# Flora ships an MCP server for chat-based agents

By Steven Van · 2026-05-28

Claude, Cursor, VS Code and other MCP clients can now run Flora Techniques directly from a chat via a one-line install and OAuth sign-in.

[Flora](<https://creatorstoolbox.com/tools/flora-ai>) now has an MCP server, so any Model Context Protocol client, including Claude, Cursor, VS Code, OpenAI Codex, Hermes Agent, and OpenClaw, can discover and run Flora Techniques from a chat, without code or API wiring. Connecting once lets the agent generate, iterate, branch, and batch using the same Techniques a team already builds in Flora.

The server exposes two tools to the agent: **search\_docs**, which searches the Flora SDK documentation for the right method and parameters, and **execute**, which runs a TypeScript snippet against a pre-authenticated Flora SDK client covering workspaces, models, Techniques, generations, assets, projects, canvas, actions, and feedback. Setup is a one-line install per client, followed by an OAuth sign-in with the same account used at app.flora.ai. Both the MCP server and the existing API hit the same Techniques and the same workspace billing.

Read the [full announcement](<https://developer.flora.ai/mcp/>) for install steps per client and the tools reference.

[![](<https://developer.flora.ai/flora-og.png>)](<https://developer.flora.ai/mcp/>)

![Flora](<https://www.google.com/s2/favicons?domain=flora.ai&sz=128>)

Flora

AI-powered creative platform — combine text, image, and video models on a single infinite canvas with a built-in creative agent.

[View Flora →](<https://creatorstoolbox.com/tools/flora-ai>)

[Original source](<https://developer.flora.ai/mcp/>)

[Read Flora ships an MCP server for chat-based agents on Creators Toolbox](<https://creatorstoolbox.com/blog/flora-flora-mcp-is-live>)

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Canonical source: https://creatorstoolbox.com/blog/flora-flora-mcp-is-live