# AgentCat shows teams exactly how agents use MCP servers and connected products

Canonical: https://thelazyweb.com/companies/agentcat/
Breadcrumb: [Home](https://thelazyweb.com/) / [Companies](https://thelazyweb.com/companies/) / [AgentCat shows teams exactly how agents use MCP servers and connected products](https://thelazyweb.com/companies/agentcat/)
Author: Ali Abouelatta (https://thelazyweb.com/authors/ali-abouelatta/)
Published: 2026-09-19
Updated: 2026-09-19
Research type: Company profile
Method: Company and accelerator sources checked 2026-09-19. Product claims are attributed to their sources; this is research, not a hands-on product trial.

AgentCat is for teams whose software is becoming an agent interface and whose existing analytics cannot show what those agents actually did. It provides session replay, agent goals, issue detection and performance data for MCP servers, Claude Connectors and ChatGPT Apps.

## What it does

AgentCat’s current site says teams can step through every tool call in a session, inspect requests, responses and errors, group sessions by the goal the agent was pursuing, and track per-tool performance and failure patterns. The product also advertises A/B testing, Slack triage and an open-source SDK. [AgentCat homepage](https://agentcat.com/)

The practical advantage is that it treats an agent as a user with a path, not only a server with logs. A product team can see that an agent repeatedly failed at one tool, misunderstood a goal or reached a dead end, then decide whether to change the tool contract, the product flow or the source content. The docs say enriched

[AgentCat shows teams exactly how agents use MCP servers and connected products](<https://www.thelazyweb.com/companies/agentcat/>)

Source observed: 2026-09-20T02:21:22.890Z. Last checked: 2026-10-08T02:01:18.48+00:00.

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