Pavan Madduri — Personal Knowledge MCP Server

A Model Context Protocol (MCP) server that exposes a professional profile — certifications, industry articles, open source contributions, and live GitHub activity — as a queryable API for AI agents.

→ pmady/pavan-profile-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.

🔐

You'll be asked for 1 credential: GITHUB_TOKEN

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.

🔐 secretGITHUB_TOKEN— export ="ghp_your_token_here"

// 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/pmady-pavan-profile-mcp-1kgd3t)](https://m8ven.ai/mcp/pmady-pavan-profile-mcp-1kgd3t)

commit: 70256b3a07055c46eb0ffc562cc566eb592ea935

code hash: b4d90772e24b9047952a861a506dd1687ac2a5b506a30bd451d1e73121267dbd

verified: 6/18/2026, 11:10:49 AM

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