Anomaly MCP server

Anomaly Tracker MCP

Multi-domain sequence anomaly detection for AI agents. Detects unusual event patterns across blockchain markets, live airspace, and GitHub repositories using NASA-derived sequence mining. Returns a story label and anomaly score, not just a number.

This MCP server gives AI agents access to the ForgeMesh Anomaly Tracker API via 16 tools spanning blockchain, aviation, GitHub, and real-time market monitoring domains.

Thin client architecture:

Agent/MCP client -> this MCP server -> ForgeMesh Anomaly Tracker API

Hosted API: https://anomaly.forgemesh.io

Install

npm install -g @forgemeshlabs/anomaly-mcp

Or run directly:

npx -y @forgemeshlabs/anomaly-mcp

Claude Desktop

{
  "mcpServers": {
    "anomaly-tracker": {
      "command": "npx",
      "args": ["-y", "@forgemeshlabs/anomaly-mcp"],
      "env": {
        "ANOMALY_API_BASE": "https://anomaly.forgemesh.io"
      }
    }
  }
}

Tools

Blockchain Tools

anomalyscan** — Scan a blockchain for sequence anomalies across all monitored addresses.

• chain: ethereum, base, or arbitrum (default: ethereum)
• window: 1h, 4h, 24h, or 168h (default: 24h)
• Returns: sequencescore (0-100), story (human label), novelty, peakwindow, possiblefailuremodes

tokenscan** — Best-effort anomaly scan for a single token's recent transfer patterns. Paid output includes source status and coverage notes so agents can distinguish "quiet token" from source coverage issues.

• token (required): Contract address (0x...) or symbol — usdt, usdc, weth, wbtc, link, uni, aave, steth, pepe, dai, cbeth, arb
• chain: ethereum, base, or arbitrum (default: ethereum)
• window: 1h, 4h, 24h, or 168h (default: 24h)

whalealerts** — Recent whale movements from 12+ monitored addresses: Binance, Coinbase, Kraken, OKX, Bybit, major bridges, Tether, Circle.

• chain: ethereum, base, or arbitrum (default: ethereum)
• hours: 1-168 (default: 4)

addressscan** — Scan any wallet address for anomalous transaction patterns.

• address (required): Wallet address (0x...)
• chain: ethereum, base, or arbitrum
• window: 1h, 4h, 24h, or 168h

Shortened. The full README is on GitHub.