Databricks

Q: How do I connect Databricks to my app?

Use Weavz Hosted Connect for custom authentication. Install the SDK, create a connection through the connect portal or API, then execute tools programmatically.

Q: Does Databricks work with Claude Code, Cursor, Codex, and local agents?

Yes. Remote or local MCP clients can connect to a Weavz MCP endpoint for the workspace. Local coding agents can also use the Weavz CLI to inspect apps, discover actions, and run approved Databricks work from a terminal.

Q: Can Databricks be used in stateful agent workflows?

Yes. Weavz lets agents combine Databricks tools with Filesystem, State KV, Human Gates, input partials, and other workspace integrations while keeping execution scoped to the selected workspace or end user.

Q: What authentication does Databricks use?

Databricks uses custom authentication. Weavz stores credentials securely and uses them for authorized action execution.

Databricks workspace integration for SQL Statement Execution API 2.0, Jobs API 2.2, Unity Catalog API 2.1, and Workspace API 2.0.

CustomAnalytics Developer Tools AI

23 tools

2 triggers

Use withChatGPTClaudeClaude CodeCursorCodexMCP clientsSetup guide

Tools

Triggers

Name	Description
`job_run_state_changed` Triggers when a Databricks Jobs API run state changes.	Triggers when a Databricks Jobs API run state changes.
`latest_job_run_finished` Triggers when a Databricks job has a newly completed run.	Triggers when a Databricks job has a newly completed run.

Quick Start

TypeScript

import { WeavzClient } from '@weavz-io/sdk'

const weavz = new WeavzClient({ apiKey: 'wvz_...' })

const result = await weavz.actions.execute('databricks', 'validate_connection', {
  workspaceId: '550e8400-e29b-41d4-a716-446655440000',
  integrationAlias: 'databricks',
  input: { /* ... */ },
})

API Reference TypeScript SDK Python SDK All Features Pricing

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Frequently Asked Questions

How do I connect Databricks to my app?

Use Weavz Hosted Connect for Custom authentication. Install the SDK, create a connection through the connect portal or API, then execute tools programmatically.

What tools does Databricks support?

Databricks supports 23 tools including Validate Connection, Execute SQL Statement, Get SQL Statement, Get SQL Result Chunk, Cancel SQL Statement, and more.

Can I use Databricks with AI agents?

Yes. Add Databricks to an MCP server in Tool Mode or Code Mode. Code Mode provides 3 meta-tools with on-demand API discovery so agents can compose stateful workflows without loading every action schema up front.

How do I connect Databricks to ChatGPT or Claude?

Open the Weavz connector setup, sign in, choose a workspace, and add Databricks as an approved app. ChatGPT, Claude, and other remote MCP clients can then call the scoped Databricks tools exposed by that workspace.

Does Databricks work with Claude Code, Cursor, Codex, and local agents?

Yes. Remote and local MCP clients can connect to a Weavz MCP endpoint for the workspace. Local coding agents can also use the Weavz CLI to inspect apps, discover actions, run approved Databricks work, and execute Code Mode workflows from a terminal.

What can I ask an AI agent to do with Databricks?

Databricks exposes 23 tools, including Validate Connection, Execute SQL Statement, Get SQL Statement, Get SQL Result Chunk, Cancel SQL Statement, and more. Use Weavz to keep credentials scoped, require approval for sensitive work, and audit what the agent did.

Can Databricks be used in stateful agent workflows?

Yes. Agents can combine Databricks tools with Filesystem, State KV, Human Gates, input partials, and other workspace integrations while keeping execution scoped to the selected workspace or end user.

What authentication does Databricks use?

Databricks uses Custom. Weavz stores credentials securely and uses them for authorized action execution.

How much does the Databricks integration cost?

The Databricks integration is included on all Weavz plans including the free tier with 20,000 actions per month. No credit card required.

What triggers does Databricks support?

Databricks supports 2 triggers including Job Run State Changed, Latest Job Run Finished.

Connect Databricks in minutes

Get 20,000 free action executions every month. No credit card required.

