Tiny Chat

Item: Tiny Chat
Rating: 71
Author: M8ven

A lightweight RAG system that provides an MCP server for searching and interacting with vector-based knowledge bases. It enables users to perform retrieval-augmented generation and search across Qdrant collections through a standardized interface.

→ to-aoki/tiny_chat · 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.

// required environment variables

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

configDB_CONFIG— "": "/path/to/tiny_chat/database_config.json"

configLLM_CONFIG

configSTREAMLIT_BROWSER_GATHER_USAGE_STATS

// 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 4 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/to-aoki-tiny-chat-da9a3h)](https://m8ven.ai/mcp/to-aoki-tiny-chat-da9a3h)

commit: 8d081656f4e4de0cad829b1ff22bcca80db884bc

code hash: 47cc0cad4eb26115cbdcc570b6f705657245cca5e94a8c1ac452ae5fca538d49

verified: 6/17/2026, 12:13:10 PM

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