Cascade MCP Server

LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate, curate with vision, and log.

Local serverstdioPython

What is the Cascade MCP Server?

LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate, curate with vision, and log.

What the server does

Generate Midjourney images by conversation instead of by hand. You describe what you want; your AI assistant composes the prompt, fires it, inspects the grid with vision, crops the best quadrant, cleans it up, and logs what worked.

Available tools

The toolset is worth reading before you wire it up, because it tells you what the integration is really for:

  • Category — Tools
  • Onboarding — cascade_guide
  • Generation — imagine, generate_video, wait, status, bridge_health, mj_action
  • Catch-up — channel_recent, adopt_message
  • Composition — compose_prompt, compose_video
  • Curation — crop_grid, alpha_key, auto_trim, palette_quantize, contact_sheet, sprite_sheet, score_grid, video_filmstrip, loop_seam_delta, promote

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Cascade MCP Server

{
  "mcpServers": {
    "cascade-img": {
      "command": "uvx",
      "args": ["cascade-img"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Example prompts to try

  • “Use Cascade to Category.”
  • “Use Cascade to Onboarding.”
  • “Use Cascade to Generation.”

Frequently asked questions

LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate, curate with vision, and log. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.