forgemeshlabs/anomaly-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
Or run directly:
Claude Desktop
Tools
| Tool | Description | Cost |
| --- | --- | --- |
| health_check | API health and uptime | Free |
| anomaly_scan | Chain-wide sequence anomaly scan | $0.05 USDC |
| token_scan | Best-effort single-token transfer anomalies with source status | $0.03 USDC |
| whale_alerts | Whale movements, CEX flows, bridge activity | $0.02 USDC |
| address_scan | Wallet transaction pattern anomalies | $0.03 USDC |
| model_status | SequenceMiner model health per chain | $0.01 USDC |
| nft_scan | Best-effort NFT collection anomalies with source status | $0.03 USDC |
| defi_scan | DeFi protocol flow anomalies | $0.03 USDC |
| squawk_alerts | Best-effort live aviation emergency squawk codes with source status | $0.02 USDC |
| flight_scan | Airspace region anomaly analysis | $0.03 USDC |
| trending_signal | GitHub repos with anomalous star velocity | $0.02 USDC |
| repo_scan | Deep repo velocity/fork anomaly scan | $0.03 USDC |
| github_watch | Repo activity stream anomalies | $0.03 USDC |
| claude_feature_watch | Anthropic/Claude merged feature alerts | $0.02 USDC |
| mempool_anomaly | Real-time mempool anomaly score for 5-second polling | $0.01 USDC |
| depeg_monitor | Real-time stablecoin depeg detector for 1-minute polling | $0.01 USDC |
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** — 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)
**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** — Best-effort anomaly scan for an NFT collection — sweep accumulation, wash trading, mint surges. Paid output includes source status and coverage notes.
- **token** (required): ERC-721/ERC-1155 contract address