Databricks guMCP Server

Tools

• Get Me

  Get information about the authenticated user. Returns the current user's details including username, email, and account information.

• List Clusters

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

• Terminate Cluster

  Terminates a Spark cluster with the specified ID. Cluster is removed asynchronously and will be in TERMINATED state when complete.

• Start Cluster

  Starts a terminated Spark cluster. Preserves previous cluster ID and attributes. Starts with last specified size or minimum nodes if autoscaling.

• List Jobs

  Retrieves a list of jobs in the workspace.

• 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. Supports idempotency tokens to prevent duplicate runs.

• Get Job Run Output

  Retrieve the output and metadata of a single task run. Returns first 5 MB of output. For notebook tasks, gets the value from dbutils.notebook.exit().

• Query Serving Endpoint

  Query a serving endpoint with input data. Supports various input formats including dataframes, tensors, and prompts for external/foundation models.

• Query Vector Index

  Query a vector index for similarity search. Supports ANN and HYBRID search with optional filtering.

• Execute Sql

  Execute a SQL statement and optionally await its results. Supports inline results (<25 MiB) or external links (up to 100 GiB).

• 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.