Your app's numbers, inside the AI tools you already use.

If you already work with an AI assistant, Apprvd connects to it through the Model Context Protocol, so Claude, ChatGPT, Cursor or any MCP client can answer from your real overview, funnels, experiments and releases.

Get early access Everything you can do

At a glance

Protocol	Model Context Protocol
Clients	ChatGPT · Claude · Claude Code · Cursor · any MCP client
Connect	Sign in from ChatGPT or claude.ai, or use a token
Default	Read-only, plus drafts you review
Access	Your workspace's apps only

The challenge

Why it's hard today

Screenshots in chat

Pasting a chart into an AI chat loses the numbers behind it, and the assistant guesses at the rest.

Exports that go stale

A spreadsheet exported for one question is out of date by the next morning.

One more tab

A quick question means leaving the tool you're working in.

How Apprvd helps

What changes with Apprvd

Real numbers, not pasted ones

The assistant asks Apprvd for the actual metric, funnel or experiment result, as of the last sync.

Works where you work

Planning in ChatGPT, specs in Claude, code in Cursor: the same numbers answer in each.

Combined with your context

Ask an assistant to compare a funnel with the spec it just read, or to draft release notes from a release's impact.

Your coding agent builds the test

Every A/B test needs a little app code. Claude Code or Cursor fetches the tests waiting on it (key, variants, hypothesis) and writes the code in your app.

Read-only by default

An assistant can read your numbers and draft experiments and push messages for you to review. Publishing or sending is a separate permission you grant, and every call is limited to your workspace.

How it works