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