FLORA

official

The FLORA MCP lets users generate, organize, and iterate on visual assets — hero images, moodboards, lifestyle shots, promo graphics — directly from a conversation, and route them into the tools teams already work in (Notion, Google Drive, Slack, calendars)

View on flora.aiTry this MCPSponsored

What can you do with FLORA MCP?

  • Locate the current MCP endpoint — Ask your assistant to find the production /api/v1-backed install URL for FLORA MCP, replacing any deprecated beta endpoint references.
  • Update MCP client configuration — Have your assistant guide you through migrating from the legacy /mcp beta endpoint to the current Developer Site–documented setup.
  • Access full MCP documentation — Request the FLORA Developer Site URL or the llms.txt index to retrieve complete, up-to-date MCP usage details beyond this page.
  • Query documentation dynamically — Ask your assistant to fetch this page with the ask parameter to get targeted answers about FLORA MCP capabilities not covered here.

Documentation

For the complete documentation index, see llms.txt. Markdown versions of documentation pages are available by appending .md to page URLs; this page is available as Markdown.

FLORA MCP

The FLORA MCP server is out of public beta. For full documentation on using FLORA outside the canvas via MCP, visit the FLORA Developer Site.

{% hint style="warning" %} The legacy /mcp beta endpoint has been deprecated. If you previously connected via the beta endpoint, update your MCP client configuration to use the /api/v1-backed install URL documented on the Developer Site. {% endhint %}

{% embed url="https://www.youtube.com/watch?v=74R3pWxmiqc" %}

Agent Instructions

This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the ask query parameter, and the optional goal query parameter:

GET https://docs.flora.ai/more/mcp.md?ask=<question>&goal=<endgoal>

ask is the immediate question: it should be specific, self-contained, and written in natural language. goal is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.