MCPCat/mcpcat-python-sdk

MCPcat is an analytics platform for MCP server owners 🐱.

47
/ 100
Emerging

This tool helps owners of MCP (Minecraft Classic Protocol) servers understand how users interact with their AI tools. It captures user actions and behavior patterns, providing insights into what functionalities users need and how they navigate your server. Server owners and product managers can use this information to make data-driven decisions about feature development and improvements.

Use this if you own an MCP server and want to eliminate guesswork about user needs, accelerate product development, and debug user sessions and AI tool calls.

Not ideal if you are looking for a general-purpose analytics solution unrelated to MCP servers or AI user behavior.

MCP Server Management AI User Analytics Product Development User Behavior Tracking AI Debugging
No Package No Dependents
Maintenance 10 / 25
Adoption 8 / 25
Maturity 15 / 25
Community 14 / 25

How are scores calculated?

Stars

46

Forks

7

Language

Python

License

MIT

Last pushed

Feb 27, 2026

Commits (30d)

0

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