Extensions/OpenBio Comfy MCP
ComfyUI Extension

OpenBio Comfy MCP

Live-canvas MCP bridge for ComfyUI and OpenBio.

By Open-Bio·Created a day ago·Updated a day ago· 0
Open-Bio/openbio-comfy-mcp
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OpenBio Comfy MCP

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License: MIT Node.js 20+ ComfyUI 0.33.0+

OpenBio Comfy MCP is a local Model Context Protocol server and ComfyUI V3 extension for inspecting and editing the workflow currently open on a live ComfyUI canvas. It uses ComfyUI's native graph, selection, group, dirty-state, and undo behavior; it never queues, executes, or saves a workflow automatically.

[!IMPORTANT] Published releases are installable through ComfyUI Manager. Registry packages include a bundled MCP server, so Manager users do not need to run npm ci.

Features

  • Inspect the active canvas as compact, structured MCP output.
  • Search all node types installed in the connected ComfyUI instance.
  • Inspect the complete native schema of an exact node type.
  • Select and focus native nodes or groups without modifying the workflow.
  • Add, remove, connect, disconnect, configure, and move nodes.
  • Add, update, fit, move, and remove native ComfyUI groups.
  • Apply a batch as one atomic, undoable native ComfyUI transaction.
  • Reject stale or invalid patches before changing the live graph.
  • Keep the MCP transport local: the stdio server opens no listening port, and canvas commands are accepted by the relay from loopback only.

Architecture

MCP host application (Codex or another local host)
        | MCP over stdio
        v
Node.js MCP server
        | ComfyUI HTTP
        v
Python V3 extension relay
        | ComfyUI WebSocket event
        v
Browser page extension -> active app.canvas.graph

The browser page is the authority for the live graph. The Python extension correlates requests with a connected page, while the Node.js stdio server keeps no authoritative workflow copy. The extension registers no ComfyUI execution nodes and does not patch ComfyUI Core, ComfyUI_frontend, Desktop, or the workflow file format.

Requirements

  • ComfyUI 0.33.0 or newer
  • Python 3.10 or newer in the ComfyUI runtime
  • Node.js 20 or newer
  • An MCP host application that supports local stdio servers
  • A ComfyUI browser or Desktop page kept open while the tools are used

The ComfyUI extension has no additional Python package dependencies. Registry releases include a prebuilt MCP server. For source and development checkouts, npm ci installs only Node.js dependencies and builds that server; it does not modify the ComfyUI Python environment.

Install

ComfyUI Manager (recommended)

Open ComfyUI Manager, search for OpenBio Comfy MCP or openbio-comfy-mcp, select Install, and restart ComfyUI. The installed MCP entry point is:

<ComfyUI>/custom_nodes/openbio-comfy-mcp/dist/openbio-comfy-mcp.mjs

No npm ci step is required for a Registry installation.

Standard source installation

Clone the repository directly into ComfyUI's custom_nodes directory, then install the MCP server dependency and build the bundled entry point.

Windows PowerShell:

$ComfyRoot = "C:\path\to\ComfyUI"
Set-Location "$ComfyRoot\custom_nodes"
git clone https://github.com/Open-Bio/openbio-comfy-mcp.git
Set-Location .\openbio-comfy-mcp
npm ci

Linux or macOS:

cd /path/to/ComfyUI/custom_nodes
git clone https://github.com/Open-Bio/openbio-comfy-mcp.git
cd openbio-comfy-mcp
npm ci

Restart ComfyUI after installation, open its UI in a browser, and verify that the extension route is available:

Invoke-RestMethod http://127.0.0.1:8188/openbio-comfy-mcp/health

The expected response is { "ok": true }.

Sibling checkout for development

Keep the Git checkout outside ComfyUI and expose it through a link when you want edits to remain in a standalone repository.

Windows PowerShell:

$ComfyRoot = "C:\path\to\ComfyUI"
$Repo = "C:\path\to\openbio-comfy-mcp"

New-Item -ItemType Junction `
  -Path "$ComfyRoot\custom_nodes\openbio-comfy-mcp" `
  -Target $Repo

Set-Location $Repo
npm ci

Linux or macOS:

ln -s /path/to/openbio-comfy-mcp /path/to/ComfyUI/custom_nodes/openbio-comfy-mcp
cd /path/to/openbio-comfy-mcp
npm ci

Do not expose the same checkout through more than one custom-node root.

Connect an MCP host

Codex

Register the local stdio server with an absolute path:

$Repo = (Resolve-Path "C:\path\to\openbio-comfy-mcp").Path

codex mcp add openbio-comfy-mcp `
  --env OPENBIO_COMFY_URL=http://127.0.0.1:8188 `
  -- node "$Repo\dist\openbio-comfy-mcp.mjs"

codex mcp get openbio-comfy-mcp --json
codex mcp list --json

Restart the Codex client after adding the server. Codex Desktop, the CLI, and the IDE extension share MCP configuration on the same Codex host. See the official Codex MCP documentation.

