Self-Evolving MCP Brain

Item: Self-Evolving MCP Brain
Rating: 71
Author: M8ven

A self-updating MCP system that analyzes design and code inputs with an LLM, refines them through conversation, and crystallizes approved patterns into a local skill library for MCP agents.

→ raaaas/Self-Evolving-MCP-Brain · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// 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: FREELLMAPI_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.

configFREELLMAPI_BASE_URL

configFREELLMAPI_MODEL

configFREELLMAPI_TIMEOUT

configFREELLMAPI_MAX_RETRIES

configFREELLMAPI_RETRY_BACKOFF

🔐 secretFREELLMAPI_KEY— cp .env.example .env # then edit

// 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/raaaas-self-evolving-mcp-brain-fsfo7i)](https://m8ven.ai/mcp/raaaas-self-evolving-mcp-brain-fsfo7i)

commit: 15f042c1fde25698808a2a9ced2e6374f46249f8

code hash: c8fee43f721495b3b58b724a2c23c63e3db8223aef9c72fea5e5f835e01ae599

verified: 6/23/2026, 10:32:53 AM

view raw JSON →