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Appfigures — Claude Code & Cursor MCP server for app analytics

Wires the Appfigures app catalog and your own analytics into an agent: app lookup, metrics, reviews and store data without leaving the chat.

Install into Claude Code · Platform CLI: remote server All methods and platforms ↓
claude mcp add --transport http mcp https://mcp.appfigures.com/mcp
Open on GitHub

What Appfigures does

The server is hosted at https://mcp.appfigures.com/mcp. Nothing to install: point any client that speaks remote MCP at that URL and sign in with your Appfigures account when prompted.

What you get matches the af command line. Search apps by title or publisher, pull a single app record, list what your account tracks, or count tracked apps by data group, storefront and monetization. Explorer is the bigger piece: query the store catalog with filters, read fields per product, and return aggregates for market sizing.

Access to Public Data and credits is shared with the Appfigures API and CLI, so check the request limits and credit costs in their help docs before running large catalog queries. Headless jobs that cannot do a browser sign-in need APPFIGURES_API_KEY; the older local stdio route via af mcp is marked deprecated.

What it helps with

  • look up an app by name and read its metadata
  • size a catalog segment with aggregate queries
  • compare download and revenue estimates across competitors
  • pull store data and reviews into an agent conversation
  • see which apps your account already tracks

Example prompts for the agent

  • Search the Appfigures catalog for youtube and show last month's downloads for each result.
  • Aggregate iOS apps that ship Firebase and earn over $1M in the US.
  • List the apps my account tracks and group them by monetization model.

How to install Appfigures

1Platform CLI: remote server

claude mcp add --transport http mcp https://mcp.appfigures.com/mcp

2Platform CLI

claude mcp add --env APPFIGURES_API_KEY=<APPFIGURES_API_KEY> --transport stdio appfigures -- npx -y @appfigures/cli

Replace <…> with your own values

Step by step, with commands for each platform: How to add an MCP server to Claude Code, Codex, Cursor, VS Code, Gemini CLI and more

Questions about Appfigures

How do I install Appfigures in Claude Code?

Run claude mcp add --transport http appfigures https://mcp.appfigures.com/mcp, then use /mcp to sign in to your Appfigures account.

What does Appfigures do?

It hands the agent tools for searching the store catalog, reading product fields and aggregates, plus reaching your own Appfigures analytics and reviews.

Does it need an API key?

Browser sign-in works without one. For unattended runs set APPFIGURES_API_KEY, a token you create in the Appfigures developer settings.

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