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1 month ago

glama

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

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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.

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// 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 7 credentials: SECRET_KEY, LLM_API_KEY, LLM_BOOST_API_KEY, SURREAL_PASS, SURREAL_PASSWORD, DEEPMIRO_API_KEY, OPENAI_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

configVITE_API_BASE_URL

configWEB_DIST

configWERKZEUG_RUN_MAIN

🔐 secretSECRET_KEY

configFLASK_DEBUG

🔐 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.

configLLM_BASE_URL

🔐 secretLLM_BOOST_API_KEY

configLLM_BOOST_BASE_URL

configLLM_BOOST_MODEL_NAME

configLLM_MODEL_NAME

configGRAPH_BACKEND

configSURREAL_URL

configSURREAL_NAMESPACE

configSURREAL_DATABASE

configSURREAL_USER

🔐 secretSURREAL_PASS— $(openssl rand -hex 32)

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

configEMBEDDING_PROVIDER

configEMBEDDING_MODEL

configEMBEDDING_DIMENSIONS

configOASIS_DEFAULT_MAX_ROUNDS

configREPORT_AGENT_MAX_TOOL_CALLS

configREPORT_AGENT_MAX_REFLECTION_ROUNDS

configREPORT_AGENT_TEMPERATURE

configLLM_TIMEOUT_SECONDS

configSURREAL_TIMEOUT_SECONDS

🔐 secretDEEPMIRO_API_KEY— export =dm_your_key # or set in ~/.claude/settings.json

configDEEPMIRO_WATCHDOG_STALE_SECONDS

configDEEPMIRO_WATCHDOG_TICK_SECONDS

configFLASK_HOST

configFLASK_PORT

🔐 secretOPENAI_API_KEY

configOPENAI_API_BASE_URL

configTWHIN_URL

configTWHIN_HTTP_TIMEOUT

configTWHIN_STARTUP_RETRY_SECONDS

configLOG_LEVEL

configTWHIN_MODEL

configTWHIN_MAX_SEQ

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

commit: 0a7c1c820dbd46d3329b8735eee7d549783bb17b

code hash: e91e9b63b186a5488c45497f81780e6b2cc9097a90d0d34f162de9d8e751476b

verified: 6/17/2026, 12:03:34 PM

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