Announcing the Beta for Retool’s MCP Server

Hey Retool community,

We're excited to share an official MCP server for Retool! With it, AI agents can inspect and query your Retool organization — apps, automations, resources, users, and more.

This is a read-focused initial release for admins first. We're starting here intentionally and will expand capabilities based on what we hear from beta users:

  • Retool admins who want AI agents (e.g. Claude Code, Codex) to help manage users, resources, and org settings

  • Developers using Retool's API who want a more agent-friendly interface

  • Retool builders already using MCP-compatible clients like ChatGPT or Cursor

:backhand_index_pointing_right: [Sign up for the closed beta here]

Drop questions below, we’re happy to chat about what we're building and where it's headed.

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