBe('_internal_logs2') + }) + + it('trims surrounding whitespace from a pasted name', () => { + expect(renderEntityName(' StormEvents ')).toBe('StormEvents') + }) + + it('quotes the identifier characters Kusto allows but cannot parse bare', () => { + expect(renderEntityName('My Table')).toBe('["My Table"]') + expect(renderEntityName('web-requests')).toBe('["web-requests"]') + expect(renderEntityName('prod.logs')).toBe('["prod.logs"]') + expect(renderEntityName('1day')).toBe('["1day"]') + }) +}) + +describe('buildWithClause', () => { + it('returns nothing when no properties are given', () => { + expect(buildWithClause(undefined, 'format="json"')).toBe('') + expect(buildWithClause(' ', 'format="json"')).toBe('') + expect(buildWithClause('with ()', 'format="json"')).toBe('') + }) + + it('builds the clause from bare name=value pairs', () => { + expect(buildWithClause('format="json"', 'format="json"')).toBe(' with (format="json")') + expect( + buildWithClause('format="json", ingestionMappingReference="mymapping"', 'format="json"') + ).toBe(' with (format="json", ingestionMappingReference="mymapping")') + }) + + it('accepts a clause the user already wrapped in with (...)', () => { + expect(buildWithClause('with (format="csv")', 'format="json"')).toBe(' with (format="csv")') + }) + + it('accepts unquoted and numeric values', () => { + expect(buildWithClause('ignoreFirstRecord=true', 'format="json"')).toBe( + ' with (ignoreFirstRecord=true)' + ) + expect(buildWithClause('creationTime=2024-01-01T00:00:00', 'format="json"')).toBe( + ' with (creationTime=2024-01-01T00:00:00)' + ) + }) + + it('keeps a comma that sits inside a quoted value', () => { + expect(buildWithClause('docstring="Raw logs, archived nightly"', 'format="json"')).toBe( + ' with (docstring="Raw logs, archived nightly")' + ) + expect(buildWithClause(`tags="['daily','prod']"`, 'format="json"')).toBe( + ` with (tags="['daily','prod']")` + ) + }) + + it('still separates properties on the commas between them', () => { + expect( + buildWithClause('docstring="Logs, raw", folder="Ingest", distributed=true', 'format="json"') + ).toBe(' with (docstring="Logs, raw", folder="Ingest", distributed=true)') + }) + + it('rejects an unterminated quote rather than swallowing the rest of the clause', () => { + expect(() => buildWithClause('docstring="never closed', 'format="json"')).toThrow( + /Unterminated " quote/ + ) + }) + + it('rejects a value that would close the clause and extend the command', () => { + expect(() => buildWithClause('format="json") <| evil', 'format="json"')).toThrow( + /Invalid property/ + ) + }) + + it('rejects a property that is not a name=value pair', () => { + expect(() => buildWithClause('drop table StormEvents', 'format="json"')).toThrow( + /Invalid property/ + ) + }) +}) + +describe('renderColumnSchema', () => { + it('normalizes a CSL schema and lowercases the types', () => { + expect(renderColumnSchema('Timestamp:DateTime, Level:string, Count:LONG')).toBe( + 'Timestamp:datetime, Level:string, Count:long' + ) + }) + + it('accepts every documented scalar type and alias', () => { + expect(renderColumnSchema('a:bool, b:boolean, c:date, d:guid, e:uuid, f:double, g:time')).toBe( + 'a:bool, b:boolean, c:date, d:guid, e:uuid, f:double, g:time' + ) + }) + + it('quotes a column name that cannot be written bare', () => { + expect(renderColumnSchema('Event Time:datetime')).toBe('["Event Time"]:datetime') + }) + + it('rejects a type Kusto does not define', () => { + expect(() => renderColumnSchema('Amount:money')).toThrow(/Unknown column type "money"/) + }) + + it('rejects a column that is not a name:type pair', () => { + expect(() => renderColumnSchema('Timestamp')).toThrow(/expected name:type pairs/) + }) + + it('rejects a schema that would close the column list and extend the command', () => { + expect(() => renderColumnSchema('a:string) //')).toThrow(/Unknown column type/) + }) + + it('rejects an empty schema', () => { + expect(() => renderColumnSchema(' , ')).toThrow(/Column schema is required/) + }) +}) + +describe('renderIngestMode', () => { + it('defaults to the non-destructive set-or-append command', () => { + expect(renderIngestMode(undefined)).toBe('.set-or-append') + expect(renderIngestMode('')).toBe('.set-or-append') + }) + + it('maps each documented mode onto its command word', () => { + expect(renderIngestMode('set')).toBe('.set') + expect(renderIngestMode('append')).toBe('.append') + expect(renderIngestMode('set-or-replace')).toBe('.set-or-replace') + }) + + it('rejects a mode that is not one of the four commands', () => { + expect(() => renderIngestMode('drop')).toThrow(/Unknown ingest mode "drop"/) + }) +}) + +describe('renderOperationId', () => { + it('accepts a GUID', () => { + expect(renderOperationId(' 8f1e5c4a-1b2c-4d3e-9f80-0a1b2c3d4e5f ')).toBe( + '8f1e5c4a-1b2c-4d3e-9f80-0a1b2c3d4e5f' + ) + }) + + it('rejects anything that could extend the command it lands in', () => { + expect(() => renderOperationId('abc") | drop table X //')).toThrow(/Invalid operation ID/) + }) +}) + +/** Minimal stand-in for the proxy's JSON envelope. */ +function proxyResponse(records: Array>): Response { + return { + ok: true, + status: 200, + json: async () => ({ + success: true, + output: { + tableName: 'Table_0', + columns: [], + rows: [], + records, + rowCount: records.length, + totalRowCount: records.length, + truncated: false, + }, + }), + } as unknown as Response +} + +describe('transformColumnListResponse', () => { + it('collects the values of the named column', async () => { + const transform = transformColumnListResponse('TableName', 'tables') + const result = await transform( + proxyResponse([{ TableName: 'StormEvents' }, { TableName: 'Logs' }]) + ) + + expect(result.output.tables).toEqual(['StormEvents', 'Logs']) + }) + + it("keeps an empty extent ID, which is how Kusto reports 'no data shard was written'", async () => { + const transform = transformColumnListResponse('ExtentId', 'extentIds') + const result = await transform(proxyResponse([{ ExtentId: '' }])) + + expect(result.output.extentIds).toEqual(['']) + expect(result.output.rowCount).toBe(1) + }) + + it('skips a null value rather than coercing it to a string', async () => { + const transform = transformColumnListResponse('TableName', 'tables') + const result = await transform(proxyResponse([{ TableName: null }, { TableName: 'Logs' }])) + + expect(result.output.tables).toEqual(['Logs']) + }) +}) diff --git a/apps/sim/tools/azure_data_explorer/utils.ts b/apps/sim/tools/azure_data_explorer/utils.ts new file mode 100644 index 00000000000..78b2dbe8127 --- /dev/null +++ b/apps/sim/tools/azure_data_explorer/utils.ts @@ -0,0 +1,288 @@ +import type { + AzureDataExplorerBaseParams, + AzureDataExplorerTable, +} from '@/tools/azure_data_explorer/types' + +export const AZURE_DATA_EXPLORER_PROXY_URL = '/api/tools/azure_data_explorer/proxy' + +export function azureDataExplorerAuthBody(params: AzureDataExplorerBaseParams) { + return { + clusterUri: params.clusterUri, + tenantId: params.tenantId, + clientId: params.clientId, + clientSecret: params.clientSecret, + ...(params.resource ? { resource: params.resource } : {}), + } +} + +/** A name Kusto accepts bare, matching the form every documented example uses. */ +const PLAIN_IDENTIFIER = /^[A-Za-z_][A-Za-z0-9_]*$/ + +/** + * Renders a Kusto entity name for a command string. + * + * A plain identifier is emitted bare, exactly as the reference commands are + * written. A name carrying a space, dot, or dash — the other characters Kusto + * permits in an identifier — is wrapped in `["..."]`, the documented quoting for + * names with special characters. The proxy contract restricts names to Kusto's + * documented character set, so neither form can carry a quote or bracket and no + * escaping is needed. + */ +export function renderEntityName(name: string): string { + const trimmed = name.trim() + return PLAIN_IDENTIFIER.test(trimmed) ? trimmed : `["${trimmed}"]` +} + +/** One `name = value` command property, with a quoted, numeric, or bare value. */ +const COMMAND_PROPERTY = /^[A-Za-z_][A-Za-z0-9_]*\s*=\s*(?:"[^"\\]*"|'[^'\\]*'|[A-Za-z0-9_.:+-]+)$/ + +/** + * Splits a property list on the commas that separate properties, ignoring the + * ones inside a quoted value. + * + * A plain `split(',')` would break the documented cases where a value legally + * contains a comma — a `docstring` sentence, or a `tags` array with more than + * one entry. + */ +function splitProperties(input: string): string[] { + const parts: string[] = [] + let current = '' + let quote: '"' | "'" | null = null + + for (const char of input) { + if (quote) { + current += char + if (char === quote) quote = null + continue + } + if (char === '"' || char === "'") { + quote = char + current += char + continue + } + if (char === ',') { + parts.push(current) + current = '' + continue + } + current += char + } + + if (quote) throw new Error(`Unterminated ${quote} quote in property list: ${input}`) + parts.push(current) + + return parts.map((part) => part.trim()).filter(Boolean) +} + +/** + * Builds the `with (...)` clause shared by the create and ingest commands. + * + * The clause is interpolated into a command string, so each property is checked + * against the `name = value` grammar rather than passed through — an + * unvalidated value could otherwise close the clause and extend the command. + */ +export function buildWithClause(input: string | undefined, example: string): string { + const trimmed = input?.trim() + if (!trimmed) return '' + + const inner = trimmed + .replace(/^with\s*\(/i, '') + .replace(/\)$/, '') + .trim() + if (!inner) return '' + + const properties = splitProperties(inner) + for (const property of properties) { + if (!COMMAND_PROPERTY.test(property)) { + throw new Error( + `Invalid property "${property}": expected comma-separated name=value pairs, e.g. ${example}` + ) + } + } + + return ` with (${properties.join(', ')})` +} + +/** The scalar type names and aliases Kusto documents for a column. */ +const KUSTO_SCALAR_TYPES = new Set([ + 'bool', + 'boolean', + 'datetime', + 'date', + 'decimal', + 'dynamic', + 'guid', + 'uuid', + 'uniqueid', + 'int', + 'long', + 'real', + 'double', + 'string', + 'timespan', + 'time', +]) + +const COLUMN_NAME = /^[\p{L}\p{N}_ .