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MCPcat

3

Captures user intentions and behavior patterns to provide analytics for server owners.

关于

MCPcat is an analytics platform designed for server owners. It empowers developers and product owners to build, improve, and monitor their servers by capturing user analytics and tracing tool calls. The platform helps understand what AI users truly need, eliminates guesswork, and accelerates product development by offering features like user session replay, trace debugging, and sensitive data redaction, all integrated with a single line of code.

主要功能

  • Configurable user identification for detailed session tracking
  • User session replay to understand user interactions
  • Customizable sensitive data redaction for enhanced security
  • Trace debugging for identifying user roadblocks and LLM confusion
  • 3 GitHub stars

使用案例

  • Understand why users are interacting with your server and identify missing functionalities.
  • Debug sessions and trace LLM interactions across various server deployments.
  • Accelerate product development by gaining insights into user needs and behavior patterns.
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MCPcat: AI User Analytics & Behavior Tracking for MCP Servers