How do I use Agent Analytics MCP Server?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Agent Analytics MCP Server Show the dashboard overview" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

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

Related MCP server: iris-eval/mcp-server

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

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