DeepMiro

Simulate hundreds of AI agents to predict how communities react to events and policies. Upload any document (PDF, Markdown, text) and DeepMiro spawns a diverse swarm of AI agents that debate, share, and form opinions — then delivers a calibrated prediction report. Free and open-source.

→ kakarot-dev/deepmiro · listed on glama

Install from

Glama

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

// key findings

✅

9 tools verified — handlers match their declared behaviour

5 read-only tools verified — handlers contain no write/delete/exec

✅

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.

🔐

You'll be asked for 2 credentials: LLM_API_KEY, MCP_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.

configDEEPMIRO_VIA_PLUGIN

configHTTP_PORT

🔐 secretLLM_API_KEY— Railway reads docker-compose.yml from the repo root and prompts for + SURREAL_PASSWORD. The MCP service gets a public .up.railway.app URL — hand that to your AI tools.

configMAX_RETRIES

🔐 secretMCP_API_KEY— MCP ships with no auth by default — set in .env before exposing it to the internet. The backend REST API is internal-only out of the box.

configMIROFISH_URL

configREQUEST_TIMEOUT_MS

configTRANSPORT

configVITE_API_BASE_URL

// 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/kakarot-dev-deepmiro-1go88w)](https://m8ven.ai/mcp/kakarot-dev-deepmiro-1go88w)

commit: caf920c2e4d1f5f58c12468031b19270b33f95e0

code hash: 77b69f5f8d4932530422a03cac489f1dc96ddf0bfb4c6e2c9404c242ac6c26d0

verified: 4/18/2026, 6:18:32 PM

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