What is the key difference between AI Process Manager (AIPM) and Cellarion?

AI Process Manager (AIPM) belongs to the Developer Tools category with local stdio execution, while Cellarion belongs to the Developer Tools category with cloud HTTP/SSE execution.

How do I install AI Process Manager (AIPM) or Cellarion 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 AI Process Manager (AIPM) and Cellarion free or paid?

AI Process Manager (AIPM) operates under a Free / Open Source model (No auth required). Cellarion operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

AI Process Manager (AIPM) lists 0 tools with 0 views and 0 GitHub stars. Cellarion lists 0 tools with 0 views and 14 GitHub stars.

Can I use both AI Process Manager (AIPM) and Cellarion 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 AI Process Manager (AIPM) or Cellarion 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 AI Process Manager (AIPM) and Cellarion free to use, or do they require API keys?

AI Process Manager (AIPM) is listed under a Free / Open Source model with No auth required . Cellarion operates under a Free / Open Source model with No auth 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 AI Process Manager (AIPM) and Cellarion at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both ai-process-manager-aipm and cellarion 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, AI Process Manager (AIPM) has a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars. Cellarion holds a Quality Score of 43 /100 ( Fair ) with 0 views, 0 installs, and 14 GitHub stars.

Side-by-Side Model Context Protocol Comparison

AI Process Manager (AIPM) vs Cellarion

In-depth architectural comparison of the AI Process Manager (AIPM) and Cellarion 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

AI Process Manager (AIPM)

Developer Tools · Local stdio

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

Cellarion

Developer Tools · Remote HTTP/SSE

Quality: 43/100 (Fair) | Auth: No auth required

Verdict Summary: Choose AI Process Manager (AIPM) if you need specialized Developer Tools tools running via a local process. Choose Cellarion if your workspace requires Developer Tools integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose AI Process Manager (AIPM) when:

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

Explore AI Process Manager (AIPM) Details

Choose Cellarion when:

You need dedicated capabilities in the Developer Tools domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Cellarion Details

Feature & Specification Comparison

Specification	A AI Process Manager (AIPM) Developer Tools	C Cellarion Developer Tools
Summary	Structured Windows state for AI agents: processes, windows, UI trees. No screenshots.	Wine cellar manager: bottles, racks, drink windows, pairings and a shared wine registry.
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

AI Process Manager (AIPM) Tools (0)

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

Cellarion Tools (0)

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

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).

AI Process Manager (AIPM) Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "ai-process-manager-aipm": {
      "command": "npx",
      "args": [
        "-y",
        "ai-process-manager-aipm"
      ]
    }
  }
}

Cellarion Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "cellarion": {
      "url": "https://cellarion.app).**"
    }
  }
}

Frequently Asked Questions

AI Process Manager (AIPM) is categorized under Developer Tools and uses a local stdio subprocess. In contrast, Cellarion belongs to Developer Tools using remote streaming HTTP/SSE transport. Select AI Process Manager (AIPM) when you need capabilities focused on developer tools and Cellarion when you require tools for developer tools.

More alternatives to AI Process Manager (AIPM)More alternatives to Cellarion Developer Tools category hub