-]+$/u + +/** + * Renders a CSL column schema — `Timestamp:datetime, Level:string` — for a + * create command. + * + * Each column name goes through {@link renderEntityName} and each type is + * checked against Kusto's documented scalar types, so the schema cannot carry + * anything that would extend the command. + */ +export function renderColumnSchema(schema: string): string { + const columns = schema + .split(',') + .map((column) => column.trim()) + .filter(Boolean) + + if (columns.length === 0) { + throw new Error('Column schema is required, e.g. Timestamp:datetime, Level:string') + } + + return columns + .map((column) => { + const separator = column.lastIndexOf(':') + if (separator <= 0) { + throw new Error( + `Invalid column "${column}": expected name:type pairs, e.g. Timestamp:datetime, Level:string` + ) + } + const name = column.slice(0, separator).trim() + const type = column + .slice(separator + 1) + .trim() + .toLowerCase() + + if (!COLUMN_NAME.test(name)) { + throw new Error( + `Invalid column name "${name}": may contain only letters, digits, underscores, spaces, dots, and dashes` + ) + } + if (!KUSTO_SCALAR_TYPES.has(type)) { + throw new Error( + `Unknown column type "${type}" for column "${name}": expected one of ${[...KUSTO_SCALAR_TYPES].join(', ')}` + ) + } + return `${renderEntityName(name)}:${type}` + }) + .join(', ') +} + +/** The four documented ingest-from-query commands. */ +const INGEST_MODE_COMMANDS = { + set: '.set', + append: '.append', + 'set-or-append': '.set-or-append', + 'set-or-replace': '.set-or-replace', +} as const + +export type AzureDataExplorerIngestMode = keyof typeof INGEST_MODE_COMMANDS + +/** + * Maps an ingest mode onto its command word. Unknown modes are rejected rather + * than passed through, since the word leads the command string. + */ +export function renderIngestMode(mode: string | undefined): string { + const key = (mode?.trim() || 'set-or-append') as AzureDataExplorerIngestMode + const command = INGEST_MODE_COMMANDS[key] + if (!command) { + throw new Error( + `Unknown ingest mode "${mode}": expected one of ${Object.keys(INGEST_MODE_COMMANDS).join(', ')}` + ) + } + return command +} + +/** + * Kusto operation IDs are GUIDs. The `.show operations` and + * `.show ingestion failures` syntax lines take the ID as a bare argument, so it + * is emitted unquoted and restricted to GUID characters. + */ +const OPERATION_ID = /^[0-9a-fA-F-]{1,64}$/ + +export function renderOperationId(operationId: string): string { + const trimmed = operationId.trim() + if (!OPERATION_ID.test(trimmed)) { + throw new Error(`Invalid operation ID "${operationId}": expected a GUID`) + } + return trimmed +} + +interface ProxyEnvelope { + success?: boolean + output?: AzureDataExplorerTable + error?: string +} + +async function readProxyEnvelope(response: Response): Promise { + const data = (await response.json().catch(() => ({}))) as ProxyEnvelope + + if (!response.ok || data.success === false) { + throw new Error(data.error || `Azure Data Explorer request failed: HTTP ${response.status}`) + } + + return ( + data.output ?? { + tableName: null, + columns: [], + rows: [], + records: [], + rowCount: 0, + totalRowCount: 0, + truncated: false, + } + ) +} + +export async function transformAzureDataExplorerResponse(response: Response) { + return { success: true as const, output: await readProxyEnvelope(response) } +} + +/** + * Adds a flat list of the strings in one documented column, so a `.show` or + * `.ingest` command surfaces its identifiers alongside the full result table. + * + * Every string value is kept, including an empty one: `.ingest inline` reports + * "no data shards were generated" as a single record carrying an empty + * (zero-valued) extent ID, so dropping it would turn a no-op load into what + * looks like a missing column. + */ +export function transformColumnListResponse(columnName: string, outputKey: K) { + return async (response: Response) => { + const output = await readProxyEnvelope(response) + const values = output.records + .map((record) => record[columnName]) + .filter((value): value is string => typeof value === 'string') + return { + success: true as const, + output: { ...output, [outputKey]: values } as AzureDataExplorerTable & Record, + } + } +} + +function stringOrNull(value: unknown): string | null { + return typeof value === 'string' ? value : null +} + +/** + * Projects `.show table ... cslschema`, whose single row carries the documented + * TableName, Schema, DatabaseName, Folder, and DocString columns. + */ +export async function transformTableSchemaResponse(response: Response) { + const output = await readProxyEnvelope(response) + const record = output.records[0] ?? {} + return { + success: true as const, + output: { + tableName: stringOrNull(record.TableName), + schema: stringOrNull(record.Schema), + databaseName: stringOrNull(record.DatabaseName), + folder: stringOrNull(record.Folder), + docString: stringOrNull(record.DocString), + }, + } +} diff --git a/apps/sim/tools/generated/tool-ids.ts b/apps/sim/tools/generated/tool-ids.ts index 237569b9a16..da324e8dd3c 100644 --- a/apps/sim/tools/generated/tool-ids.ts +++ b/apps/sim/tools/generated/tool-ids.ts @@ -3,7 +3,7 @@ /** Every registered tool id, including versioned variants. */ const toolIds: string[] = JSON.parse( - '["a2a_cancel_task","a2a_get_agent_card","a2a_get_task","a2a_send_message","agentmail_create_draft","agentmail_create_inbox","agentmail_delete_draft","agentmail_delete_inbox","agentmail_delete_thread","agentmail_forward_message","agentmail_get_draft","agentmail_get_inbox","agentmail_get_message","agentmail_get_thread","agentmail_list_drafts","agentmail_list_inboxes","agentmail_list_messages","agentmail_list_threads","agentmail_reply_message","agentmail_send_draft","agentmail_send_message","agentmail_update_draft","agentmail_update_inbox","agentmail_update_message","agentmail_update_thread","agentphone_create_call","agentphone_create_contact","agentphone_create_number","agentphone_delete_contact","agentphone_get_call","agentphone_get_call_transcript","agentphone_get_contact","agentphone_get_conversation","agentphone_get_conversation_messages","agentphone_get_number_messages","agentphone_get_usage","agentphone_get_usage_daily","agentphone_get_usage_monthly","agentphone_list_calls","agentphone_list_contacts","agentphone_list_conversations","agentphone_list_numbers","agentphone_react_to_message","agentphone_release_number","agentphone_send_message","agentphone_update_contact","agentphone_update_conversation","agiloft_async_status","agiloft_attach_file","agiloft_attachment_info","agiloft_create_record","agiloft_delete_record","agiloft_get_choice_line_id","agiloft_list_tables","agiloft_lock_record","agiloft_nlp_search","agiloft_read_record","agiloft_remove_attachment","agiloft_retrieve_attachment","agiloft_run_action_button","agiloft_saved_search","agiloft_search_records","agiloft_select_records","agiloft_update_record","agiloft_upsert_record","ahrefs_anchors","ahrefs_backlinks","ahrefs_backlinks_stats","ahrefs_batch_analysis","ahrefs_broken_backlinks","ahrefs_domain_rating","ahrefs_domain_rating_history","ahrefs_keyword_overview","ahrefs_keywords_history","ahrefs_metrics","ahrefs_metrics_history","ahrefs_organic_competitors","ahrefs_organic_keywords","ahrefs_paid_pages","ahrefs_rank_tracker_competitors_overview","ahrefs_rank_tracker_competitors_stats","ahrefs_rank_tracker_overview","ahrefs_rank_tracker_serp_overview","ahrefs_refdomains_history","ahrefs_referring_domains","ahrefs_related_terms","ahrefs_site_audit_page_explorer","ahrefs_top_pages","airtable_create_records","airtable_delete_records","airtable_get_base_schema","airtable_get_record","airtable_list_bases","airtable_list_records","airtable_list_tables","airtable_update_multiple_records","airtable_update_record","airtable_upsert_records","airweave_search","algolia_add_record","algolia_batch_operations","algolia_browse_records","algolia_clear_records","algolia_copy_move_index","algolia_delete_by_filter","algolia_delete_index","algolia_delete_record","algolia_get_record","algolia_get_records","algolia_get_settings","algolia_get_task_status","algolia_list_indices","algolia_partial_update_record","algolia_search","algolia_update_settings","amplitude_event_segmentation","amplitude_funnels","amplitude_get_active_users","amplitude_get_revenue","amplitude_group_identify","amplitude_identify_user","amplitude_list_events","amplitude_realtime_active_users","amplitude_retention","amplitude_send_event","amplitude_user_activity","amplitude_user_profile","amplitude_user_search","apify_get_dataset_items","apify_get_run","apify_run_actor_async","apify_run_actor_sync","apify_run_task","apollo_account_bulk_create","apollo_account_bulk_update","apollo_account_create","apollo_account_search","apollo_account_update","apollo_contact_bulk_create","apollo_contact_bulk_update","apollo_contact_create","apollo_contact_search","apollo_contact_update","apollo_email_accounts","apollo_opportunity_create","apollo_opportunity_get","apollo_opportunity_search","apollo_opportunity_update","apollo_organization_bulk_enrich","apollo_organization_enrich","apollo_organization_search","apollo_people_bulk_enrich","apollo_people_enrich","apollo_people_search","apollo_sequence_add_contacts","apollo_sequence_search","apollo_task_create","apollo_task_search","appconfig_create_application","appconfig_create_configuration_profile","appconfig_create_environment","appconfig_create_hosted_configuration_version","appconfig_delete_application","appconfig_delete_configuration_profile","appconfig_delete_environment","appconfig_delete_hosted_configuration_version","appconfig_get_application","appconfig_get_configuration","appconfig_get_configuration_profile","appconfig_get_deployment","appconfig_get_environment","appconfig_get_hosted_configuration_version","appconfig_list_applications","appconfig_list_configuration_profiles","appconfig_list_deployment_strategies","appconfig_list_deployments","appconfig_list_environments","appconfig_list_hosted_configuration_versions","appconfig_start_deployment","appconfig_stop_deployment","appconfig_update_application","appconfig_update_configuration_profile","appconfig_update_environment","arxiv_get_author_papers","arxiv_get_paper","arxiv_search","asana_add_comment","asana_a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delete_documents","windchill_download_attachment","windchill_download_primary_content","windchill_get_document","windchill_get_document_structure","windchill_get_primary_content","windchill_get_valid_state_transitions","windchill_list_attachments","windchill_list_documents","windchill_revise_document","windchill_revise_documents","windchill_set_lifecycle_state","windchill_undo_check_out_document","windchill_undo_check_out_documents","windchill_update_common_properties","windchill_update_document","windchill_update_document_security_labels","windchill_update_documents","windchill_upload_attachments","windchill_upload_primary_content","wiza_company_enrichment","wiza_get_credits","wiza_individual_reveal","