PySpark MCP

MCP server · by AnnasMazhar

Databases Python v0.1.0

SQL migration, AWS Glue job generation, and PySpark optimization as an MCP server.

View source ↗ Generate config for multiple servers More servers

Install

Pin version registry version 0.1.0

Python
uvx pyspark-tools

Python
uvx pyspark-tools@0.1.0

Setup by client

Pick your client — the config below is generated for this server (local stdio). Copy respects the “Pin version” switch above.

claude_desktop_config.json

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

{
  "mcpServers": {
    "pyspark-mcp": {
      "command": "uvx",
      "args": [
        "pyspark-tools@0.1.0"
      ]
    }
  }
}

Format verified against the official Claude Desktop docs ↗.

terminal

claude mcp add pyspark-mcp -- uvx pyspark-tools

claude mcp add pyspark-mcp -- uvx pyspark-tools@0.1.0

Format verified against the official Claude Code docs ↗.

.cursor/mcp.json

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

{
  "mcpServers": {
    "pyspark-mcp": {
      "command": "uvx",
      "args": [
        "pyspark-tools@0.1.0"
      ]
    }
  }
}

Format verified against the official Cursor docs ↗.

.vscode/mcp.json

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

{
  "servers": {
    "pyspark-mcp": {
      "command": "uvx",
      "args": [
        "pyspark-tools@0.1.0"
      ]
    }
  }
}

Format verified against the official VS Code docs ↗.

mcp_config.json

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

{
  "mcpServers": {
    "pyspark-mcp": {
      "command": "uvx",
      "args": [
        "pyspark-tools@0.1.0"
      ]
    }
  }
}

Format verified against the official Windsurf docs ↗.

GitHub

最近更新于 16 天前 · MIT license

About this server

PySpark MCP Server SQL migration assistance, AWS Glue job template generation, and Spark code optimization — as an MCP server. Not the live Spark pyspark mcp package. This project is SQL → PySpark / Glue source generation , published as pyspark tools . SemyonSinchenko/pyspark mcp introspects a runni…

Summary from the project README — github.com/AnnasMazhar/pyspark_mcp

Distributed as Python, listed under Databases. Review our MCP security guide before granting access to real data.

Frequently asked questions

What does the PySpark MCP MCP server do?

How do I install PySpark MCP?

Run the install command shown above, then paste the config for your client (Claude Desktop, Claude Code, Cursor, VS Code or Windsurf) into its 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 service it calls may require its own API key and account.

Which clients support PySpark MCP?

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

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