41
grade D
13 days ago
glama
Personal Research Assistant MCP
Enables semantic search and conversational querying across a personal research library of PDFs, DOCX, and other documents using a vector database. It provides tools for document summarization, finding related papers, and high-accuracy retrieval for AI clients like Claude Desktop.
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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.
// 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 2 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
[](https://m8ven.ai/mcp/chakri01-research-assistant-mcp-1pewhn)commit: 825e6542c849e4eb8d584ee5c9a6fc7b6601b15f
code hash: aca24bd455b8946bf2b78b2b9bb1a3caa2d25082e27104835c17b4caafe02652
verified: 4/11/2026, 3:21:56 PM