PySpark MCP
SQL migration, AWS Glue job generation, and PySpark optimization as an MCP server.
MCP server · by AnnasMazhar
About
PySpark MCP is an MCP server published by AnnasMazhar. Marketplaces we read that list it: 1 (Official MCP Registry). The last change we recorded was on 2026-10-18. As of our marketplace pass on 2026-10-20.
What it asks for
- Runs on your machine
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Package
PyPI pyspark-tools (pyspark-tools on PyPI)
- PyPI downloads/week: 26 (2026-10-13)
- PyPI downloads/month: 174 (2026-10-13)
- Latest version on PyPI: 0.1.0, published 2026-08-29
- Declared version 0.1.0 is not listed on PyPI
PyPI facts come from pypi.org, PyPI downloads from pypistats.org. Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a local MCP server: PyPI package
Built from what Official MCP Registry declares.
claude mcp add --transport stdio pyspark-mcp -- uvx pyspark-tools[mcp_servers.pyspark-mcp]
command = "uvx"
args = ["pyspark-tools"]{
"mcpServers": {
"pyspark-mcp": {
"command": "uvx",
"args": [
"pyspark-tools"
]
}
}
}Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 0.1.0 | Downloads/month (PyPI): 174 Downloads/week (PyPI): 26 Forks (GitHub): 0 Stars (GitHub): 0 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
- Official MCP Registry: description changed
- Official MCP Registry: released version 0.1.0 (was 0.0.4)
- Official MCP Registry: title changed to PySpark MCP
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Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.