wiza_prospect_search","wordpress_create_category","wordpress_create_comment","wordpress_create_page","wordpress_create_post","wordpress_create_tag","wordpress_delete_category","wordpress_delete_comment","wordpress_delete_media","wordpress_delete_page","wordpress_delete_post","wordpress_delete_tag","wordpress_get_category","wordpress_get_current_user","wordpress_get_media","wordpress_get_page","wordpress_get_post","wordpress_get_tag","wordpress_get_user","wordpress_list_categories","wordpress_list_comments","wordpress_list_media","wordpress_list_pages","wordpress_list_posts","wordpress_list_tags","wordpress_list_users","wordpress_search_content","wordpress_update_category","wordpress_update_comment","wordpress_update_page","wordpress_update_post","wordpress_update_tag","wordpress_upload_media","workday_assign_onboarding","workday_change_job","workday_create_prehire","workday_get_compensation","workday_get_organizations","workday_get_worker","workday_hire_employee","workday_list_workers","workday_terminate_worker","workday_update_worker","workflow_executor","x_create_bookmark","x_create_tweet","x_delete_bookmark","x_delete_tweet","x_get_blocking","x_get_bookmarks","x_get_followers","x_get_following","x_get_liked_tweets","x_get_liking_users","x_get_me","x_get_personalized_trends","x_get_quote_tweets","x_get_retweeted_by","x_get_trends_by_woeid","x_get_tweets_by_ids","x_get_usage","x_get_user_mentions","x_get_user_timeline","x_get_user_tweets","x_hide_reply","x_manage_block","x_manage_follow","x_manage_like","x_manage_mute","x_manage_retweet","x_read","x_search","x_search_tweets","x_search_users","x_user","x_write","youtube_channel_info","youtube_channel_playlists","youtube_channel_videos","youtube_comments","youtube_playlist_items","youtube_search","youtube_trending","youtube_video_categories","youtube_video_details","zendesk_autocomplete_organizations","zendesk_create_organization","zendesk_create_organizations_bulk","zendesk_create_ticket","zendesk_create_tickets_bulk","zendesk_create_user","zendesk_create_users_bulk","zendesk_delete_organization","zendesk_delete_ticket","zendesk_delete_user","zendesk_get_current_user","zendesk_get_organization","zendesk_get_organizations","zendesk_get_ticket","zendesk_get_tickets","zendesk_get_user","zendesk_get_users","zendesk_merge_tickets","zendesk_search","zendesk_search_count","zendesk_search_users","zendesk_update_organization","zendesk_update_ticket","zendesk_update_tickets_bulk","zendesk_update_user","zendesk_update_users_bulk","zep_add_messages","zep_add_user","zep_create_thread","zep_delete_thread","zep_get_context","zep_get_messages","zep_get_threads","zep_get_user","zep_get_user_threads","zerobounce_get_credits","zerobounce_verify_email","zoho_desk_add_comment","zoho_desk_get_attachment","zoho_desk_get_contact","zoho_desk_get_thread","zoho_desk_get_ticket","zoho_desk_list_comments","zoho_desk_list_organizations","zoho_desk_list_threads","zoho_desk_list_tickets","zoho_desk_update_ticket","zoom_create_meeting","zoom_delete_meeting","zoom_delete_recording","zoom_get_meeting","zoom_get_meeting_invitation","zoom_get_meeting_recordings","zoom_list_meetings","zoom_list_past_participants","zoom_list_recordings","zoom_update_meeting","zoominfo_enrich_companies","zoominfo_enrich_contacts","zoominfo_search_companies","zoominfo_search_contacts","zoominfo_search_intent","zoominfo_search_news"]' 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i_v2","stt_whisper","stt_whisper_v2","supabase_count","supabase_delete","supabase_get_row","supabase_insert","supabase_introspect","supabase_invoke_function","supabase_query","supabase_rpc","supabase_storage_copy","supabase_storage_create_bucket","supabase_storage_create_signed_upload_url","supabase_storage_create_signed_url","supabase_storage_delete","supabase_storage_delete_bucket","supabase_storage_download","supabase_storage_empty_bucket","supabase_storage_get_public_url","supabase_storage_list","supabase_storage_list_buckets","supabase_storage_move","supabase_storage_update_bucket","supabase_storage_upload","supabase_text_search","supabase_update","supabase_upsert","supabase_vector_search","table_batch_insert_rows","table_create","table_delete_row","table_delete_rows_by_filter","table_get_row","table_get_schema","table_insert_row","table_list","table_query_rows","table_query_rows_v2","table_update_row","table_update_rows_by_filter","table_upsert_row","tailscale_authorize_device","tailscale_create_auth_key","tailscale_delete_auth_key","tailscale_delete_device","tailscale_delete_user","tailscale_expire_device_key","tailscale_get_acl","tailscale_get_auth_key","tailscale_get_device","tailscale_get_device_routes","tailscale_get_dns_preferences","tailscale_get_dns_searchpaths","tailscale_list_auth_keys","tailscale_list_devices","tailscale_list_dns_nameservers","tailscale_list_users","tailscale_set_acl","tailscale_set_device_routes","tailscale_set_device_tags","tailscale_set_dns_nameservers","tailscale_set_dns_preferences","tailscale_set_dns_searchpaths","tailscale_suspend_user","tailscale_update_device_key","tavily_crawl","tavily_extract","tavily_map","tavily_search","telegram_copy_message","telegram_delete_message","telegram_edit_message_text","telegram_forward_message","telegram_get_chat","telegram_get_chat_member","telegram_message","telegram_pin_message","telegram_send_animation","telegram_send_audio","telegram_send_chat_action","telegram_send_contact","telegram_send_document","telegram_send_location","telegram_send_photo","telegram_send_poll","telegram_send_video","telegram_set_message_reaction","telegram_unpin_message","temporal_cancel_workflow","temporal_count_workflows","temporal_create_schedule","temporal_delete_schedule","temporal_describe_schedule","temporal_describe_task_queue","temporal_describe_workflow","temporal_get_workflow_history","temporal_list_schedules","temporal_list_workflows","temporal_pause_schedule","temporal_query_workflow","temporal_reset_workflow","temporal_signal_with_start","temporal_signal_workflow","temporal_start_workflow","temporal_terminate_workflow","temporal_trigger_schedule","temporal_unpause_schedule","temporal_update_workflow","textract_analyze_expense","textract_analyze_id","textract_parser","textract_parser_v2","thinking_tool","thrive_add_audience_managers","thrive_add_audience_members","thrive_add_user_tags","thrive_create_assignment","thrive_create_audience","thrive_create_completion","thrive_create_user","thrive_delete_assignment","thrive_delete_audience","thrive_delete_user","thrive_get_activity","thrive_get_assignment","thrive_get_audience","thrive_get_completion","thrive_get_content","thrive_get_cpd_category","thrive_get_cpd_entry","thrive_get_cpd_requirement","thrive_get_enrolment","thrive_get_skill_levels","thrive_get_tag","thrive_get_user_by_id","thrive_get_user_by_ref","thrive_list_assignments","thrive_list_audience_managers","thrive_list_audience_members","thrive_list_audiences","thrive_list_completions","thrive_list_enrolments","thrive_list_tags","thrive_query_activities","thrive_query_content","thrive_query_cpd_categories","thrive_query_cpd_entries","thrive_query_cpd_requirements","thrive_query_cpd_user_summaries","thrive_remove_audience_manager","thrive_remove_audience_member","thrive_remove_user_tags","thrive_replace_audience_managers","thrive_replace_audience_members","thrive_search_users","thrive_suspend_user","thrive_update_assignment","thrive_update_audience","thrive_update_user","thrive_update_user_skills","tiktok_get_post_status","tiktok_get_user","tiktok_list_videos","tiktok_query_videos","tiktok_upload_video_draft","tinybird_append_datasource","tinybird_delete_datasource_rows","tinybird_events","tinybird_get_job","tinybird_query","tinybird_query_pipe","tinybird_truncate_datasource","trello_add_checklist","trello_add_checklist_item","trello_add_comment","trello_add_label","trello_add_member","trello_create_board","trello_create_card","trello_create_list","trello_delete_card","trello_get_actions","trello_get_board","trello_get_card","trello_list_cards","trello_list_lists","trello_list_members","trello_remove_label","trello_remove_member","trello_search","trello_update_card","trello_update_checklist_item","trello_update_list","trigger_dev_activate_schedule","trigger_dev_add_run_tags","trigger_dev_batch_trigger_task","trigger_dev_cancel_run","trigger_dev_complete_waitpoint_token","trigger_dev_create_env_var","trigger_dev_create_schedule","trigger_dev_create_waitpoint_token","trigger_dev_deactivate_schedule","trigger_dev_delete_env_var","trigger_dev_delete_schedule","trigger_dev_execute_query","trigger_dev_get_batch","trigger_dev_get_batch_results","trigger_dev_get_deployment","trigger_dev_get_env_var","trigger_dev_get_latest_deployment","trigger_dev_get_query_schema","trigger_dev_get_queue","trigger_dev_get_run","trigger_dev_get_run_events","trigger_dev_get_run_result","trigger_dev_get_run_trace","trigger_dev_get_schedule","trigger_dev_get_waitpoint_token","trigger_dev_import_env_vars","trigger_dev_list_deployments","trigger_dev_list_env_vars","trigger_dev_list_queues","trigger_dev_list_runs","trigger_dev_list_schedules","trigger_dev_list_timezones","trigger_dev_list_waitpoint_tokens","trigger_dev_override_queue_concurrency","trigger_dev_pause_queue","trigger_dev_promote_deployment","trigger_dev_replay_run","trigger_dev_reschedule_run","trigger_dev_reset_queue_concurrency","trigger_dev_resume_queue","trigger_dev_trigger_task","trigger_dev_update_env_var","trigger_dev_update_run_metadata","trigger_dev_update_schedule","tts_azure","tts_cartesia","tts_deepgram","tts_elevenlabs","tts_google","tts_openai","tts_playht","twilio_send_sms","twilio_voice_get_recording","twilio_voice_list_calls","twilio_voice_make_call","typeform_create_form","typeform_delete_form","typeform_files","typeform_get_form","typeform_insights","typeform_list_forms","typeform_responses","typeform_update_form","upstash_redis_command","upstash_redis_delete","upstash_redis_exists","upstash_redis_expire","upstash_redis_get","upstash_redis_hget","upstash_redis_hgetall","upstash_redis_hset","upstash_redis_incr","upstash_redis_incrby","upstash_redis_keys","upstash_redis_lpush","upstash_redis_lrange","upstash_redis_set","upstash_redis_setnx","upstash_redis_ttl","uptimerobot_create_alert_contact","uptimerobot_create_maintenance_window","uptimerobot_create_monitor","uptimerobot_create_psp","uptimerobot_delete_alert_contact","uptimerobot_delete_maintenance_window","uptimerobot_delete_monitor","uptimerobot_delete_psp","uptimerobot_get_account","uptimerobot_get_alert_contact","uptimerobot_get_incident","uptimerobot_get_maintenance_window","uptimerobot_get_monitor","uptimerobot_get_psp","uptimerobot_list_alert_contacts","uptimerobot_list_incidents","uptimerobot_list_maintenance_windows","uptimerobot_list_monitors","uptimerobot_list_psps","uptimerobot_pause_monitor","uptimerobot_start_monitor","uptimerobot_update_maintenance_window","uptimerobot_update_monitor","uptimerobot_update_psp","vanta_download_document_file","vanta_get_control","vanta_get_document","vanta_get_framework","vanta_get_person","vanta_get_policy","vanta_get_risk_scenario","vanta_get_test","vanta_get_vendor","vanta_get_vulnerable_asset","vanta_list_control_documents","vanta_list_control_tests","vanta_list_controls","vanta_list_document_uploads","vanta_list_documents","vanta_list_framework_controls","vanta_list_frameworks","vanta_list_monitored_computers","vanta_list_people","vanta_list_policies","vanta_list_risk_scenarios","vanta_list_test_entities","vanta_list_tests","vanta_list_vendors","vanta_list_vulnerabilities","vanta_list_vulnerability_remediations","vanta_list_vulnerable_assets","vanta_submit_document","vanta_upload_document_file","vercel_add_domain","vercel_add_project_domain","vercel_cancel_deployment","vercel_create_alias","vercel_create_check","vercel_create_deployment","vercel_create_dns_record","vercel_create_edge_config","vercel_create_env_var","vercel_create_project","vercel_create_webhook","vercel_delete_alias","vercel_delete_deployment","vercel_delete_dns_record","vercel_delete_domain","vercel_delete_edge_config","vercel_delete_env_var","vercel_delete_project","vercel_delete_webhook","vercel_get_alias","vercel_get_check","vercel_get_deployment","vercel_get_deployment_events","vercel_get_domain","vercel_get_domain_config","vercel_get_edge_config","vercel_get_edge_config_items","vercel_get_env_vars","vercel_get_project","vercel_get_team","vercel_get_user","vercel_get_webhook","vercel_list_aliases","vercel_list_checks","vercel_list_deployment_files","vercel_list_deployments","vercel_list_dns_records","vercel_list_domains","vercel_list_edge_configs","vercel_list_project_domains","vercel_list_projects","vercel_list_team_members","vercel_list_teams","vercel_list_webhooks","vercel_pause_project","vercel_promote_deployment","vercel_remove_project_domain","vercel_rerequest_check","vercel_unpause_project","vercel_update_check","vercel_update_dns_record","vercel_update_edge_config_items","vercel_update_env_var","vercel_update_project","vercel_update_project_domain","vercel_verify_project_domain","video_falai","video_luma","video_minimax","video_runway","video_veo","vision_tool","vision_tool_v2","wealthbox_read_contact","wealthbox_read_note","wealthbox_read_task","wealthbox_write_contact","wealthbox_write_note","wealthbox_write_task","webflow_create_item","webflow_delete_item","webflow_get_item","webflow_list_items","webflow_update_item","webhook_request","whatsapp_get_media","whatsapp_mark_read","whatsapp_send_interactive","whatsapp_send_media","whatsapp_send_message","whatsapp_send_reaction","whatsapp_send_template","whatsapp_upload_media","wikipedia_content","wikipedia_random","wikipedia_search","wikipedia_summary","windchill_check_in_document","windchill_check_in_documents","windchill_check_out_document","windchill_check_out_documents","windchill_create_document","windchill_create_documents","windchill_delete_document","windchill_delete_documents","windchill_download_attachment","windchill_download_primary_content","windchill_get_document","windchill_get_document_structure","windchill_get_primary_content","windchill_get_valid_state_transitions","windchill_list_attachments","windchill_list_documents","windchill_revise_document","windchill_revise_documents","windchill_set_lifecycle_state","windchill_undo_check_out_document","windchill_undo_check_out_documents","windchill_update_common_properties","windchill_update_document","windchill_update_document_security_labels","windchill_update_documents","windchill_upload_attachments","windchill_upload_primary_content","wiza_company_enrichment","wiza_get_credits","wiza_individual_reveal","wiza_prospect_search","wordpress_create_category","wordpress_create_comment","wordpress_create_page","wordpress_create_post","wordpress_create_tag","wordpress_delete_category","wordpress_delete_comment","wordpress_delete_media","wordpress_delete_page","wordpress_delete_post","wordpress_delete_tag","wordpress_get_category","wordpress_get_current_user","wordpress_get_media","wordpress_get_page","wordpress_get_post","wordpress_get_tag","wordpress_get_user","wordpress_list_categories","wordpress_list_comments","wordpress_list_media","wordpress_list_pages","wordpress_list_posts","wordpress_list_tags","wordpress_list_users","wordpress_search_content","wordpress_update_category","wordpress_update_comment","wordpress_update_page","wordpress_update_post","wordpress_update_tag","wordpress_upload_media","workday_assign_onboarding","workday_change_job","workday_create_prehire","workday_get_compensation","workday_get_organizations","workday_get_worker","workday_hire_employee","workday_list_workers","workday_terminate_worker","workday_update_worker","workflow_executor","x_create_bookmark","x_create_tweet","x_delete_bookmark","x_delete_tweet","x_get_blocking","x_get_bookmarks","x_get_followers","x_get_following","x_get_liked_tweets","x_get_liking_users","x_get_me","x_get_personalized_trends","x_get_quote_tweets","x_get_retweeted_by","x_get_trends_by_woeid","x_get_tweets_by_ids","x_get_usage","x_get_user_mentions","x_get_user_timeline","x_get_user_tweets","x_hide_reply","x_manage_block","x_manage_follow","x_manage_like","x_manage_mute","x_manage_retweet","x_read","x_search","x_search_tweets","x_search_users","x_user","x_write","youtube_channel_info","youtube_channel_playlists","youtube_channel_videos","youtube_comments","youtube_playlist_items","youtube_search","youtube_trending","youtube_video_categories","youtube_video_details","zendesk_autocomplete_organizations","zendesk_create_organization","zendesk_create_organizations_bulk","zendesk_create_ticket","zendesk_create_tickets_bulk","zendesk_create_user","zendesk_create_users_bulk","zendesk_delete_organization","zendesk_delete_ticket","zendesk_delete_user","zendesk_get_current_user","zendesk_get_organization","zendesk_get_organizations","zendesk_get_ticket","zendesk_get_tickets","zendesk_get_user","zendesk_get_users","zendesk_merge_tickets","zendesk_search","zendesk_search_count","zendesk_search_users","zendesk_update_organization","zendesk_update_ticket","zendesk_update_tickets_bulk","zendesk_update_user","zendesk_update_users_bulk","zep_add_messages","zep_add_user","zep_create_thread","zep_delete_thread","zep_get_context","zep_get_messages","zep_get_threads","zep_get_user","zep_get_user_threads","zerobounce_get_credits","zerobounce_verify_email","zoho_desk_add_comment","zoho_desk_get_attachment","zoho_desk_get_contact","zoho_desk_get_thread","zoho_desk_get_ticket","zoho_desk_list_comments","zoho_desk_list_organizations","zoho_desk_list_threads","zoho_desk_list_tickets","zoho_desk_update_ticket","zoom_create_meeting","zoom_delete_meeting","zoom_delete_recording","zoom_get_meeting","zoom_get_meeting_invitation","zoom_get_meeting_recordings","zoom_list_meetings","zoom_list_past_participants","zoom_list_recordings","zoom_update_meeting","zoominfo_enrich_companies","zoominfo_enrich_contacts","zoominfo_search_companies","zoominfo_search_contacts","zoominfo_search_intent","zoominfo_search_news"]' ) export default toolIds diff --git a/apps/sim/tools/generated/tool-metadata.ts b/apps/sim/tools/generated/tool-metadata.ts index 3b9af4f5055..6914df4c9b8 100644 --- a/apps/sim/tools/generated/tool-metadata.ts +++ b/apps/sim/tools/generated/tool-metadata.ts @@ -3,7 +3,7 @@ /** Serializable metadata for every built-in tool, keyed by tool id. */ const toolMetadata: Record = JSON.parse( - '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get Task","description":"Retrieve the current state and result of an A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to retrieve"},"historyLength":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history messages to include"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_send_message":{"id":"a2a_send_message","name":"A2A Send Message","description":"Send a message to an external A2A agent and return its response.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message text to send"},"data":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional structured JSON data to attach"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional files to attach"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Existing task ID to continue"},"contextId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation context ID to continue"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"agentmail_create_draft":{"id":"agentmail_create_draft","name":"Create Draft","description":"Create a new email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to create the draft in"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient email addresses (comma-separated)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Draft subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text draft body"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML draft body"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email addresses (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email addresses (comma-separated)"},"inReplyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of message being replied to"},"sendAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to schedule sending"}}},"agentmail_create_inbox":{"id":"agentmail_create_inbox","name":"Create Inbox","description":"Create a new email inbox with AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username for the inbox email address"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain for the inbox email address"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name for the inbox"}}},"agentmail_delete_draft":{"id":"agentmail_delete_draft","name":"Delete Draft","description":"Delete an email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the draft"},"draftId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the draft to delete"}}},"agentmail_delete_inbox":{"id":"agentmail_delete_inbox","name":"Delete Inbox","description":"Delete an email inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to delete"}}},"agentmail_delete_thread":{"id":"agentmail_delete_thread","name":"Delete Thread","description":"Delete an email thread in AgentMail (moves to trash, or permanently deletes if already in trash)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the thread"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to