What is the key difference between Modellix Agent Canvas and Pixelle MCP?

Modellix Agent Canvas belongs to the Multimedia Process category with local stdio execution, while Pixelle MCP belongs to the Multimedia Process category with local stdio execution.

How do I install Modellix Agent Canvas or Pixelle MCP in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Modellix Agent Canvas and Pixelle MCP free or paid?

Modellix Agent Canvas operates under a Free / Open Source model (No auth required). Pixelle MCP operates under a BYOK (Pay Provider Direct) model (API Key required).

Which MCP server has more tools and community activity?

Modellix Agent Canvas lists 0 tools with 1 views and 0 GitHub stars. Pixelle MCP lists 6 tools with 2 views and 1,100 GitHub stars.

Can I use both Modellix Agent Canvas and Pixelle MCP together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

How do I install Modellix Agent Canvas or Pixelle MCP in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Modellix Agent Canvas and Pixelle MCP free to use, or do they require API keys?

Modellix Agent Canvas is listed under a Free / Open Source model with No auth required . Pixelle MCP operates under a BYOK (Pay Provider Direct) model with API Key required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Modellix Agent Canvas and Pixelle MCP at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both modellix-agent-canvas and aidc-ai-pixelle-mcp as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Modellix Agent Canvas has a Quality Score of 27 /100 ( Emerging ) with 1 views, 0 installs, and 0 GitHub stars. Pixelle MCP holds a Quality Score of 55 /100 ( Good ) with 2 views, 0 installs, and 1,100 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Modellix Agent Canvas vs Pixelle MCP

In-depth architectural comparison of the Modellix Agent Canvas and Pixelle MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Modellix Agent Canvas

Multimedia Process · Local stdio

Quality: 27/100 (Emerging) | Auth: No auth required

Pixelle MCP

Multimedia Process · Local stdio

Quality: 55/100 (Good) | Auth: API Key required

Verdict Summary: Choose Modellix Agent Canvas if you need specialized Multimedia Process tools running via a local process. Choose Pixelle MCP if your workspace requires Multimedia Process integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Modellix Agent Canvas when:

You need dedicated capabilities in the Multimedia Process domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Modellix Agent Canvas Details

Choose Pixelle MCP when:

You need dedicated capabilities in the Multimedia Process domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: PORT, COMFYUI_ADDRESS, RUNNINGHUB_API_KEY, LLM_PROVIDER, OPENAI_API_KEY, OLLAMA_API_KEY.
Primary tools included: Full-modal support for text, image, sound, and video generation, Dual execution modes: local ComfyUI and RunningHub cloud service, Zero-code workflow-to-MCP tool conversion.

Explore Pixelle MCP Details

Feature & Specification Comparison

Specification	M Modellix Agent Canvas Multimedia Process	Pixelle MCP AIDC-AI Multimedia Process
Summary	Local MCP canvas for Modellix image generation, editing, task recovery, and visual project work.	An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface.
Category & Scope	Multimedia Process

Tools & Capabilities Breakdown

Modellix Agent Canvas Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Pixelle MCP Tools (6)

Full-modal support for text, image, sound, and video generation

Dual execution modes: local ComfyUI and RunningHub cloud service

Zero-code workflow-to-MCP tool conversion

Chainlit-based web interface for multimodal interaction

Multi-LLM support including OpenAI, Ollama, Gemini, Claude, and more

Unified architecture integrating MCP server, web UI, and file services

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Modellix Agent Canvas Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "modellix-agent-canvas": {
      "command": "npx",
      "args": [
        "-y",
        "modellix-agent-canvas"
      ]
    }
  }
}

Pixelle MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "aidc-ai-pixelle-mcp": {
      "command": "uvx",
      "args": [
        "pixelle@latest"
      ],
      "env": {
        "PORT": "YOUR_PORT_HERE",
        "COMFYUI_ADDRESS": "YOUR_COMFYUI_ADDRESS_HERE",
        "RUNNINGHUB_API_KEY": "YOUR_RUNNINGHUB_API_KEY_HERE",
        "LLM_PROVIDER": "YOUR_LLM_PROVIDER_HERE",
        "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE",
        "OLLAMA_API_KEY": "YOUR_OLLAMA_API_KEY_HERE"
      }
    }
  }
}

Frequently Asked Questions

Modellix Agent Canvas is categorized under Multimedia Process and uses a local stdio subprocess. In contrast, Pixelle MCP belongs to Multimedia Process using local stdio subprocess. Select Modellix Agent Canvas when you need capabilities focused on multimedia process and Pixelle MCP when you require tools for multimedia process.

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