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AgentWatch

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by nicofains1 · TypeScript

Multi-agent observability: cascade failure detection, heartbeats, and forensic replay

io.github.nicofains1/agentwatch MCP Server

agentwatch is an MCP server for multi-agent observability. It provides cascade failure detection, heartbeat tracking, and forensic replay to identify which agent initiated a failure chain. It links actions across agents, walks backward to root cause, and replays the full sequence. It works with multiple agent frameworks and stores data locally in SQLite.

🛠️ Key Features

  • Cascade failure detection
  • Heartbeats to track agent liveness
  • Action linking across agents
  • Backward tracing from failure to root cause
  • Full forensic replay
  • Local SQLite storage

🚀 Use Cases

  • Debugging an “agent swarm” crash when the initiating agent is unknown
  • Tracing the sequence leading to failures across many agents
  • Post-incident analysis using replayed action history

⚡ Developer Benefits

  • Framework-agnostic support for CrewAI, AutoGen, LangGraph, PocketFlow, and custom setups
  • Local persistence via a SQLite file
  • Demo execution via npx @nicofains1/agentwatch demo

⚠️ Limitations

  • Labeled “Early stage” in the repository readme; issues and feedback are requested.

Topics

ai-agentscascade-detectionmcpmcp-servermodel-context-protocolmonitoringmulti-agentobservability

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