databricks-mcp

databricks-mcp

A read-only MCP server that enables users to query Databricks SQL, browse metadata, and monitor Delta Lake tables. It also supports tracking Databricks Jobs, DLT Pipelines, and cluster metrics through natural language interfaces.

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README

databricks-mcp

MCP Python License

Read this in other languages: 正體中文

A read-only MCP (Model Context Protocol) server for Databricks, enabling Claude to query Databricks SQL, browse metadata, and monitor jobs/pipelines.

Features

  • SQL Queries: Execute SELECT, SHOW, DESCRIBE queries (write operations blocked)
  • Metadata Browsing: List catalogs, schemas, tables, and search tables
  • Delta Lake: View table history, details, and grants
  • Jobs & Pipelines: List and monitor Databricks Jobs and DLT Pipelines
  • Query History: Browse SQL query history with filters
  • Cluster Metrics: Monitor CPU, memory, network usage from system tables

Installation

Prerequisites

  • Python 3.13+
  • uv package manager
  • Databricks workspace with SQL Warehouse

Setup

# Clone the repository
git clone https://github.com/ChrisChoTW/databricks-mcp.git
cd databricks-mcp

# Install dependencies
uv sync

# Create .env file
cp .env.example .env

Configuration

Edit .env with your Databricks credentials:

DATABRICKS_SERVER_HOSTNAME=your-workspace.cloud.databricks.com
DATABRICKS_HTTP_PATH=/sql/1.0/warehouses/your-warehouse-id
DATABRICKS_TOKEN=your-personal-access-token

Usage

With Claude Code

Add to your Claude Code MCP configuration (~/.claude.json):

{
  "mcpServers": {
    "databricks-sql": {
      "type": "stdio",
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/databricks-mcp",
        "run",
        "python",
        "server.py"
      ],
      "env": {
        "DATABRICKS_SERVER_HOSTNAME": "your-workspace.cloud.databricks.com",
        "DATABRICKS_HTTP_PATH": "/sql/1.0/warehouses/your-warehouse-id",
        "DATABRICKS_TOKEN": "your-token"
      }
    }
  }
}

Standalone

uv run python server.py

Available Tools

SQL & Metadata

Tool Description
databricks_query Execute SQL queries (read-only)
list_catalogs List all catalogs
list_schemas List schemas in a catalog
list_tables List tables in a schema
get_table_schema Get table structure (DESCRIBE EXTENDED)
search_tables Search tables by name

Delta Lake

Tool Description
get_table_history View Delta table change history
get_table_detail View Delta table details
get_grants View object permissions
list_volumes List Unity Catalog volumes

Jobs & Pipelines

Tool Description
list_jobs List Databricks Jobs
get_job Get job details
list_job_runs List job run history
get_job_run Get run details
list_pipelines List DLT Pipelines
get_pipeline Get pipeline status

Compute & Monitoring

Tool Description
list_query_history List SQL query history
list_warehouses List SQL Warehouses
list_clusters List clusters
get_cluster_metrics Get cluster CPU/memory metrics
get_cluster_events Get cluster events

Project Structure

databricks-mcp/
├── server.py         # Entry point
├── core.py           # Shared connections and MCP instance
└── tools/
    ├── query.py      # SQL queries and metadata
    ├── delta.py      # Delta Lake and permissions
    ├── jobs.py       # Jobs management
    ├── pipelines.py  # DLT Pipelines
    ├── compute.py    # Clusters and query history
    └── metrics.py    # Cluster metrics

Security

This server is read-only by design:

  • ❌ INSERT, UPDATE, DELETE, DROP, TRUNCATE, MERGE, COPY blocked
  • ✅ SELECT, SHOW, DESCRIBE, CREATE VIEW allowed
  • Credentials are passed via environment variables (never hardcoded)

License

MIT

Contributing

Issues and pull requests are welcome!

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