SERVER

PySpark MCP Server

Rank #11,608

io.github.AnnasMazhar/pyspark-mcp

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

1 version

by annasmazhar (1 servers)View repository ↗Claim this server

First listed

Nov 8, 2025

Last publish date

May 9, 2026

OVERVIEW

PySpark MCP Server is a Model Context Protocol (MCP) server published by annasmazhar. It ranks #11,608 of 132,046 servers tracked on MCP Toplist. PySpark MCP Server is listed across 3 registries — Official MCP, PulseMCP and Glama, with 1 tracked version. It was first listed on Nov 8, 2025 and most recently updated on May 9, 2026.

STANDING

#11,608of 132,046 tracked serversTop 10%

Ranks ahead of 120,438 of 132,046 servers on MCP Toplist.

CONNECT

Use PySpark MCP Server

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Python package (PyPI)

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

Python package (PyPI)

[mcp_servers.pyspark-mcp]
command = "uvx"
args = ["pyspark-tools"]

Add to ~/.codex/config.toml.

Python package (PyPI)

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

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

Python package (PyPI)

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

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

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

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

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

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

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

BADGE

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Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.AnnasMazhar%2Fpyspark-mcp.svg)](https://mcptoplist.com/server/io.github.AnnasMazhar%2Fpyspark-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.AnnasMazhar%2Fpyspark-mcp"><img src="https://mcptoplist.com/badge/io.github.AnnasMazhar%2Fpyspark-mcp.svg" alt="MCP Toplist: Top 10% of 132,046" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 3 registries

Official MCP

PulseMCP

Glama

ORGANIZATION

annasmazhar

Organization

annasmazhar

Servers in org

Versions across org

VERSIONS

Available versions (1)

Version	Published
0.0.4	May 9, 2026

FAQ

Frequently asked questions

Who maintains PySpark MCP Server?: PySpark MCP Server is maintained by annasmazhar, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
Is PySpark MCP Server listed on the Official MCP Registry?: Yes — PySpark MCP Server is listed on the Official MCP Registry, alongside PulseMCP and Glama.
How many versions does PySpark MCP Server have?: MCP Toplist tracks 1 version of PySpark MCP Server, most recently published on May 9, 2026.
Where can I find the source code for PySpark MCP Server?: The source code for PySpark MCP Server is hosted at github.com/annasmazhar/pyspark_mcp.

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