🧠 AutoGen-Compatible Multi-Agent Research POC with Ollama + BraveSearch

Item: 🧠 AutoGen-Compatible Multi-Agent Research POC with Ollama + BraveSearch
Rating: 36
Author: M8ven

This project is a proof of concept for running a local-first multi-agent system using: 🤖 Local LLMs via Ollama 🧩 Simple function/tool-call detection using <tool_call>... 🔍 Brave Search API or optional Brave MCP plugin server 🧠 Two collaborating agents: Searcher and Synthesizer

→ chin3/Multi-Agent-Research-POC · listed on mcp_so

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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 1 credential: BRAVE_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.

🔐 secretBRAVE_API_KEY— ├── .env # Contains

// 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

[![M8ven Score](https://m8ven.ai/badge/mcp/chin3-multi-agent-research-poc-p687vh)](https://m8ven.ai/mcp/chin3-multi-agent-research-poc-p687vh)

commit: 1c7261bdb85f24ae24cb2b45e5489284cf3e309a

code hash: cf97781c7c3649e52301a9af6954718443d966292e9a3547f23b2170055688c3

verified: 6/17/2026, 11:45:10 AM

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