What is the key difference between Agent Harnesses and Coolify?

Agent Harnesses belongs to the Developer Tools category with local stdio execution, while Coolify belongs to the Developer Tools category with local stdio execution.

How do I install Agent Harnesses or Coolify 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 Agent Harnesses and Coolify free or paid?

Agent Harnesses operates under a Free / Open Source model (No auth required). Coolify operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Agent Harnesses lists 0 tools with 2 views and 801 GitHub stars. Coolify lists 0 tools with 0 views and 582 GitHub stars.

Can I use both Agent Harnesses and Coolify 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.

Side-by-Side Model Context Protocol Comparison

Agent Harnesses vs Coolify

In-depth architectural comparison of the Agent Harnesses and Coolify 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

Agent Harnesses

Developer Tools · Local stdio

Quality: 48/100 (Fair) | Auth: No auth required

Coolify

Developer Tools · Local stdio

Quality: 47/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Agent Harnesses if you need specialized Developer Tools tools running via a local process. Choose Coolify if your workspace requires Developer Tools integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Agent Harnesses 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 Agent Harnesses Details

Choose Coolify 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 Coolify Details

Feature & Specification Comparison

Specification	Agent Harnesses Developer Tools	Coolify Developer Tools
Summary	Agent-harness picks, search, and decision guides over a curated, weekly-rescored list of 110.	42 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

Agent Harnesses Tools (0)

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

Coolify 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).

Agent Harnesses Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "agent-harnesses": {
      "command": "uvx",
      "args": [
        "agent-harnesses-mcp"
      ]
    }
  }
}

Coolify Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "coolify": {
      "command": "npx",
      "args": [
        "-y",
        "@masonator/coolify-mcp@latest"
      ]
    }
  }
}

Frequently Asked Questions

Agent Harnesses is categorized under Developer Tools and uses a local stdio subprocess. In contrast, Coolify belongs to Developer Tools using local stdio subprocess. Select Agent Harnesses when you need capabilities focused on developer tools and Coolify when you require tools for developer tools.

More alternatives to Agent Harnesses More alternatives to Coolify Developer Tools category hub