delete"},"permanent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Force permanent deletion instead of moving to trash"}}},"agentmail_forward_message":{"id":"agentmail_forward_message","name":"Forward Message","description":"Forward an email message to new recipients in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the message"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to forward"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email addresses (comma-separated)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional plain text to prepend"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional HTML to prepend"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email addresses (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email addresses (comma-separated)"}}},"agentmail_get_draft":{"id":"agentmail_get_draft","name":"Get Draft","description":"Get details of a specific email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox the draft belongs to"},"draftId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the draft to retrieve"}}},"agentmail_get_inbox":{"id":"agentmail_get_inbox","name":"Get Inbox","description":"Get details of a specific email inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to retrieve"}}},"agentmail_get_message":{"id":"agentmail_get_message","name":"Get Message","description":"Get details of a specific email message in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the message"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to retrieve"}}},"agentmail_get_thread":{"id":"agentmail_get_thread","name":"Get Thread","description":"Get details of a specific email thread including messages in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the thread"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to retrieve"}}},"agentmail_list_drafts":{"id":"agentmail_list_drafts","name":"List Drafts","description":"List email drafts in an inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to list drafts from"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of drafts to return"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token for next page of results"}}},"agentmail_list_inboxes":{"id":"agentmail_list_inboxes","name":"List Inboxes","description":"List all email inboxes in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of inboxes to return"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token for next page of results"}}},"agentmail_list_messages":{"id":"agentmail_list_messages","name":"List Messages","description":"List messages in an inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to list messages from"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of messages to return"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token for next page of results"}}},"agentmail_list_threads":{"id":"agentmail_list_threads","name":"List 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Read only when the delete rule is REPLACE_WITH_ANOTHER."},"deleteRule":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to treat records that depend on this one: ERROR_IF_DEPENDANTS (default — fails rather than cascading), APPLY_DELETE_WHERE_POSSIBLE, DELETE_WHERE_POSSIBLE_OTHERWISE_UNLINK, APPLY_UNLINK, UNLINK_WHERE_POSSIBLE_OTHERWISE_DELETE, or REPLACE_WITH_ANOTHER"}}},"agiloft_get_choice_line_id":{"id":"agiloft_get_choice_line_id","name":"Agiloft Get Choice Line ID","description":"Resolve the internal numeric ID of a choice-list value, for use in EWSelect WHERE clauses against choice fields.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"case\\", \\"contracts\\")"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Choice field name (e.g., \\"priority\\", \\"status\\")"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"Choice display value to resolve (e.g., \\"High\\", \\"Active\\")"}}},"agiloft_list_tables":{"id":"agiloft_list_tables","name":"Agiloft List Tables","description":"List the tables and fields in an Agiloft knowledge base, to discover the logical names other operations need.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logical name of a single table to describe (e.g., \\"contacts\\"). Leave empty to list every table in the knowledge base."},"includeLinkedInfo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the source table and column behind each linked field"},"skipColumnsInfo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return table names only, omitting field details, for a much smaller response"}}},"agiloft_lock_record":{"id":"agiloft_lock_record","name":"Agiloft Lock Record","description":"Lock, unlock, or check the lock status of an Agiloft record.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to lock, unlock, or check"},"lockAction":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to perform: \\"lock\\", \\"unlock\\", or \\"check\\""},"force":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Unlock only: release a lock held by another user."}}},"agiloft_nlp_search":{"id":"agiloft_nlp_search","name":"Agiloft Natural Language Search","description":"Search Agiloft records by describing what you want in plain language, such as \\"active NDAs submitted last month\\".","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"nlpQuery":{"type":"string","required":true,"visibility":"user-or-llm","description":"The request in plain language, e.g. \\"Show me open, high-priority contracts\\". Structured field filters are not accepted — use Search Records for those."},"fields":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated field names to return, e.g. \\"id, contract_title1, company_name\\""},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number, starting from 0"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Records per page"}}},"agiloft_read_record":{"id":"agiloft_read_record","name":"Agiloft Read Record","description":"Read a record by ID from an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to read"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of field names to include in the response"}}},"agiloft_remove_attachment":{"id":"agiloft_remove_attachment","name":"Agiloft Remove Attachment","description":"Remove an attached file from a field in an Agiloft record.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record containing the attachment"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field"},"position":{"type":"string","required":true,"visibility":"user-or-llm","description":"Position index of the file to remove (starting from 0)"}}},"agiloft_retrieve_attachment":{"id":"agiloft_retrieve_attachment","name":"Agiloft Retrieve Attachment","description":"Download an attached file from an Agiloft record field.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record containing the attachment"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field"},"position":{"type":"string","required":true,"visibility":"user-or-llm","description":"Position index of the file in the field (starting from 0)"}}},"agiloft_run_action_button":{"id":"agiloft_run_action_button","name":"Agiloft Run Action Button","description":"Run an action button on an Agiloft record, such as an approval or send-for-signature step.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"case\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to run the action button on"},"actionButtonField":{"type":"string","required":true,"visibility":"user-or-llm","description":"Logical name of the field holding the action button (e.g., \\"ab_field\\")"}}},"agiloft_saved_search":{"id":"agiloft_saved_search","name":"Agiloft Saved Search","description":"List the saved searches defined for an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Logical table name to list saved searches for (e.g., \\"contract\\")"}}},"agiloft_search_records":{"id":"agiloft_search_records","name":"Agiloft Search Records","description":"Search for records in an Agiloft table using a query.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to search in (e.g., \\"contracts\\", \\"contacts.employees\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ad hoc EWSearch query. Combine conditions with && (and) or || (or) and quote every value — e.g. \\"summary~=\'test\'&&priority=\'High\'\\". Required unless a saved search is given."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Label of a saved search defined on the table (e.g., \\"C: Status is Closed\\"). Can be combined with a query to narrow it further."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of field names to include in the results"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for paginated results (starting from 0)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return per page. Agiloft treats 0 as \\"all records\\", so leave it unset or use a positive value to keep result sizes bounded."}}},"agiloft_select_records":{"id":"agiloft_select_records","name":"Agiloft Select Records","description":"Select record IDs matching a SQL WHERE clause from an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL WHERE clause using database column names (e.g., \\"summary like \'%new%\'\\" or \\"assigned_person=\'John Doe\'\\"). EWSelect has no page size and returns every matching ID, so append a database limit such as \\"limit 0,200\\" to bound the result."}}},"agiloft_update_record":{"id":"agiloft_update_record","name":"Agiloft Update Record","description":"Update an existing record in an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to update"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated field values as a JSON object (e.g., {\\"status\\": \\"Active\\", \\"priority\\": \\"High\\"})"}}},"agiloft_upsert_record":{"id":"agiloft_upsert_record","name":"Agiloft Upsert Record","description":"Create an Agiloft record, or update it when a record already matches the given fields.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"match":{"type":"string","required":true,"visibility":"user-or-llm","description":"Field used to find an existing record (e.g., \\"ext_id\\"). Pick something that identifies a record uniquely — if more than one record matches, Agiloft writes nothing and returns a conflict."},"async":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Queue the write instead of waiting for it. Returns a callback ID instead of a record ID; pass that to Async Status to poll the result."},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Field values as a JSON object. On create these populate the new record; on update only the supplied fields change."}}},"ahrefs_anchors":{"id":"ahrefs_anchors","name":"Ahrefs Anchors","description":"Get the anchor text distribution for a target domain or URL\'s backlinks, showing how many links and referring domains use each anchor text.