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Usage analytics and monitoring for AI agent tool calls — track, analyze and optimize agent behavior

Project description

Agent Analytics MCP Server 📊

Usage analytics and monitoring for AI agent tool calls. Track, analyze, and optimize how agents use your tools.

Features

  • Event Tracking — Log every tool call with duration, success/failure, metadata
  • Dashboard — Overview with total calls, error rates, top tools, daily trends
  • Per-Tool Analytics — Deep dive into individual tool performance
  • Per-Agent Analytics — See how specific agents use your services
  • Error Tracking — Monitor and debug failures

Installation

pip install agent-analytics-mcp-server

Usage with Claude Code

{
  "mcpServers": {
    "analytics": {
      "command": "uvx",
      "args": ["agent-analytics-mcp-server"]
    }
  }
}

Tools

Tool Description
track_event Log a usage event
get_dashboard Overview dashboard
tool_analytics Per-tool deep dive
agent_analytics Per-agent usage

License

MIT

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