Get Started Free Browse All Integrations

Name	Description
`validate_connection` Validate credentials with a low-impact Databricks Workspace API 2.0 get-status request on the workspace root.	Validate credentials with a low-impact Databricks Workspace API 2.0 get-status request on the workspace root.
`execute_sql_statement` Execute a Databricks SQL Statement Execution API 2.0 request against a SQL warehouse. SQL is read-only by default so agents do not mutate data unless explicitly allowed.	Execute a Databricks SQL Statement Execution API 2.0 request against a SQL warehouse. SQL is read-only by default so agents do not mutate data unless explicitly allowed.
`get_sql_statement` Get status, manifest, and the first result chunk for a Databricks SQL Statement Execution API 2.0 statement.	Get status, manifest, and the first result chunk for a Databricks SQL Statement Execution API 2.0 statement.
`get_sql_result_chunk` Fetch a specific result chunk from a completed Databricks SQL Statement Execution API 2.0 statement.	Fetch a specific result chunk from a completed Databricks SQL Statement Execution API 2.0 statement.
`cancel_sql_statement` Cancel a running Databricks SQL Statement Execution API 2.0 statement and poll get_sql_statement for the terminal state.	Cancel a running Databricks SQL Statement Execution API 2.0 statement and poll get_sql_statement for the terminal state.
`list_jobs` List Databricks Jobs API 2.2 jobs visible to the token, with pagination fields preserved for agents.	List Databricks Jobs API 2.2 jobs visible to the token, with pagination fields preserved for agents.
`get_job` Get a single Databricks Jobs API 2.2 job definition by job_id.	Get a single Databricks Jobs API 2.2 job definition by job_id.
`run_job_now` Trigger an existing Databricks job with Jobs API 2.2 run-now and return the run_id. Requires explicit confirmation so agents do not start compute accidentally.	Trigger an existing Databricks job with Jobs API 2.2 run-now and return the run_id. Requires explicit confirmation so agents do not start compute accidentally.
`cancel_job_run` Cancel a Databricks Jobs API 2.2 job run or task run. Requires explicit confirmation because cancellation changes run state.	Cancel a Databricks Jobs API 2.2 job run or task run. Requires explicit confirmation because cancellation changes run state.
`list_job_runs` List Databricks Jobs API 2.2 runs in descending start-time order for monitoring and pagination.	List Databricks Jobs API 2.2 runs in descending start-time order for monitoring and pagination.
`get_job_run` Get Databricks Jobs API 2.2 run metadata for a job run or task run.	Get Databricks Jobs API 2.2 run metadata for a job run or task run.
`get_job_run_output` Retrieve output and metadata for a single Databricks Jobs API 2.2 task run. Databricks returns only the first 5 MB of notebook output and logs.	Retrieve output and metadata for a single Databricks Jobs API 2.2 task run. Databricks returns only the first 5 MB of notebook output and logs.
`list_catalogs` List Unity Catalog catalogs using Databricks Unity Catalog API 2.1.	List Unity Catalog catalogs using Databricks Unity Catalog API 2.1.
`get_catalog` Get one Unity Catalog catalog by name using Databricks Unity Catalog API 2.1.	Get one Unity Catalog catalog by name using Databricks Unity Catalog API 2.1.
`list_schemas` List schemas under a Unity Catalog catalog using Databricks Unity Catalog API 2.1.	List schemas under a Unity Catalog catalog using Databricks Unity Catalog API 2.1.
`get_schema` Get a Unity Catalog schema by full name, for example main.default.	Get a Unity Catalog schema by full name, for example main.default.
`list_tables` List tables and views under a Unity Catalog schema using Databricks Unity Catalog API 2.1.	List tables and views under a Unity Catalog schema using Databricks Unity Catalog API 2.1.
`get_table` Get a Unity Catalog table or view by full name, for example main.default.orders.	Get a Unity Catalog table or view by full name, for example main.default.orders.
`list_table_summaries` List compact Unity Catalog table summaries using Databricks Unity Catalog API 2.1.	List compact Unity Catalog table summaries using Databricks Unity Catalog API 2.1.
`list_workspace_objects` List notebooks, directories, repos, and files under a workspace path using Databricks Workspace API 2.0.	List notebooks, directories, repos, and files under a workspace path using Databricks Workspace API 2.0.
`get_workspace_object_status` Get metadata for one workspace object with Databricks Workspace API 2.0 get-status.	Get metadata for one workspace object with Databricks Workspace API 2.0 get-status.
`export_workspace_object` Export a Databricks workspace notebook or file with Workspace API 2.0. Direct downloads are returned as base64 content.	Export a Databricks workspace notebook or file with Workspace API 2.0. Direct downloads are returned as base64 content.
`custom_api_call` Call a Databricks REST API path on the configured workspace. Only relative /api/... paths are allowed; auth and headers are fixed by the connection.	Call a Databricks REST API path on the configured workspace. Only relative /api/... paths are allowed; auth and headers are fixed by the connection.