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost backlinks), or \\"since:YYYY-MM-DD\\" (backlinks found since a date)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_backlinks":{"id":"ahrefs_backlinks","name":"Ahrefs Backlinks","description":"Get a list of backlinks pointing to a target domain or URL. Returns details about each backlink including source URL, anchor text, and domain rating.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live backlinks), \\"all_time\\" (default, includes lost backlinks), or \\"since:YYYY-MM-DD\\" (backlinks found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_backlinks_stats":{"id":"ahrefs_backlinks_stats","name":"Ahrefs Backlinks Stats","description":"Get backlink and referring domain totals for a target domain or URL, both currently live and across all time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_batch_analysis":{"id":"ahrefs_batch_analysis","name":"Ahrefs Batch Analysis","description":"Get bulk SEO metrics (Domain Rating, backlinks, referring domains, organic traffic, and more) for multiple domains or URLs in a single request. Useful for comparing many competitors at once.","version":"1.0.0","params":{"targets":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of domains or URLs to analyze. Example: \\"example.com,competitor.com\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode applied to every target: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"protocol":{"type":"string","required":false,"visibility":"user-or-llm","description":"Protocol applied to every target: \\"both\\" (default), \\"http\\", or \\"https\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_broken_backlinks":{"id":"ahrefs_broken_backlinks","name":"Ahrefs Broken Backlinks","description":"Get a list of broken backlinks pointing to a target domain or URL. Useful for identifying link reclamation opportunities.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_domain_rating":{"id":"ahrefs_domain_rating","name":"Ahrefs Domain Rating","description":"Get the Domain Rating (DR) and Ahrefs Rank for a target domain. Domain Rating shows the strength of a website\'s backlink profile on a scale from 0 to 100.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze (e.g., example.com)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date for historical data in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_domain_rating_history":{"id":"ahrefs_domain_rating_history","name":"Ahrefs Domain Rating History","description":"Get the historical Domain Rating (DR) trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_keyword_overview":{"id":"ahrefs_keyword_overview","name":"Ahrefs Keyword Overview","description":"Get detailed metrics for a keyword including search volume, keyword difficulty, CPC, clicks, and traffic potential.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The keyword to analyze"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_keywords_history":{"id":"ahrefs_keywords_history","name":"Ahrefs Keywords History","description":"Get the historical organic keyword ranking distribution for a target domain or URL over a date range: how many keywords rank in each position bucket at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_metrics":{"id":"ahrefs_metrics","name":"Ahrefs Metrics","description":"Get a one-call organic and paid search overview for a target domain or URL: organic traffic, organic keywords, paid traffic, paid keywords, and estimated traffic cost.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_metrics_history":{"id":"ahrefs_metrics_history","name":"Ahrefs Metrics History","description":"Get the historical organic and paid traffic trend for a target domain or URL over a date range: organic traffic/cost and paid traffic/cost at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_competitors":{"id":"ahrefs_organic_competitors","name":"Ahrefs Organic Competitors","description":"Get domains that compete with a target domain or URL for the same organic keywords, ranked by keyword overlap.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_keywords":{"id":"ahrefs_organic_keywords","name":"Ahrefs Organic Keywords","description":"Get organic keywords that a target domain or URL ranks for in Google search results. Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_paid_pages":{"id":"ahrefs_paid_pages","name":"Ahrefs Paid Pages","description":"Get a target domain\'s pages that receive paid search traffic, sorted by estimated paid traffic. Returns page URLs with their paid traffic, keyword counts, and estimated spend.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to retrieve (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_bases":{"id":"airtable_list_bases","name":"Airtable List Bases","description":"List all bases the authenticated user has access to","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination offset for retrieving additional bases"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_records":{"id":"airtable_list_records","name":"Airtable List Records","description":"Read records from an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"maxRecords":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (default: all records)"},"filterFormula":{"type":"string","required":false,"visibility":"user-or-llm","description":"Formula to filter records (e.g., \\"({Field Name} = \'Value\')\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_tables":{"id":"airtable_list_tables","name":"Airtable List Tables","description":"List all tables and their schema in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_update_multiple_records":{"id":"airtable_update_multiple_records","name":"Airtable Update Multiple Records","description":"Update multiple existing records in an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to update, each with an `id` and a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_update_record":{"id":"airtable_update_record","name":"Airtable Update Record","description":"Update an existing record in an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to update (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"An object containing the field names and their new values"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_upsert_records":{"id":"airtable_upsert_records","name":"Airtable Upsert Records","description":"Update existing records or create new ones in an Airtable table, matching on the specified merge fields","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to upsert, each with a `fields` object"},"fieldsToMergeOn":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of field names used to match existing records (max 3). A record is updated when all merge fields match, otherwise it is created. Example: [\\"Name\\"]"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airweave_search":{"id":"airweave_search","name":"Airweave Search","description":"Search your synced data collections using Airweave. Supports semantic search with hybrid, neural, or keyword retrieval strategies. Optionally generate AI-powered answers from search results.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Airweave API Key for authentication"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The readable ID of the collection to search"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query text"},"limit":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of results to return (default: 100)"},"retrievalStrategy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Retrieval strategy: hybrid (default), neural, or keyword"},"expandQuery":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate query variations to improve recall"},"rerank":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reorder results for improved relevance using LLM"},"generateAnswer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate a natural-language answer to the query"}}},"algolia_add_record":{"id":"algolia_add_record","name":"Algolia Add Record","description":"Add or replace a record in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"objectID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID for the record (auto-generated if not provided)"},"record":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object representing the record to add"}}},"algolia_batch_operations":{"id":"algolia_batch_operations","name":"Algolia Batch Operations","description":"Perform batch add, update, partial update, or delete operations on records in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"requests":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of batch operations. Each item has \\"action\\" (addObject, updateObject, partialUpdateObject, partialUpdateObjectNoCreate, deleteObject, delete, clear) and \\"body\\" (the record data; must include objectID for update/delete; use an empty object {} for the index-level delete/clear actions)"}}},"algolia_browse_records":{"id":"algolia_browse_records","name":"Algolia Browse Records","description":"Browse and iterate over all records in an Algolia index using cursor pagination","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia API Key (must have browse ACL)"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index to browse"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter browsed records"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter string to narrow down results"},"attributesToRetrieve":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to retrieve"},"hitsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of hits per page (default: 1000, max: 1000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous browse response for pagination"},"aroundLatLng":{"type":"string","required":false,"visibility":"user-or-llm","description":"Coordinates for geo-search (e.g., \\"40.71,-74.01\\")"},"aroundRadius":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum radius in meters for geo-search, or \\"all\\" for unlimited"},"insideBoundingBox":{"type":"json","required":false,"visibility":"user-or-llm","description":"Bounding box coordinates as [[lat1, lng1, lat2, lng2]] for geo-search"},"insidePolygon":{"type":"json","required":false,"visibility":"user-or-llm","description":"Polygon coordinates as [[lat1, lng1, lat2, lng2, lat3, lng3, ...]] for geo-search"}}},"algolia_clear_records":{"id":"algolia_clear_records","name":"Algolia Clear Records","description":"Clear all records from an Algolia index while keeping settings, synonyms, and rules","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key (must have deleteIndex ACL)"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index to clear"}}},"algolia_copy_move_index":{"id":"algolia_copy_move_index","name":"Algolia Copy/Move Index","description":"Copy or move an Algolia index to a new destination","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the source index"},"operation":{"type":"string","required":true,"visibility":"user-or-llm","description":"Operation to perform: \\"copy\\" or \\"move\\""},"destination":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the destination index"},"scope":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of scopes to copy (only for \\"copy\\" operation): [\\"settings\\", \\"synonyms\\", \\"rules\\"]. 