PySpark

Item: PySpark
Rating: 43
Author: M8ven

MCP server for running PySpark SQL queries and data transformations against Spark clusters.

→ annasmazhar/pyspark_mcp · listed on pulsemcp

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/annasmazhar-pyspark-mcp-1b5jhl)](https://m8ven.ai/mcp/annasmazhar-pyspark-mcp-1b5jhl)

commit: 3f68f0c42b9d25cac0cf0e5fd67ad0833d7599a9

code hash: 044352d65da73cf6773814ac38adb58c0405daae9da8dd62491ac3b92fe98251

verified: 6/10/2026, 11:24:34 AM

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