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Databricks MCP Server

@JordiNeil

代码仓库

基本信息

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其他

传输方式

stdio

作者

JordiNeil

关于 Databricks MCP Server

MCP Server for Databricks

#databricks#mcp-server#sql-queries

Databricks MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "databricks": {
      "command": "python3",
      "args": [
        "main.py"
      ]
    }
  }
}

Databricks MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Databricks MCP Server?

The Databricks MCP Server is a Model Context Protocol (MCP) server that connects to the Databricks API, enabling LLMs to run SQL queries on Databricks SQL warehouses, list jobs, and retrieve job status. It is intended for developers who want to let AI assistants interact with their Databricks workspace.

How to use Databricks MCP Server?

Set up the server by cloning the repository, creating a virtual environment, installing dependencies, and configuring a .env file with your Databricks host, personal access token, and SQL warehouse HTTP path. Start the server with python main.py. Optionally test the connection with python test_connection.py or use the MCP inspector via npx @modelcontextprotocol/inspector python3 main.py.

Key features of Databricks MCP Server

  • Run SQL queries on Databricks SQL warehouses
  • List all Databricks jobs in your workspace
  • Get status of a specific Databricks job
  • Get detailed information about a Databricks job
  • Integrates with LLMs through the Model Context Protocol

Use cases of Databricks MCP Server

  • Ask an LLM to show all tables in the database
  • Instruct an LLM to count records in a specific table
  • Have an LLM list all your Databricks jobs
  • Request an LLM to check the status of job #123
  • Ask an LLM to show details about a particular job

常见问题

1

What prerequisites are needed to run Databricks MCP Server?

Python 3.7+ and a Databricks workspace with a personal access token, a SQL warehouse endpoint, and permissions to run queries and access jobs.

2

How do I obtain my Databricks credentials?

Your Databricks host is the instance URL (e.g., `your-instance.cloud.databricks.com`). Create a personal access token under User Settings > Developer > Access tokens. For the HTTP path, go to SQL Warehouses, select your warehouse, and copy the connection details.

3

How do I store credentials securely?

Place them in a `.env` file containing `DATABRICKS_HOST`, `DATABRICKS_TOKEN`, and `DATABRICKS_HTTP_PATH`. Never commit this file to version control.

4

What MCP tools does the server provide?

Four tools: `run_sql_query` (executes SQL), `list_jobs` (lists all jobs), `get_job_status` (status by job ID), and `get_job_details` (detailed info by job ID).

5

What should I do if connection fails?

Verify the Databricks host does not include `https://`, ensure your SQL warehouse is running, check the token’s permissions, and run the included test script `python test_connection.py`.

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