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Use operations like $set, $setOnce, $add, $append, $unset."},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_list_events":{"id":"amplitude_list_events","name":"Amplitude List Events","description":"List all event types in the Amplitude project with their weekly totals and unique counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_realtime_active_users":{"id":"amplitude_realtime_active_users","name":"Amplitude Real-time Active Users","description":"Get real-time active user counts at 5-minute granularity for the last 2 days.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_retention":{"id":"amplitude_retention","name":"Amplitude Retention","description":"Measure how many users return to perform an action after a starting action.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"startEvent":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON starting event object, e.g. {\\"event_type\\":\\"_new\\"} or {\\"event_type\\":\\"_active\\"}"},"returnEvent":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON returning event object, e.g. {\\"event_type\\":\\"_all\\"} or {\\"event_type\\":\\"_active\\"}"},"start":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYYMMDD format"},"end":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYYMMDD format"},"retentionMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Retention type: \\"bracket\\", \\"rolling\\", or \\"n-day\\" (default: n-day)"},"retentionBrackets":{"type":"string","required":false,"visibility":"user-or-llm","description":"Required when Retention Mode is \\"bracket\\". 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Not available for EU data-residency projects.","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External user ID (required if no device_id)"},"deviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Device ID (required if no user_id)"},"getAmpProps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include Amplitude user properties (true/false, default: false)"},"getCohortIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include cohort IDs the user belongs to (true/false, default: false)"},"getComputations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include computed user properties (true/false, default: false)"}}},"amplitude_user_search":{"id":"amplitude_user_search","name":"Amplitude User Search","description":"Search for a user by User ID, Device ID, or Amplitude ID using the Dashboard REST API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID, Device ID, or Amplitude ID to search for"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"apify_get_dataset_items":{"id":"apify_get_dataset_items","name":"APIFY Get Dataset Items","description":"Retrieve items stored in an APIFY dataset","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"datasetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Dataset ID to read items from. 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Example: \\"HG7ML7M8z78YcAPEB\\""}}},"apify_run_actor_async":{"id":"apify_run_actor_async","name":"APIFY Run Actor (Async)","description":"Run an APIFY actor asynchronously with polling for long-running tasks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"waitForFinish":{"type":"number","required":false,"visibility":"user-or-llm","description":"Initial wait time in seconds (0-60) before polling starts. Example: 30"},"itemLimit":{"type":"number","required":false,"default":100,"visibility":"user-or-llm","description":"Max dataset items to fetch (1-250000). Default: 100. Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_actor_sync":{"id":"apify_run_actor_sync","name":"APIFY Run Actor (Sync)","description":"Run an APIFY actor synchronously and get results (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_task":{"id":"apify_run_task","name":"APIFY Run Task","description":"Run a saved APIFY actor task synchronously and get dataset items (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task ID or username/task-name. Examples: \\"janedoe/my-task\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string that overrides the task\'s saved input. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}]}"},"itemLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max dataset items to return (1-250000). Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the run (128-32768). Example: 1024 for 1GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the run. Example: 300 for 5 minutes"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\""}}},"apollo_account_bulk_create":{"id":"apollo_account_bulk_create","name":"Apollo Bulk Create Accounts","description":"Create up to 100 accounts at once in your Apollo database. Set run_dedupe=true to deduplicate by domain, organization_id, and name. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"accounts":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of accounts to create (max 100). 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Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"account_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of account IDs to update with the same values (max 1000). Use with name/owner_id for uniform updates. Use either this OR account_attributes."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this name to all accounts"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this owner to all accounts"},"account_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this account stage to all accounts"},"account_attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of account objects with individual updates (each must include id). Example: [{\\"id\\": \\"acc1\\", \\"name\\": \\"Acme\\", \\"owner_id\\": \\"u1\\", \\"account_stage_id\\": \\"s1\\", \\"typed_custom_fields\\": {\\"field_id\\": \\"value\\"}}]"},"async":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, processes the update asynchronously. Only supported when using account_ids; returns 422 if used with account_attributes."}}},"apollo_account_create":{"id":"apollo_account_create","name":"Apollo Create Account","description":"Create a new account (company) in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company name (e.g., \\"Acme Corporation\\")"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain without www. prefix (e.g., \\"acme.com\\")"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number for the account"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo user ID of the account owner"},"account_stage_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo ID for the account stage to assign this account to"},"raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate location (e.g., \\"San Francisco, CA, USA\\")"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-only","description":"Custom field values as { custom_field_id: value } map"}}},"apollo_account_search":{"id":"apollo_account_search","name":"Apollo Search Accounts","description":"Search your team\'s accounts in Apollo. Display limit: 50,000 records (100 records per page, 500 pages max). Use filters to narrow results. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"q_organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter accounts by organization name (partial-match search)"},"account_stage_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by account stage IDs"},"account_label_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by account label IDs"},"sort_by_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: \\"account_last_activity_date\\", \\"account_created_at\\", or \\"account_updated_at\\""},"sort_ascending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Sort ascending when true. Defaults to descending."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (e.g., 1, 2, 3)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page, max 100 (e.g., 25, 50, 100)"}}},"apollo_account_update":{"id":"apollo_account_update","name":"Apollo Update Account","description":"Update an existing account in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"account_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the account to update (e.g., \\"acc_abc123\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name (e.g., \\"Acme Corporation\\")"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain (e.g., \\"acme.com\\")"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company phone number"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo user ID of the account owner"},"account_stage_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo ID for the account stage to assign this account to"},"raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate location (e.g., \\"San Francisco, CA, USA\\")"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-only","description":"Custom field values as { custom_field_id: value } map"}}},"apollo_contact_bulk_create":{"id":"apollo_contact_bulk_create","name":"Apollo Bulk Create Contacts","description":"Create up to 100 contacts at once in your Apollo database. Supports deduplication to prevent creating duplicate contacts. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"contacts":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of contacts to create (max 100). Each contact may include first_name, last_name, email, title, organization_name, account_id, owner_id, contact_stage_id, linkedin_url, phone (single string) or phone_numbers (array of {raw_number, position}), contact_emails, typed_custom_fields, and CRM IDs (salesforce_contact_id, hubspot_id, team_id) for cross-system matching"},"append_label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Label names to add to all contacts in this request (e.g., [\\"Hot Lead\\"])"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable deduplication to prevent creating duplicate contacts. When true, existing contacts are returned without modification"}}},"apollo_contact_bulk_update":{"id":"apollo_contact_bulk_update","name":"Apollo Bulk Update Contacts","description":"Update up to 100 existing contacts at once in your Apollo database. Each contact must include an id field. