{"id":"1344f204-ddc2-4da7-94e8-04cccda6bf1a","slug":"crewai-nitin-100-agentlens","name":"agentlens","description":"Open-source observability platform for AI agents. Trace every LLM call, tool use, and decision in real-time. Supports OpenAI, Anthropic, Gemini, LangChain, CrewAI, LiteLLM, MCP. Self-hosted. 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Trace every LLM call, tool use, and decision in real-time. Supports OpenAI, Anthropic, Gemini, LangChain, CrewAI, LiteLLM, MCP. Self-hosted. Zero dependencies.","source":"GITHUB_OPENCLEW","sourceId":"crewai:1182483331","repository":"https://github.com/Nitin-100/agentlens","documentation":"https://www.xpersona.co/skill/crewai-nitin-100-agentlens/agent/crewai-nitin-100-agentlens","protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"languages":["python"],"install":{"command":"git clone https://github.com/Nitin-100/agentlens.git","ecosystem":"git"},"examples":[{"kind":"example","language":"python","snippet":"from agentlens import AgentLens, auto_patch\n\nlens = AgentLens(server_url=\"http://localhost:8340\")\nauto_patch()  # auto-detects & patches OpenAI, Claude, Gemini, LangChain, CrewAI, LiteLLM, MCP\n\n# Your existing code — zero changes needed\nresponse = openai.chat.completions.create(model=\"gpt-4o\", messages=[...])\n# ^ model, tokens, cost, latency, response — all captured automatically"},{"kind":"example","language":"text","snippet":"Your Agent Code\n  ┌──────────────────────────────────────────────────────────┐\n  │  OpenAI · Anthropic · Gemini · LangChain · CrewAI · MCP │\n  └──────────────────────────┬───────────────────────────────┘\n                             │  auto_patch()\n                             ▼\n                    ┌─────────────────┐\n                    │  AgentLens SDK  │  ← zero dependencies\n                    │  Batch · Retry  │\n                    │  Circuit Breaker│\n                    └────────┬────────┘\n                             │  HTTP POST (batched every 2s)\n                             ▼\n  ┌──────────────────────────────────────────────────────────┐\n  │               AgentLens Backend (FastAPI)                │\n  │                                                          │\n  │  ┌────────────┐  ┌──────────┐  ┌───────────────────┐    │\n  │  │ Processors │  │ Database │  │    Exporters      │    │\n  │  │ PII Redact │  │ SQLite   │  │ S3 · Kafka        │    │\n  │  │ Sampling   │→ │ Postgres │→ │ Webhook · File    │    │\n  │  │ Filtering  │  │ ClickHse │  └───────────────────┘    │\n  │  └────────────┘  └──────────┘                            │\n  │                                                          │\n  │  OTEL /v1/traces · WebSocket /ws/live · REST API         │\n  │  Cost Anomaly Detection · Prompt Diff · Alert Webhooks   │\n  └──────────────────────────┬───────────────────────────────┘\n                             │\n                             ▼\n  ┌──────────────────────────────────────────────────────────┐\n  │                   Dashboard (React)                      │\n  │  Overview · Sessions · Trace Tree · Agent Graph (DAG)   │\n  │  Live Feed · Cost Anomalies · Alerts · Prompt Diff      │\n  └──────────────────────────────────────────────────────────┘"}]}}