Documentation Search (Groq + Serper)

Combines web search through Serper API with Groq's language models to intelligently extract and structure clean, readable content from documentation sites for popular libraries like LangChain, LlamaIndex, OpenAI, and UV package manager.

→ aiwithhassan/mcp-server-python · 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.

🔐

You'll be asked for 2 credentials: SERPER_API_KEY, GROQ_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretSERPER_API_KEY— API keys for: , GROQ_API_KEY

🔐 secretGROQ_API_KEY— API keys for: SERPER_API_KEY,

// 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 5 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/aiwithhassan-mcp-server-python-124siz)](https://m8ven.ai/mcp/aiwithhassan-mcp-server-python-124siz)

commit: 47bd9a01636de6dfd7fb8d70cd1d90f40240d92b

code hash: 0783ca7a342626fc9d16e5b6dcc9502a8b2e85e44054309fc54edbe740ac43a1

verified: 6/15/2026, 3:11:48 PM

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