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Databricks guMCP Server

Databricks guMCP Server

Manage Databricks clusters, jobs, and job runs

Tools

  • Get Me

    Get authenticated user information

  • List Clusters

    List all pinned and active clusters, and all clusters terminated within the last 30 days

  • Terminate Cluster

    Terminate a Spark cluster

  • Start Cluster

    Start a terminated Spark cluster

  • List Jobs

    Retrieve a list of jobs with automatic pagination support

  • Manage Job Run

    Cancel a running job or delete a non-active job run

  • Run Job

    Trigger a new job run and return the run_id

  • Get Job Run Output

    Retrieve the output and metadata of a single task run

  • Query Serving Endpoint

    Query a serving endpoint with input data

  • Query Vector Index

    Query a vector index for similarity search

  • Execute Sql

    Execute a SQL statement and optionally await its results

  • List Warehouses

    List all SQL warehouses that you have access to

  • List Serving Endpoints

    List all model serving endpoints in the workspace

  • List Vector Search Endpoints

    List all vector search endpoints in the workspace

Installation Steps

Get StartedGet Started
1

Create a Gumloop Account

To use this MCP, you need a Gumloop account. If you don't have one yet, you can create one for free.

2

Generate Your Server URL

Generate and copy your MCP server URL to use in your application.