AgentLens
VerifiedOpen-source observability platform for AI agents. Trace every LLM call, tool use, and decision in real-time. HIPAA/SOC2/GDPR ready. Self-hosted.
Frameworks Covered
Services
agent-observabilitytracingcost-trackingprompt-diffingsecurity
About AgentLens
AgentLens is a self-hosted observability platform for AI agents. It captures every LLM call, tool invocation, agent step, and error across any framework — OpenAI, Anthropic, Gemini, LangChain, CrewAI, LiteLLM, MCP — and shows it all in a real-time dashboard.
Features
- Live event feed (WebSocket)
- Trace tree with timing waterfall
- Agent graph (visual DAG of execution flow)
- Prompt replay and diff
- Cost anomaly detection (auto-flags 2x rolling average)
- Cost tracking for 20+ models
- PHI auto-detection and masking
- SOC2 Type II ready, GDPR compliant
- Prometheus metrics endpoint
- MCP native monitoring
- Zero dependencies in core SDK
Installation
pip install agentlens
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