AI-first analytics that shows you what's missing on your roadmap
MCP Cat identifies exactly what AI-first users are trying to do with your product and where they get stuck, saving you guesswork and hundreds of hours of user interviews.
Capture insights on the fastest growing type of user - AI.
Capture user goals and insights for every user interacting with your product through an AI tool. Get detailed insights on their actions and goals to inform your product roadmap and fill in gaps.
Rich user goal insights at scale
Get actionable insights to refine your MCPs for maximum AI comprehension, driving higher success rates for AI-driven interactions.
Ship faster than users can request
Using the dashboard, identify the top tasks users are trying to accomplish through your product and ship them without a single user interview.
Comprehensive insights for AI-driven interactions
MCPCat provides detailed analytics and tools to help you understand how AI systems interact with your APIs, identify gaps in your coverage, and optimize your product roadmap for AI-first users.
Understand your user's goals like never before
Go beyond simple analytics to see exactly what your users are trying to do with your products.
Get started faster than you can say "wow".
Begin collecting analytics with just one line of code.
Identify gaps in your product
See what tasks users are trying to do but can't.
Keep an eye on AI
See what agents, models, and tools are using your product.
Latest insights from our team
Stay up to date with the latest developments in AI analytics and learn how to optimize your product for AI-first users.
