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Pyspark Mcp

MCP server · by AnnasMazhar

Developer Tools
Python
v0.0.4

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

Install

Run one of the commands below, then add the client config underneath.

Python
uvx pyspark-tools

Client configuration

Paste into Claude Desktop, Cursor (mcp.json), VS Code or any MCP client, then restart the client.

mcpServers
{
  "mcpServers": {
    "pyspark-mcp": {
      "command": "uvx",
      "args": [
        "pyspark-tools"
      ]
    }
  }
}

About this server

Pyspark Mcp is listed in the Developer Tools category of the MCPNav directory. It is distributed as Python and can be loaded by any client that speaks the Model Context Protocol.

Typical uses include giving your assistant scoped access to the corresponding service so it can answer questions and take actions with real data instead of guessing. Always review what a server can access before you enable it — see our MCP security guide.

Frequently asked questions

What is the Pyspark Mcp MCP server?

Pyspark Mcp is an MCP server by AnnasMazhar. SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

How do I install Pyspark Mcp?

Install it with: uvx pyspark-tools. Then add the JSON config to your client's MCP settings and restart the client.

Is Pyspark Mcp free to use?

The MCP server itself is free to install. The source is public on https://github.com/AnnasMazhar/pyspark_mcp. Any third-party API it calls (such as a search or maps API) may require its own key and billing.

Which clients support Pyspark Mcp?

Any MCP-compatible client can use it, including Claude Desktop, Cursor, VS Code, Windsurf and custom agents.