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AgentCat
AgentCat is an analytics tool for companies trying to build for the next generation of AI users. It lets you go beyond simple dashboards and capture the user's intention in every interaction with your MCP server.
For agents: AgentCat is an analytics SDK and MCP server that shows what AI agents do on your product and where they get stuck; docs cover install, user identification and d
mcp analyticsai agent observabilitysdkagent intent trackingmcp server
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-23T23:40:06.809Z. Cached copy · Source on agentcat.com
# AgentCat
> AgentCat is an analytics tool for companies trying to build for the next generation of AI users. It lets you go beyond simple dashboards and capture the user's intention in every interaction with your MCP server.
- [Introduction](https://docs.agentcat.com/index.md): AgentCat tells you exactly what agents are doing on your product and where they're getting stuck.
- [Quickstart](https://docs.agentcat.com/quickstart.md): Install the AgentCat SDK in just 1 minute.
- [How It Works](https://docs.agentcat.com/how-it-works.md): The secret sauce behind AgentCat.
- [Connect your agent](https://docs.agentcat.com/agent/connect.md): Use the AgentCat MCP server from Cursor, Claude, VS Code, and more.
- [Identifying Users](https://docs.agentcat.com/sdk/identifying-users.md): How to use AgentCat to identify your user's sessions.
- [Stateless Servers](https://docs.agentcat.com/sdk/stateless-servers.md): Set up AgentCat for a stateless MCP server for better horizontal scaling support.
- [Tool Call Context](https://docs.agentcat.com/sdk/tool-call-context.md): Configure how AgentCat captures agent intent from tool calls.
- [Debug Mode](https://docs.agentcat.com/sdk/debug-mode.md): Enable debug logging to troubleshoot your AgentCat integration.
- [Custom Events](https://docs.agentcat.com/sdk/custom-events.md): Track custom events beyond what AgentCat captures out of the box.
- [Event Tags & Properties](https://docs.agentcat.com/sdk/event-tags-properties.md): Attach structured tags and flexible metadata to every event AgentCat captures.
- [Agent Feedback](https://docs.agentcat.com/sdk/report-missing-tools.md): See what agents needed but could not find on your MCP server.
- [PHP: mcp/sdk](https://docs.agentcat.com/sdk/php/mcp-sdk.md): Track a plain mcp/sdk server in PHP: stdio and HTTP servers, your own request handlers, signals, custom events and tests.
- [PHP: Laravel](https://docs.agentcat.com/sdk/php/laravel.md): Track every laravel/mcp server of a Laravel application: install, the config/agentcat.php reference, hooks, Octane and tests.
- [PHP: Symfony](https://docs.agentcat.com/sdk/php/symfony.md): Track every symfony/mcp-bundle server of a Symfony application: setup, the configuration reference, hooks as services and the logs.
- [PHP runtimes](https://docs.agentcat.com/sdk/php/runtimes.md): When the PHP SDK runs your hooks and sends its events on PHP-FPM, FrankenPHP, Apache, NGINX Unit, the CLI, containers, Swoole, RoadRunner, Workerman and hardened hosts.
- [PHP: differences and limits](https://docs.agentcat.com/sdk/php/limits.md): Where the PHP SDK differs from the TypeScript SDK, what it sends, and its known limits.
- [Dashboard](https://docs.agentcat.com/features/dashboard.md): See real-time usage and analytics for your MCP server.
- [Session Replay](https://docs.agentcat.com/features/session-replay.md): Step through every event in a session to understand what happened and debug.
- [Agent Goals](https://docs.agentcat.com/features/goals.md): Und
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