kavi-research-assistant-mcp

Item: kavi-research-assistant-mcp
Rating: 43
Author: M8ven

Enables AI to save, organize, search, and synthesize research materials using a local vector database with support for both OpenAI and Ollama backends.

→ machhakiran/kavi-research-assistant-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 1 concrete improvement 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/machhakiran-kavi-research-assistant-mcp-izzj1e)](https://m8ven.ai/mcp/machhakiran-kavi-research-assistant-mcp-izzj1e)

commit: b98c3dd5f8a27a22934cad2ab734498a71d9aa7a

code hash: b1f40ae59bcc288325f369ca30c3ef7e92660b369e2897330e84c835b75d653e

verified: 6/11/2026, 11:45:43 AM

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