code-analysis-context-python-mcp

A Model Context Protocol server for deep codebase understanding of Python projects, focusing on data analysis and scientific computing. It provides architectural analysis, pattern detection, dependency mapping, test coverage analysis, and AI-optimized context generation.

→ andreahaku/code-analysis-context-python-mcp · listed on glama

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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 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/andreahaku-code-analysis-context-python-mcp-3h3gea)](https://m8ven.ai/mcp/andreahaku-code-analysis-context-python-mcp-3h3gea)

commit: 10c47e1fe6892809030a1ee45830220424ec9617

code hash: 701232aabc3faf00c9ad6aa22fbbf266f1e4dcd49e583352f85bd4d790cb8d07

verified: 6/21/2026, 10:45:20 AM

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