RMI — Rug Munch Intelligence

The first open-source crypto intelligence platform. Bloomberg-grade security and market intelligence for the on-chain world.

About Rug Munch Media LLC

We are Rug Munch Media LLC, a Wyoming-based software company building open-source tools that make the crypto economy safer — for consumers, builders, and institutions.

Crypto moves fast, and bad actors move faster. Phishing sites clone trusted brands within hours of a certificate being issued. Token launches rug in seconds. Wallets drain before a user knows what happened. The existing security stack is fragmented, expensive, and gated behind paywalls. We are building the open alternative.

RMI (Rug Munch Intelligence) is the first open-source crypto intelligence platform — a unified, AI-powered command center for token risk analysis, wallet forensics, multi-chain market data, phishing detection, and regulatory-grade intelligence. Our ambition is to become the Bloomberg terminal of crypto: one trusted surface where the entire industry can see what is happening, what is risky, and what is real.

Who we serve:

Consumers — real-time protection against rug pulls, phishing, and wallet drainers
Industry — exchanges, custodians, compliance teams, and researchers who need defensible on-chain intelligence
AI agents — first-class Model Context Protocol (MCP) integration and x402 micropayments for autonomous tooling

We are an open-source company. Our code, our data, and our threat intelligence are public. Our business model is delivering the managed product, the API, and the institutional tier — not locking away the safety net.

What RMI does

Threat detection

Token scanning — real-time rug-pull, honeypot, and scam detection across 18+ EVM chains + Solana
Wallet forensics — track wallet behavior and transaction patterns, flag known bad actors
Phishing detection — Certificate Transparency monitoring catches phishing domains within hours of registration, before they go live
Bayesian reputation — statistically grounded deployer trust scoring, not vibes

Market intelligence

2,500+ assets — full coverage across major chains
News aggregation — 1,800+ sources with clustering, dedup, and sentiment
Whale alerts — large wallet movements and trading patterns in real time
Multi-chain market data — OHLCV, liquidity, and volume from a single API

AI-native platform

RAG-grounded reports — every claim cited, no hallucination
MCP server — drop RMI into any AI agent or LLM workflow
x402 micropayments — pay-per-call pricing for autonomous agents
Open weights and open data — no vendor lock-in

Architecture

RMI is a single FastAPI backend with modular domain services:

Backend (FastAPI + Python)
├── DataBus       — single data plane, 18 chains, 4-layer defense (labels → scanner → RAG → prices)
├── SENTINEL      — multi-chain token security scanner
├── Wallet Bank   — 39M+ labeled wallets, federated from open sources
├── RAG Engine    — 3-pillar hybrid retrieval (dense + sparse + entity)
├── x402 Gateway  — AI-agent micropayments
├── MCP Server    — 221 tools for AI agents
└── Observability — Prometheus, GlitchTip, OpenTelemetry

Storage: PostgreSQL, Redis, Neo4j, Qdrant, ClickHouse, DuckDB.

Repositories

Platform	URL
🐙 GitHub (canonical)	https://github.com/Rug-Munch-Media-LLC/rugmuncher-backend
🦊 GitLab (mirror)	https://gitlab.com/cryptorugmuncher/rugmuncher-backend
🤗 HuggingFace (canonical)	https://huggingface.co/cryptorugmuncher/rugmuncher-backend

License

MIT — see LICENSE.md.

RMI is open source because the safety of the crypto economy cannot depend on a single vendor. We compete on the quality of the product, not on who is allowed to see the threat.

Built by Rug Munch Media LLC · Wyoming, USA
Open-source crypto intelligence. AI-native. Built to last.

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