X Layer · chainId 196 ● Checking RPC... 7 MCP Tools FastAPI + Vercel

Real-time DeFi anomaly detection on X Layer

An autonomous AI agent that monitors X Layer DeFi protocols (Uniswap, Aave), detects price manipulation, liquidity drains, and unusual trading activity, and generates severity-classified alerts with on-chain risk scores.

Architecture
AI AgentOrchestrator
→
scan_poolFetch reserves
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detect_anomalyHeuristics
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risk_score0-100 scale
→
generate_alertClassified
Agent calls tools in sequence: observe → detect → assess → alert
X Layer RPCReal on-chain data
↔
SQLite /tmpAudit trail
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VercelServerless
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Pool Scans
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Anomalies
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Alerts
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Avg Risk
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X Layer Block
MCP-Style Tools (7)

Each tool follows the Model Context Protocol pattern with name, description, and JSON Schema input. Click to test live.

📡 Live API Output 
Ready. Click "Run Autonomous Agent Demo" or any tool above to see live API responses.
What's Real vs Mocked

✅ Real (Live On-Chain)

  • X Layer RPC calls (eth_chainId, eth_blockNumber, eth_gasPrice)
  • eth_call against pool contracts (getReserves, totalSupply)
  • eth_getBalance for wallet health checks
  • Live block number and gas price from X Layer mainnet
  • SQLite persistence of scans, anomalies, alerts (Vercel /tmp)
  • Anomaly detection heuristics (reserve imbalance, liquidity drain)
  • Composite risk scoring (0-100) with severity classification
  • Agent orchestration (tool-chaining: scan→detect→score→alert)

⚠️ Mocked / Simulated

  • Pool reserve values fall back to deterministic simulation if RPC eth_call returns zeros (demo pool addresses)
  • Aave V3 health factor is derived from address hash (real Aave integration requires Pool.getUserAccountData which needs a funded position)
  • Baseline reserve ratios are hardcoded (production would use a time-series DB)
  • "Unusual activity" heuristic uses block-number parity as a proxy for tx volume (production would use mempool/trace data)
  • No LLM API key required — the agent orchestration is deterministic (reproducible in serverless)