docs: comprehensive README with professional branding and all platform links

README.md

@@ -3,37 +3,46 @@
 **Open-Source Real-Time Crypto Intelligence Platform**  
 *The Bloomberg Terminal of Crypto Security*
 
-![RMI Logo](https://via.placeholder.com/800x200?text=RMI+Logo)
-
 ---
 
-## 🚀 Overview
+## Overview
+
+RMI is the first **open-source crypto intelligence platform**, delivering real-time token scanning, wallet forensics, multi-chain market data, and scam detection across **96 blockchains**.
+
+Built for developers, researchers, and traders who need institutional-grade crypto intelligence without vendor lock-in.
 
-RMI is the first open-source crypto intelligence platform, delivering real-time token scanning, wallet forensics, multi-chain market data, and scam detection across **96 blockchains**. Built for developers, researchers, and traders who need institutional-grade crypto intelligence.
+---
 
-## ✨ Key Features
+## 🚀 Key Features
 
 ### 🔍 Threat Detection
 - **Token Scanning**: Real-time rugpull, honeypot, and scam detection
-- **Wallet Forensics**: Track wallet behavior and transaction patterns
+- **Wallet Forensics**: Track wallet behavior and transaction patterns across chains
 - **Risk Scoring**: AI-powered threat classification (0-30 safe, 30-70 warning, 70+ danger)
+- **Rug Probability**: Statistical rug-pull prediction using on-chain metrics
 
 ### 📊 Market Intelligence  
 - **2500+ Assets**: Full market coverage across major chains (ETH, SOL, BTC, TRX)
 - **Real-Time Data**: OHLCV, volume analytics, liquidity tracking
 - **News Aggregation**: 1800+ sources with real-time sentiment analysis
+- **Whale Alerts**: Track large wallet movements and trading patterns
 
 ### 🛠️ Developer Tools
 - **MCP Server**: Model Context Protocol integration for AI agents
 - **x402 Marketplace**: Micropayment gateway for premium tools
 - **REST API**: FastAPI-powered endpoints with full documentation
 - **WebSocket Support**: Live price and alert streaming
+- **Python SDK**: Type-safe client library for all endpoints
 
 ### 🔐 Infrastructure
 - **96 Chains Supported**: Multi-chain architecture with extensible provider system
 - **Federated Label System**: 2.7M+ wallet addresses tagged from multiple sources
 - **Graph Database**: Neo4j-powered relationship tracking
 - **Vector Search**: Qdrant-based semantic intelligence retrieval
+- **Time-Series Analytics**: ClickHouse for high-volume market data queries
+- **DuckDB Analytics**: Embedded OLAP for fast data exploration
+
+---
 
 ## 🏗️ Architecture
 
@@ -45,23 +54,31 @@ Backend (FastAPI + Python 3.12)
 └── Deployment: Docker + Cloudflare Workers
 ```
 
+---
+
 ## 📚 Documentation
 
 - **API Documentation**: https://rugmunch.io/api/docs
 - **Architecture Guide**: See `ARCHITECTURE.md`
 - **Development Setup**: See `BUILDER.md`
-- **Deployment Guide**: See `NETCUP_DEPLOY.md`
+- **Deployment Guide**: See `DEPLOYMENT.md`
+
+---
 
 ## 🔗 Links
 
 | Platform | URL |
 |----------|-----|
 | 🌐 Website | https://rugmunch.io |
-| 💬 Telegram | https://t.me/cryptorugmuncher |
-| 📱 Twitter/X | https://x.com/cryptorugmunch |
+| 💬 Telegram Group | https://t.me/cryptorugmuncher |
+| 🐦 Twitter/X | https://x.com/cryptorugmunch |
+| 📱 Personal Telegram | @cryptorugmunch |
+| 📧 Email | info@rugmunch.io |
 | 🐙 GitHub | https://github.com/Rug-Munch-Media-LLC/rugmuncher-backend |
 | 🦊 GitLab | https://gitlab.com/cryptorugmuncher/rugmuncher-backend |
-| 🤗 HuggingFace | https://huggingface.co/cryptorugmunch |
+| 🤗 HuggingFace | https://huggingface.co/cryptorugmunch/rugmuncher-backend |
+
+---
 
 ## 🛡️ Security
 
@@ -72,7 +89,9 @@ This project underwent comprehensive security hardening (v5.0 unfuck), including
 - Implemented structured logging with trace IDs
 - Added Prometheus metrics for observability
 
-See `SECRETS_AUDIT_2026-06-23.md` for full security audit details.
+**Audit Report**: See `SECURITY_AUDIT.md` for full details.
+
+---
 
 ## 📈 Status
 
@@ -80,23 +99,37 @@ See `SECRETS_AUDIT_2026-06-23.md` for full security audit details.
 - ✅ **Clean Codebase**: Modernized, PEP8-compliant, no legacy debt
 - ✅ **Multi-Platform**: Available on GitHub, GitLab, and HuggingFace
 - ✅ **Open Source**: MIT License
+- ✅ **Active Development**: Continuous improvements and bug fixes
+
+---
 
 ## 🧠 Technology Stack
 
 - **Backend**: FastAPI, Python 3.12, async architecture
-- **Databases**: PostgreSQL, Redis, Neo4j, Qdrant, ClickHouse
+- **Databases**: PostgreSQL, Redis, Neo4j, Qdrant, ClickHouse, DuckDB
 - **Deployment**: Docker, Cloudflare Workers
 - **Infrastructure**: 3-tier architecture (builder/production/standby)
+- **Code Quality**: 97% ruff compliance, 22% test coverage, comprehensive type hints
+
+---
 
 ## 🤝 Contributing
 
 We welcome contributions! Please see `CONTRIBUTING.md` for guidelines.
 
+Key areas needing help:
+- Frontend testing (currently 0% coverage)
+- Integration tests
+- Documentation improvements
+- Bug fixes
+
+---
+
 ## 📄 License
 
-MIT License - see `LICENSE` for details.
+**MIT License** - see `LICENSE.md` for details.
 
 ---
 
 **Built by [Rug Munch Media](https://rugmunch.io) · Open Source Crypto Intelligence**  
-🌐 https://rugmunch.io · 💬 https://t.me/cryptorugmuncher · 📱 https://x.com/cryptorugmunch
+🌐 https://rugmunch.io · 💬 https://t.me/cryptorugmuncher · 🐦 https://x.com/cryptorugmunch