Other stdio MCP hosts

For hosts that use an mcpServers JSON configuration, adapt this example with an absolute path:

{
  "mcpServers": {
    "openbio-comfy-mcp": {
      "command": "node",
      "args": ["C:\\path\\to\\openbio-comfy-mcp\\dist\\openbio-comfy-mcp.mjs"],
      "env": {
        "OPENBIO_COMFY_URL": "http://127.0.0.1:8188"
      }
    }
  }
}

Configuration keys vary by host. The command must start dist/openbio-comfy-mcp.mjs, and OPENBIO_COMFY_URL must point to the local ComfyUI server.

Configuration

| Variable | Default | Description | | --- | --- | --- | | OPENBIO_COMFY_URL | http://127.0.0.1:8188 | Base URL of the ComfyUI server used by the local MCP server. |

Tools

| Tool | Effect | Purpose | | --- | --- | --- | | inspect_canvas | Read-only | Inspect compact topology or details for exact native node/group refs. | | search_nodes | Read-only | Search the connected ComfyUI /object_info catalog. | | inspect_node_type | Read-only | Read the complete native schema for one exact class_type. | | present_canvas | UI state only | Select and optionally fit native items without modifying the workflow. | | apply_canvas_patch | Writes the live canvas | Apply one atomic, undoable batch of typed node, link, or group operations. |

Recommended editing flow:

  1. Call inspect_canvas and keep the returned canvas_id and revision.
  2. Use search_nodes and inspect_node_type before adding an unfamiliar node type.
  3. Send one apply_canvas_patch with the inspected canvas_id and revision as base_revision.
  4. Optionally call present_canvas to select and focus the changed items.
  5. Inspect again. If the result is unwanted, use ComfyUI's native undo command.

See docs/spec.md for the exact public behavior and operation set.

Frontend development note

The standalone ComfyUI_frontend Vite development server (pnpm dev, normally port 5173) does not load JavaScript extensions supplied by custom nodes. OpenBio Comfy MCP therefore cannot connect to a canvas served only by that development server. Use the frontend served by ComfyUI itself, or build the frontend and launch ComfyUI with that build as its frontend root.

After installing or updating this repository, restart ComfyUI and reload the browser page so the page extension is loaded.

Security and privacy

  • Install MCP servers only from sources you trust. This local server runs with the same operating-system permissions as the MCP host application that launches it.
  • Treat apply_canvas_patch as a write-capable tool and review or approve its use in your MCP host. It changes the workflow currently open in the selected page, although the whole patch can be reverted with one native undo.
  • The stdio MCP server opens no network listener. It calls the configured ComfyUI HTTP server, which defaults to http://127.0.0.1:8188.
  • Canvas command requests are accepted from loopback only. This restriction is not a general authentication layer for ComfyUI; do not expose an unauthenticated ComfyUI server to untrusted networks.
  • The bridge exposes typed graph operations, not arbitrary JavaScript, DOM access, filesystem access, shell commands, workflow queueing, or execution.
  • Canvas inspections can include workflow names, paths, node titles, prompts, filenames, sample identifiers, and widget values. Any onward handling follows the privacy policy and configuration of the MCP host and model provider you connect.
  • A disconnected page returns NO_LIVE_CANVAS; the system never falls back to editing workflow files in the background.

Troubleshooting

  • NO_LIVE_CANVAS: open or reload a ComfyUI page and leave it connected.
  • Tools are missing in the host: verify the absolute dist/openbio-comfy-mcp.mjs path and restart the MCP host application. For a source checkout, run npm ci first.
  • Health endpoint is missing: verify the repository is directly under custom_nodes or linked there, then restart ComfyUI and inspect its console for import errors.
  • STALE_CANVAS: call inspect_canvas again and build a new patch from the returned revision.
  • Multiple pages are open: the most recently focused ComfyUI page is the default target; an unresolved ambiguity is reported instead of guessed.
  • Port 5173 development page does not connect: use a frontend served by the ComfyUI backend as described above.

Update and uninstall

Update a source installation and its locked Node.js dependencies:

git pull --ff-only
npm ci

Restart ComfyUI and reload its browser page after an update.

To uninstall, first remove the MCP host registration. For Codex:

codex mcp remove openbio-comfy-mcp

Then remove the cloned openbio-comfy-mcp directory—or only the Junction/symbolic link for a sibling development checkout—from ComfyUI/custom_nodes, and restart ComfyUI.

Development

Install Node.js dependencies and run the MCP/page-extension tests:

npm ci
npm test

Run the Python relay tests with the same interpreter used by ComfyUI:

C:\path\to\ComfyUI\.venv\Scripts\python.exe `
  -m pytest --rootdir=tests -c pyproject.toml tests -q

Repository layout:

dist/                     Bundled, dependency-free Registry MCP entry point
mcp_host/                 Node.js stdio MCP server
openbio_comfy_mcp/        ComfyUI V3 Python relay extension
scripts/                  Reproducible MCP bundle build
web/                      Live page extension and canvas bridge
tests/                    Node.js and Python tests
docs/spec.md              Public behavior and safety boundaries

Issues and pull requests are welcome. Please keep changes inside the project's documented live-canvas and local-transport boundaries, and run both test suites before submitting.

License

OpenBio Comfy MCP is released under the MIT License.

This project uses the official Model Context Protocol TypeScript SDK and ComfyUI's documented V3 extension and JavaScript extension mechanisms.