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MCPcat is an analytics platform for MCP server owners 🐱. It captures user intentions and behavior patterns to help you understand what AI users actually need from your tools — eliminating guesswork and accelerating product development all with one-line of code.
🎉 MCPcat now offers open source support for existing observability platforms, like OpenTelemetry, Datadog, and Sentry. Contribute or message us to add support for yours today 🎉
pip install mcpcat
Checkout the Python SDK here.
npm install mcpcat
Checkout the Typescript SDK here.
Create an account for free today at mcpcat.io.
MCPcat helps developers and product owners build, improve, and monitor their MCP servers by capturing user analytics and tracing tool calls.
Use MCPcat for:
- User session replay 🎬. Follow alongside your users to understand why they're using your MCP servers, what functionality you're missing, and what clients they're coming from.
- Trace debugging 🔍. See where your users are getting stuck, track and find when LLMs get confused by your API, and debug sessions across all deployments of your MCP server.
- Existing platform support 📊. Get logging and tracing out of the box for your existing observability platforms (OpenTelemetry, Datadog, Sentry) — eliminating the tedious work of implementing telemetry yourself.

SDK | Version | Status |
---|---|---|
🟦 TypeScript | MCP v1.0.0+ | ✅ Available |
🐍 Python | MCP v1.2.0+ | ✅ Available |
🐹 Go | - | 🚧 Roadmap |
☕ Java | - | 🚧 Roadmap |
Platform | Version | Status |
---|---|---|
📊 OpenTelemetry | v1.0.0+ | ✅ Available |
🐕 Datadog | v2.0.0+ | ✅ Available |
🔍 Sentry | v7.0.0+ | ✅ Available |
Since MCPcat supports OpenTelemetry, check to see if your existing vendor or platform is already supported!
MCPcat is free for qualified open source projects. We believe in supporting the ecosystem that makes MCP possible. If you maintain an open source MCP server, you can access our full analytics platform at no cost.
How to apply: Email hi@mcpcat.io with your repository link
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