@agentlensai/mcp
AgentLens is an open-source observability and audit trail platform for AI agents, capturing every LLM call, tool invocation, approval decision, and error, and presenting it through a queryable API and real-time web dashboard.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
No known vulnerabilities in dependencies, but some issues reported.
⚡ Reliability
Best When
Used in environments where observability of AI agents is critical.
Avoid When
When a lightweight solution without extensive logging is needed.
Use Cases
- • Monitoring AI agent performance
- • Capturing and analyzing LLM calls
- • Real-time event logging and dashboarding
- • Cost tracking for AI model usage
Not For
- • Users looking for a fully managed solution without self-hosting
- • Those who require extensive customization beyond provided integrations
Interface
Authentication
Simple API key authentication.
Pricing
Free tier available for basic usage.
Agent Metadata
Alternatives
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Scores are editorial opinions as of 2026-03-17.