What is the key difference between Atlas Pipeline and Jungle Cleaner?

Atlas Pipeline belongs to the Cloud Platforms category with local stdio execution, while Jungle Cleaner belongs to the Cloud Platforms category with cloud HTTP/SSE execution.

How do I install Atlas Pipeline or Jungle Cleaner 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 Atlas Pipeline and Jungle Cleaner free or paid?

Atlas Pipeline operates under a Free / Open Source model (No auth required). Jungle Cleaner operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Atlas Pipeline lists 0 tools with 0 views and 0 GitHub stars. Jungle Cleaner lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Atlas Pipeline and Jungle Cleaner 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 Atlas Pipeline or Jungle Cleaner 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 Atlas Pipeline and Jungle Cleaner free to use, or do they require API keys?

Atlas Pipeline is listed under a Free / Open Source model with No auth required . Jungle Cleaner 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 Atlas Pipeline and Jungle Cleaner at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both atlas-pipeline and jungle-cleaner 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, Atlas Pipeline has a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars. Jungle Cleaner holds a Quality Score of 41 /100 ( Fair ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Atlas Pipeline vs Jungle Cleaner

In-depth architectural comparison of the Atlas Pipeline and Jungle Cleaner 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

Atlas Pipeline

Cloud Platforms · Local stdio

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

Jungle Cleaner

Cloud Platforms · Remote HTTP/SSE

Quality: 41/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Atlas Pipeline if you need specialized Cloud Platforms tools running via a local process. Choose Jungle Cleaner if your workspace requires Cloud Platforms integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Atlas Pipeline when:

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

Explore Atlas Pipeline Details

Choose Jungle Cleaner when:

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

Explore Jungle Cleaner Details

Feature & Specification Comparison

Specification	A Atlas Pipeline Cloud Platforms	J Jungle Cleaner Cloud Platforms
Summary	7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize	Lowers your AWS bill by helping you clean up and optimize your setup
Category & Scope	Cloud Platforms	Cloud Platforms
Quality signal

Tools & Capabilities Breakdown

Atlas Pipeline Tools (0)

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

Jungle Cleaner 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).

Atlas Pipeline Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "atlas-pipeline": {
      "command": "npx",
      "args": [
        "-y",
        "atlas-pipeline"
      ]
    }
  }
}

Jungle Cleaner Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "jungle-cleaner": {
      "url": "https://junglecleaner.com"
    }
  }
}

Frequently Asked Questions

Atlas Pipeline is categorized under Cloud Platforms and uses a local stdio subprocess. In contrast, Jungle Cleaner belongs to Cloud Platforms using remote streaming HTTP/SSE transport. Select Atlas Pipeline when you need capabilities focused on cloud platforms and Jungle Cleaner when you require tools for cloud platforms.

More alternatives to Atlas Pipeline More alternatives to Jungle Cleaner Cloud Platforms category hub