comfyui-mcp
MCP server for ComfyUI. Generate images from natural language prompts in any MCP-compatible client.
Status
v0.2 ships the core tools plus upscale, an image proxy, and public-URL support. Current tool surface: generate_image, generate_variations, generate_with_workflow, refine_image, upscale_image, list_models, list_workflows, upload_image, generate_with_controlnet, generate_with_ip_adapter, plus a workflow template registry. See Roadmap for what's next.
Install
npx (no install required)
npx @miller-joe/comfyui-mcp --comfyui-url http://your-comfyui-host:8188
npm
npm install -g @miller-joe/comfyui-mcp
comfyui-mcp --comfyui-url http://your-comfyui-host:8188
Docker
docker run -p 9100:9100 \
-e COMFYUI_URL=http://your-comfyui-host:8188 \
ghcr.io/miller-joe/comfyui-mcp:latest
Connect an MCP client
Claude Code:
claude mcp add --transport http comfyui http://localhost:9100/mcp
Or register the streamable HTTP endpoint with an MCP gateway (e.g. MetaMCP) to aggregate with other servers.
Configuration
All options can be set via CLI flag or environment variable:
| CLI flag | Env var | Default | Description |
|---|
--host | MCP_HOST | 0.0.0.0 | Bind host (HTTP mode only) |
--port | MCP_PORT | 9100 | Bind port (HTTP mode only) |
--stdio | MCP_TRANSPORT=stdio | (unset) | Speak MCP over stdio instead of HTTP. Use when launched as a subprocess by a stdio-first MCP client (Claude Desktop, mcp-inspector). |
--comfyui-url | COMFYUI_URL | http://127.0.0.1:8188 | ComfyUI HTTP URL used internally by this server |
--comfyui-public-url | COMFYUI_PUBLIC_URL | same as --comfyui-url | External URL in image URLs returned to clients. Set this when the internal URL is not reachable from MCP clients (common with Docker networks). |
| (no flag) | COMFYUI_DEFAULT_CKPT | sd_xl_base_1.0.safetensors | Default checkpoint filename |
Transports
The server speaks streamable HTTP by default (great for Claude Code, MetaMCP, raw fetch). Pass --stdio (or set MCP_TRANSPORT=stdio) to switch into stdio mode, which is what stdio-first clients like Claude Desktop and the MCP Inspector expect:
{
"mcpServers": {
"comfyui": {
"command": "npx",
"args": ["-y", "@miller-joe/comfyui-mcp", "--stdio", "--comfyui-url", "http://127.0.0.1:8188"]
}
}
}
Image URLs returned to clients
Generation tools return image URLs like <comfyui-public-url>/view?filename=…. If --comfyui-public-url is not set, URLs use the internal --comfyui-url value.
The server also exposes a proxy endpoint: GET /images/<filename>?subfolder=&type=output streams the image bytes through this server, which is useful when clients can reach the MCP server but not ComfyUI directly.
The default checkpoint must match a file in your ComfyUI models/checkpoints/ directory. Override via COMFYUI_DEFAULT_CKPT or pass checkpoint as a tool argument.
generate_image
Generate an image from a text prompt using ComfyUI's default txt2img workflow.
Parameters: prompt (required), negative_prompt, width, height, steps, cfg, seed, checkpoint.
generate_variations
Generate multiple variations of the same prompt by varying the seed. Returns all images at once.
Parameters: prompt (required), count (2–16, default 4), plus the same generation params as generate_image, with base_seed instead of seed.
generate_with_workflow
Submit an arbitrary ComfyUI workflow JSON (full node graph) and return the resulting image URLs. Use this for custom workflows — ControlNet, upscaling, or anything exported from ComfyUI's Save (API Format).
Parameter: workflow (object), the complete node graph.
refine_image
Run img2img on a source image. The server fetches a source URL, uploads it to ComfyUI, and runs a denoising pass guided by a new prompt. Lower denoise preserves more of the original; higher gives the prompt more freedom.
