# FLORA

Connects agents to the FLORA canvas to produce images, video, audio, and 3D assets. It includes tested skills for parallel generation pipelines.

- MCP server · `type=mcp` · Claude Code, Codex, Cursor, GitHub Copilot, Windsurf (Devin Desktop), Cline, Zed, Gemini CLI · ★ 9
- Author: florafauna-ai
- License: MIT · policy=link-only · description only; the file stays with the author
- Source: https://github.com/florafauna-ai/flora-mcp-skills
- Updated: 2026-10-18
- HTML: https://affpapa.org/en/nevibecode/mcp/flora

## What it does

This MCP server links an assistant to FLORA's creative canvas. It handles asset creation and editing across images, video, sound, text, and 3D scenes. The repository adds practical guidance so the agent picks suitable models and handles edge cases instead of guessing.

The primary workflow advantage comes from concurrent execution. Rather than waiting on one image at a time, skills like `flora-batch-generate` submit batches in parallel. Testing on six assets showed wall-clock time drop from roughly 150 seconds down to 15.8 seconds without changing output quality.

The service is hosted at `https://agents.flora.ai/mcp` and does not need static API keys. Initial execution opens your browser to complete OAuth sign-in. Missing that browser authentication blocks the tools immediately.

## Requirements
- Remote server: `https://agents.flora.ai/mcp`

## Install

### Claude Code (native platform)

**Platform CLI: remote server**
```bash
claude mcp add --transport http flora https://agents.flora.ai/mcp
```

### Codex

**Platform CLI: remote server**
```bash
codex mcp add flora --url https://agents.flora.ai/mcp
```

### Cursor

**Config file**
File `.cursor/mcp.json`:
```json
{
    "mcpServers": {
        "flora": {
            "url": "https://agents.flora.ai/mcp"
        }
    }
}
```

### GitHub Copilot

**Config file**
File `.vscode/mcp.json`:
```json
{
    "servers": {
        "flora": {
            "type": "http",
            "url": "https://agents.flora.ai/mcp"
        }
    }
}
```

### Gemini CLI

**Platform CLI: remote server**
```bash
gemini mcp add -t http flora https://agents.flora.ai/mcp
```

## When to use it
- create image batches using consistent visual guidelines
- generate video and audio tracks via conversational agents
- update and inspect items on the FLORA creative canvas
- process product catalogues concurrently to reduce wait times

## Example prompts
- Generate five minimalist ceramic cup images on a warm grey background using FLORA.
- Create a background audio track and a short promo video for our new release.
- Run a parallel batch generation for the items listed in `products.csv`.

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NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md