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"contact_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of contact IDs to update. Must be paired with an object-form contact_attributes specifying the fields to apply uniformly to all listed contacts."},"contact_attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Required. Either an array of per-contact updates (each with id) — used standalone — or a single object of attributes to apply to all contact_ids. Supported fields: owner_id, email, organization_name, title, first_name, last_name, account_id, present_raw_address, linkedin_url, typed_custom_fields"},"async":{"type":"boolean","required":false,"visibility":"user-only","description":"Force asynchronous processing. Automatically enabled for >100 contacts"}}},"apollo_contact_create":{"id":"apollo_contact_create","name":"Apollo Create Contact","description":"Create a new contact in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title (e.g., \\"VP of Sales\\", \\"Software Engineer\\")"},"account_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo account ID to associate with (e.g., \\"acc_abc123\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"User ID of the contact owner (accepted by Apollo but not officially documented for POST /contacts)"},"organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the contact\'s employer (e.g., \\"Apollo\\")"},"website_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate website URL (e.g., \\"https://www.apollo.io/\\")"},"label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lists/labels to add the contact to (e.g., [\\"Prospects\\"])"},"contact_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo ID for the contact stage"},"present_raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal location for the contact (e.g., \\"Atlanta, United States\\")"},"direct_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number"},"corporate_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Work/office phone number"},"mobile_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"home_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Home phone number"},"other_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative phone number"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom field values keyed by custom field ID"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, Apollo deduplicates against existing contacts"}}},"apollo_contact_search":{"id":"apollo_contact_search","name":"Apollo Search Contacts","description":"Search your team\'s contacts in Apollo","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"q_keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords to search for"},"contact_stage_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by contact stage IDs"},"contact_label_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by Apollo label IDs (lists)"},"sort_by_field":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: contact_last_activity_date, contact_email_last_opened_at, contact_email_last_clicked_at, contact_created_at, or contact_updated_at"},"sort_ascending":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, sort ascending. Must be used together with sort_by_field"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (e.g., 1, 2, 3)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page, max 100 (e.g., 25, 50, 100)"}}},"apollo_contact_update":{"id":"apollo_contact_update","name":"Apollo Update Contact","description":"Update an existing contact in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"contact_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the contact to update (e.g., \\"con_abc123\\")"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title (e.g., \\"VP of Sales\\", \\"Software Engineer\\")"},"account_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo account ID (e.g., \\"acc_abc123\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"User ID of the contact owner (accepted by Apollo but not officially documented for PATCH /contacts/{id})"},"organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the contact\'s employer (e.g., \\"Apollo\\")"},"website_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate website URL (e.g., \\"https://www.apollo.io/\\")"},"label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lists/labels to add the 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If not provided, will get multiple tasks."},"workspace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asana workspace GID (numeric string) to filter tasks (required when not using taskGid)"},"project":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asana project GID (numeric string) to filter tasks"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tasks to return (default: 50)"}},"oauth":{"required":true,"provider":"asana"}},"asana_list_sections":{"id":"asana_list_sections","name":"Asana List Sections","description":"List all sections in an Asana project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Asana"},"projectGid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GID of the Asana project (numeric string) to list sections from"}},"oauth":{"required":true,"provider":"asana"}},"asana_list_workspaces":{"id":"asana_list_workspaces","name":"Asana List Workspaces","description":"List all Asana workspaces and organizations the authenticated user belongs to","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Asana"}},"oauth":{"required":true,"provider":"asana"}},"asana_search_tasks":{"id":"asana_search_tasks","name":"Asana Search Tasks","description":"Search for tasks in an Asana workspace","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Asana"},"workspace":{"type":"string","required":true,"visibility":"user-or-llm","description":"Asana workspace GID (numeric string) to search tasks in"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text to search for in task names"},"assignee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter tasks by assignee user GID"},"projects":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of Asana project GIDs (numeric strings) to filter tasks by"},"completed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by completion status"}},"oauth":{"required":true,"provider":"asana"}},"asana_update_task":{"id":"asana_update_task","name":"Asana Update Task","description":"Update an existing task in Asana","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Asana"},"taskGid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Asana task GID (numeric string) of the task to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the task"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated notes or description for the task"},"assignee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated assignee user GID"},"completed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark task as completed or not completed"},"due_on":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated due date in YYYY-MM-DD format"}},"oauth":{"required":true,"provider":"asana"}},"ashby_add_candidate_tag":{"id":"ashby_add_candidate_tag","name":"Ashby Add Candidate Tag","description":"Adds a tag to a candidate in Ashby and returns the updated candidate.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to add the tag to"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the tag to add"}}},"ashby_change_application_stage":{"id":"ashby_change_application_stage","name":"Ashby Change Application Stage","description":"Moves an application to a different interview stage. Requires an archive reason when moving to an Archived stage.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"applicationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the application to update the stage of"},"interviewStageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the interview stage to move the application to"},"archiveReasonId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Archive reason UUID. Required when moving to an Archived stage, ignored otherwise"}}},"ashby_create_application":{"id":"ashby_create_application","name":"Ashby Create Application","description":"Creates a new application for a candidate on a job. Optionally specify interview plan, stage, source, and credited user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to consider for the job"},"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the job to consider the candidate for"},"interviewPlanId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the interview plan to use (defaults to the job default plan)"},"interviewStageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the interview stage to place the application in (defaults to first Lead stage)"},"sourceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the source to set on the application"},"creditedToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the user the application is credited to"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to set as the application creation date (defaults to now)"}}},"ashby_create_candidate":{"id":"ashby_create_candidate","name":"Ashby Create Candidate","description":"Creates a new candidate record in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The candidate full name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary email address for the candidate"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number for the candidate"},"linkedInUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"githubUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub profile URL"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal website URL"},"sourceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the source to attribute the candidate to"},"creditedToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the Ashby user to credit with sourcing this candidate"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601 (e.g. 2024-01-01T00:00:00Z). Defaults to now."},"alternateEmailAddresses":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of additional email address strings to add to the candidate, e.g. [\\"a@x.com\\",\\"b@y.com\\"]"}}},"ashby_create_note":{"id":"ashby_create_note","name":"Ashby Create Note","description":"Creates a note on a candidate in Ashby. Supports plain text and HTML content (bold, italic, underline, links, lists, code).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to add the note to"},"note":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note content. If noteType is text/html, supports: , , , ,