Building at

ENTREPRENEURS FIRST

Usage Analytics for your MCP Server

Understand your user journeys on Cursor, Claude ChatGPT, etc with just One Line of Code.

From Agents, For Agents

From Agents, For Agents

All your MCP Usage in One Place

Track Usage across LLMs

Custom Business use-case analytics as configured by you

Team Acme onboarded via Cursor

$200 per month, Yearly Plan

Jamie churned via Discord

Was using old SDK

Improve Docs

Auto-open PR in Docs Repo

Anon migrated from competitor

Slack Agent successfully convinced them, yay!

Instant Custom Insights

Get actionable insights with observability, & optimize for Agent Experience

NUMBER OF AGENT CALLS THIS WEEK

2,063

15,52%

Jun

Jul

Aug

Sep

Oct

Nov

Build Your Own Dashboard

Understand developer journeys across different IDEs & LLMs

Cursor Agent

Qwen 2.5

ChatGPT Agent

GPT 3.5

Claude Agent

Claude Sonnet 4

GitHub Copilot

BYOM

Features

Features

Features

MCPs will NOT be a
Black Box Anymore

End to End Analytics

Gather entire user journeys inside their IDEs

End to End Analytics

Gather entire user journeys inside their IDEs

End to End Analytics

Gather entire user journeys inside their IDEs

LLMOps won't work

With MCP, LLMs are on client-side, your LLM Observability tool won't work

LLMOps won't work

With MCP, LLMs are on client-side, your LLM Observability tool won't work

LLMOps won't work

With MCP, LLMs are on client-side, your LLM Observability tool won't work

Auto Profiling

Automatically Profile your Users inside their IDEs.

Auto Profiling

Automatically Profile your Users inside their IDEs.

Auto Profiling

Automatically Profile your Users inside their IDEs.

Analyse your MCPs today

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