Turn any website you use into tools your AI can call

MCP Studio watches the AJAX traffic of the web apps you already use, learns their APIs, and builds an MCP layer on top. Then you just chat.

Create a free account Sign in

1. Record a site

Install the Chrome extension, open any web app you use, and tap "Record this tab". Only tabs you approve are watched, and a banner shows while recording.

2. Tools appear in the gallery

Unique AJAX endpoints are deduplicated, their request and response shapes inferred, and an AI names and describes each one as an MCP tool.

3. Chat with your data

Ask the assistant anything. It calls the tools through a server-side proxy that adds your saved login, so results are your live data.

Encrypted vault

Cookies and tokens are sealed with AES-256-GCM under a per-user key. You can see what is stored and revoke it any time.

Works on your phone

Sessions captured on desktop are reused by the backend, so the mobile web app never touches a token.

Real MCP server

Every account also exposes a Streamable HTTP MCP endpoint, so Claude Desktop or Cursor can use the same tools.