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comfyui-mcp-server MCP Server

joenorton/comfyui-mcp-server

Score: 52.5 ↓ 4.4% Rank #14795 MCP Server
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lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI

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Overview

joenorton/comfyui-mcp-server is a Python MCP server licensed under Apache-2.0. lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI Topics: comfyui, comfyui-api, image-mcp, local-data, local-mcp, mcp-server.

Ranked #14795 out of 24846 indexed tools.

Ecosystem

Python Apache-2.0
comfyuicomfyui-apiimage-mcplocal-datalocal-mcpmcp-server

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 408

408 stars → growing community

Freshness 25% 8mo ago

Last commit 8mo ago → stale

Issue Health 25% 50%

6/12 issues closed → decent issue management

Contributors 10% 3

3 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 85
Description Good
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 254 days ago — a recent commit would boost your freshness score

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for joenorton/comfyui-mcp-server
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Matched Queries

"mcp server""mcp-server""model context protocol""model-context-protocol"topic:mcp-server

From the README

# ComfyUI MCP Server

> Generate and refine AI images/audio/video through natural conversation

A lightweight MCP (Model Context Protocol) server that lets AI agents generate and iteratively refine images, audio, and video using a local ComfyUI instance.

You run the server, connect a client, and issue tool calls. Everything else is optional depth.

---

## Quick Start (2–3 minutes)

This proves everything is working.

### 1) Clone and set up

```bash
git clone https://github.com/joenorton/comfyui-mcp-server.git
cd comfyui-mcp-server
pip install -r requirements.txt
```

### 2) Start ComfyUI

Make sure ComfyUI is installed and running locally.

```bash
cd <ComfyUI_dir>
python main.py --port 8188
```

### 3) Run the MCP server

From the repository directory:

```bash
python server.py
```

The server listens at:

```
http://127.0.0.1:9000/mcp
```

### 4) Verify it works (no AI client required)

Run the included test client:

```bash
# Use default prompt
python test_client.py

# Or provide
Read full README on GitHub →

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