Parameters: prompt, source_image_url (required), denoise (0–1, default 0.5), plus standard generation params.
list_models
List available checkpoints, LoRAs, samplers, or schedulers on the ComfyUI instance.
Parameter: kind, one of checkpoints (default), loras, samplers, schedulers.
list_workflows
List built-in workflow templates shipped with this server (currently txt2img, img2img, upscale, controlnet, ip_adapter).
upload_image
Upload a reference image to ComfyUI for use in img2img, ControlNet, or IP-Adapter workflows.
Parameters: source_url or image_base64 (one required), filename (optional), overwrite (default false).
Returns: the stored filename, which can be used as the image input in workflow nodes like LoadImage.
generate_with_controlnet
Generate an image conditioned by a ControlNet preprocessed image (pose skeleton, depth map, canny edges, normal map, etc.) plus a text prompt.
Parameters: prompt, control_image_url (the preprocessed conditioning image; this tool doesn't run preprocessors), controlnet_model (filename from models/controlnet/), strength (0–2, default 1), start_percent / end_percent (0–1, controlling when CN is active during sampling), plus standard generation params.
Requires a ControlNet model installed in your ComfyUI models/controlnet/ directory.
generate_with_ip_adapter
Generate an image using a reference image as a visual/style/subject guide via IP-Adapter.
Parameters: prompt, reference_image_url, preset (e.g. "STANDARD (medium strength)", "PLUS FACE (portraits)", "VIT-G (medium strength)"), weight (0–3, default 1), start_at / end_at (0–1), plus standard generation params.
Requires the ComfyUI-IPAdapter-plus custom node pack plus the preset's matching IPAdapter weights and CLIP Vision models.
Workflow template registry
Save complex workflow JSON once, run by name later. Templates are stored on disk under --templates-dir (defaults to ~/.config/comfyui-mcp/templates/<name>.json) so they survive restarts and are portable across MCP clients.
| Tool | Description |
|---|
save_workflow_template | Save a workflow JSON under a named slot. overwrite=true to replace. |
list_workflow_templates | List saved templates with descriptions and last-updated timestamp. |
get_workflow_template | Fetch a stored template's JSON plus metadata. |
delete_workflow_template | Delete a stored template. |
run_workflow_template | Run a saved template against ComfyUI and return image URLs. |
Template names must start alphanumeric. Allowed: a-z, A-Z, 0-9, -, _. Max 64 chars.
All generation tools return image URLs served directly by the ComfyUI instance (http://<comfyui>/view?filename=…). These URLs can be passed straight to any client that accepts image URLs.
Architecture
┌────────────────┐ ┌──────────────────┐ ┌──────────────┐
│ MCP client │────▶│ comfyui-mcp │────▶│ ComfyUI │
│ (Claude, etc.)│◀────│ (this server) │◀────│ instance │
└────────────────┘ └──────────────────┘ └──────────────┘
streamable HTTP HTTP REST + poll
The server is stateless. A single MCP request submits a workflow to ComfyUI, polls /history/{id} until complete, and returns image URLs.
Development
git clone https://github.com/miller-joe/comfyui-mcp
cd comfyui-mcp
npm install
npm run dev
npm run build
npm run typecheck
Requires Node 20+.
Roadmap
Shipped in v0.2:
generate_image, generate_variations, generate_with_workflowrefine_image (img2img from a source URL)upscale_image (ESRGAN / SwinIR-style model upscale)list_models, list_workflows, upload_image- Image proxy endpoint (
/images/<filename>) for clients that can't reach ComfyUI directly
- Configurable public URL for externally-correct image URLs
- Workflow template registry (save/list/get/delete/run)
generate_with_controlnet (requires ControlNet models on the ComfyUI side)generate_with_ip_adapter (requires ComfyUI-IPAdapter-plus pack)
Planned:
- WebSocket progress events for long-running generations.
License
MIT © Joe Miller
Support
If this tool saves you time, consider supporting development:
Every contribution funds maintenance, documentation, and the next release.