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AgentCat

An AI-first user analytics and observability platform.
AgentCat — see exactly how agents experience your product

PyPI version PyPI downloads License: MIT npm version npm downloads

Important

MCPcat is now AgentCat 🐱 — same team, same product, new name. The old mcpcat packages keep working forever, but new features land in agentcat.

AgentCat 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.

🎉 AgentCat 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 agentcat

Checkout the Python SDK here.

npm install agentcat

Checkout the TypeScript SDK here.

go get go.agentcat.com/sdk/mcpgo

Checkout the Go SDK here — supports mcp-go and the official go-sdk (go get go.agentcat.com/sdk/officialsdk).

Create an account for free today at agentcat.com.

Why use AgentCat? 🤔

AgentCat helps developers and product owners build, improve, and monitor their MCP servers by capturing user analytics and tracing tool calls.

Use AgentCat 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.

AgentCat architecture — the AgentCat SDK inside your MCP server sends analytics to your observability vendors and session replay to the AgentCat dashboard

Supported MCP SDKs

SDK Version Status
🟦 TypeScript MCP v1.0.0+ ✅ Available
🐍 Python MCP v1.2.0+ ✅ Available
🐹 Go mcp-go v0.44.1+ · go-sdk v1.4.1+ ✅ Available
☕ Java - 🚧 Roadmap

Supported Observability Platforms

Platform Version Status
📊 OpenTelemetry v1.0.0+ ✅ Available
🐕 Datadog v2.0.0+ ✅ Available
🔍 Sentry v7.0.0+ ✅ Available

Since AgentCat supports OpenTelemetry, check to see if your existing vendor or platform is already supported!

Free for open source

AgentCat 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@agentcat.com with your repository link

Already using AgentCat? We'll upgrade your account immediately.

Community Cats 🐱

Meet the cats behind AgentCat! Add your cat to our community by submitting a PR with your cat's photo in the docs/cats/ directory.

bibi zelda

Want to add your cat? Create a PR adding your cat's photo to docs/cats/ and update this section!

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