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What is TrenchScan

TrenchScan is a Solana pump.fun token intelligence platform that provides real-time analysis, risk scoring, KOL tracking, bundle detection, and autonomous trading capabilities.

Platform Components​

ComponentDescription
REST API12 endpoints for token data, KOL trades, bundles, deployer reputation, risk scores
WebSocketReal-time stream of token events, KOL trades, bundle alerts, market data
MCP Server7 tools for AI agents via Model Context Protocol (Claude Desktop, etc.)
OpenClaw Plugin15 tools (analysis + trading) with realtime alerts and strategy engine

Key Features​

  • Token Discovery — filter by market cap, volume, KOL activity, bundle status
  • KOL Tracking — monitor 486 tracked wallets in real-time with PnL leaderboards
  • Bundle Detection — identify coordinated wallet clusters at token creation, track sell behavior
  • Deployer Scoring — reputation system based on rug history and token survival rate
  • Risk Assessment — composite 0-100 score combining dev reputation, bundle behavior, and market health
  • Autonomous Trading — AI-driven buy/sell with configurable strategies and safety limits

Architecture Overview​

pump.fun transactions
        │
        ▼
┌───────────────────┐
│   Yellowstone      │  gRPC stream (all pump.fun txs)
│   gRPC Indexer     │
└────────┬──────────┘
         │
         ▼
┌───────────────────┐
│   Rust Backend     │  Parser → StateManager → Analysis
│   (Tokio + Axum)   │
└──┬─────┬─────┬────┘
   │     │     │
   ▼     ▼     ▼
 REST   WS    MCP     ← API layers
  API  Feed  Server
   │     │     │
   ▼     ▼     ▼
 Apps  Clients  AI Agents  ← Consumers
         │
         ▼
   OpenClaw Plugin         ← Agentic trading

Next Steps​