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 14 tools spanning blockchain, aviation, and GitHub 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

Related MCP server: Blockchain Verification MCP

Claude Desktop

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

Tools

Blockchain Tools

anomaly_scan — 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: sequence_score (0-100), story (human label), novelty, peak_window, possible_failure_modes

token_scan — Anomaly scan for a single token's recent transfer patterns.

• 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)

whale_alerts — 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)

address_scan — Scan any wallet address for anomalous transaction patterns.

• address (required): Wallet address (0x...)

• chain: ethereum, base, or arbitrum

• window: 1h, 4h, 24h, or 168h

nft_scan — Anomaly scan for an NFT collection — sweep accumulation, wash trading, mint surges.

• token (required): ERC-721/ERC-1155 contract address

defi_scan — Anomaly scan for DeFi protocols — unusual flows through Uniswap, Aave, Curve, Compound.

• protocol (required): Protocol name or 0x address

Aviation Tools

squawk_alerts — Live global sweep of aircraft squawking 7700 (emergency), 7600 (radio failure), or 7500 (hijack).

flight_scan — Sequence anomaly analysis for a named airspace region.

• region: north_atlantic, europe, north_america, asia_pacific, middle_east, africa, or global

GitHub Tools

trending_signal — GitHub repos with anomalous star velocity — early signals before mainstream discovery.

• days: 3, 7, 14, or 30 (default: 7)

repo_scan — Deep anomaly scan for a single repository — star velocity, fork ratio, overnight explosion signals.

• repo (required): owner/repo format

github_watch — Watch a repo's activity stream for anomalous development patterns — commit bursts, force pushes, issue floods, merge rushes, bot takeovers.

• repo (required): owner/repo format

claude_feature_watch — Watch Anthropic/Claude repos for recently merged features. Scans anthropic-sdk-python, anthropic-sdk-typescript, claude-code, courses, and anthropic-cookbook.

• days: 1-30 (default: 7)

Symbol Alphabets

Financial: WHALE_BUY, WHALE_SELL, CEX_INFLOW, CEX_OUTFLOW, BRIDGE_IN, BRIDGE_OUT, DEX_SWAP, DEX_LIQUIDITY_ADD, DEX_LIQUIDITY_REMOVE, STABLECOIN_MINT, STABLECOIN_REDEEM, STABLECOIN_BURN, TOKEN_MINT, TOKEN_BURN, FUNDING_SPIKE, LIQUIDATION

NFT: NFT_MINT, NFT_BURN, NFT_SALE, NFT_SWEEP, NFT_WASH_TRADE

Aviation: ENROUTE, SQUAWK_7700, SQUAWK_7600, SQUAWK_7500, RAPID_DESCENT, RAPID_CLIMB, HIGH_SPEED, NEAR_STALL

Creator: VIRAL_REPO, HOT_REPO, EMERGING_REPO, STEADY_REPO, QUIET_REPO, FORK_SURGE, BOOKMARK_ONLY, ISSUE_FLOOD, OVERNIGHT_STAR, RAPID_GROWTH

GitHub Watch: COMMIT_PUSH, COMMIT_BURST, FORCE_PUSH, ISSUE_OPEN, ISSUE_CLOSE, ISSUE_COMMENT, ISSUE_FLOOD, PR_OPEN, PR_MERGE, PR_CLOSE, PR_REVIEW, MERGE_RUSH, BRANCH_CREATE, BRANCH_DELETE, TAG_CREATE, RELEASE_PUBLISH, FORK_EVENT, STAR_EVENT, BOT_DOMINATED, SOLO_OPERATOR

Payment

Paid tools use x402 protocol. Agents pay per call in USDC on Base mainnet. No API key needed.

By default, paid endpoints return x402 challenge metadata (pricing, network, wallet) without settling. To settle payments, configure a wallet private key in your agent's x402 client.

Environment Variables

Links

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

• ForgeMesh: https://forgemesh.io

• npm: https://www.npmjs.com/package/@forgemeshlabs/anomaly-mcp

• GitHub: https://github.com/forgemeshlabs/anomaly-mcp

License

MIT