FLORA MCP server

FLORA MCP Skills

Workflows for pointing your agent at FLORA and getting real work back — not just tool access.

FLORA's MCP server gives any agent the ability to generate images, video, audio and text, run saved multi-step techniques, and read and write a FLORA canvas. That is the raw capability. This repo is the judgment layer: when to use which model, what the gotchas are, what a good result looks like, and what to do when one comes back wrong.

Skills document tested workflows and measured observations. Model behavior and tool availability can change; check the connected server before following an example.

FLORA maintains these skills and publishes updates here through reviewed pull requests.

Install

One command. FLORA's MCP server is hosted, authenticated over OAuth, and needs no API key — the first call opens a browser to sign in.

Claude Code

claude mcp add --transport http flora https://agents.flora.ai/mcp

Codex

codex mcp add flora --transport http https://agents.flora.ai/mcp

Cursor, Windsurf, Zed, and other MCP clients — add to your MCP config:

{
  "mcpServers": {
    "flora": {
      "type": "http",
      "url": "https://agents.flora.ai/mcp"
    }
  }
}

Claude.ai (web and desktop) — add it as a custom connector:

(direct link)

1. Copy https://agents.flora.ai/mcp
2. Go to Settings → Connectors → Add custom connector

1. Paste, sign in, and start generating

ChatGPT — FLORA is in the app directory; enable it there.

Then add the skills

The server is the capability; the skills are how your agent knows what to do with it.

Claude Code — one command, skills and server together. This repo is also a plugin marketplace, so installing it wires up the MCP server and every skill:

claude plugin marketplace add florafauna-ai/flora-mcp-skills
claude plugin install flora-mcp-skills@flora

Any other agent — copy the skills in:

git clone https://github.com/florafauna-ai/flora-mcp-skills.git
cp -r flora-mcp-skills/skills/* .codex/skills/       # Codex
cp -r flora-mcp-skills/skills/* .cursor/rules/       # Cursor

Claude.ai — there is no plugin install, so pick one of three. claude plugin is Claude Code only; on web and desktop the skills go in by hand.

A Project, if you use FLORA regularly. Create a Project, open Set custom instructions, and paste in the contents of the skill you want — for example skills/flora-batch-generate/SKILL.md. Every chat inside that Project then has it, with nothing to re-paste. This is the most reliable option and it costs nothing.

Upload it as a Skill, for something reusable across Projects. Claude.ai takes a zipped skill folder, and this repo's layout is already the right shape — one directory per skill with a SKILL.md inside it. Zip the one you want:

git clone https://github.com/florafauna-ai/flora-mcp-skills.git
cd flora-mcp-skills/skills && zip -r flora-batch-generate.zip flora-batch-generate

Then upload it from Claude's settings, under skills/capabilities. Zipping from the repo rather than downloading a prebuilt archive means you always get the current version.

Or just ask for it inline — see the raw-URL option below, which needs no setup at all and works in a normal chat.

Or no install at all — point your agent straight at one skill:

Read https://raw.githubusercontent.com/florafauna-ai/flora-mcp-skills/main/skills/flora-batch-generate/SKILL.md
and follow it for these 5 products:

  PO-01  a matte black ceramic pour-over coffee dripper
  WB-04  a brushed steel insulated water bottle
  AP-09  a folded oatmeal linen apron
  CB-02  a walnut wood cutting board, rectangular
  SB-03  a stack of three speckled stoneware bowls

Shortened. The full README is on GitHub.