MCPcat FAQs

Name: MCPcat
Author: MCPCat

Question 1

What is MCPcat and who is it for?

Accepted Answer

MCPcat is an analytics platform specifically designed for owners of MCP (Multi-agent Communication Protocol) servers. It captures user intentions and behavior patterns, helping developers and product owners understand what AI users need from their tools, eliminating guesswork and accelerating product development.

Question 2

How does MCPcat help with debugging AI models and user experiences?

Accepted Answer

MCPcat provides powerful trace debugging capabilities, allowing you to see where users get stuck, track and find instances where LLMs get confused by your API, and debug sessions across all deployments of your MCP server. This helps refine AI models and improve user experience.

Question 3

How does MCPcat handle sensitive user data?

Accepted Answer

MCPcat redacts all data sent to its servers by default and encrypts it at rest. For additional security and compliance, it also provides a customizable hook that allows you to perform your own redaction on all text data before it is sent to MCPcat's servers.

Question 4

What are the core features of MCPcat?

Accepted Answer

MCPcat offers user session replay to understand user interactions, trace debugging to identify user roadblocks and LLM confusion, configurable user identification for detailed session tracking, and customizable sensitive data redaction for enhanced security and privacy.

Question 5

Is MCPcat free for open-source projects?

Accepted Answer

Yes, MCPcat is free for qualified open-source MCP server projects. They believe in supporting the ecosystem and offer their full analytics platform at no cost to open-source maintainers. You can apply by emailing them with your repository link.

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