ultimate_mcp_server vs compass

Side-by-side comparison to help you pick between these two MCP servers.

	ultimate_mcp_server by Dicklesworthstone	compass by raystack
Stars	★ 149	★ 67
30d uses	—	—
Score	85	46
Official	—	—
Categories	AI / LLM ToolsBrowser AutomationFile System	Knowledge GraphAI / LLM ToolsDeveloper Tools
Language	Python	Go
Last commit	2 mo ago	1 mo ago

ultimate_mcp_server · Summary

Comprehensive MCP server providing dozens of capabilities for AI agents including LLM delegation, browser automation, document processing, and cognitive memory systems.

compass · Summary

Compass is a knowledge graph context engine that provides MCP tools for AI agents to search and traverse organizational metadata.

ultimate_mcp_server · Use cases

Complex document processing and analysis with OCR and structured data extraction
Web automation and research across multiple sites with browser control
Cost-optimized AI workflows through intelligent task delegation between models

compass · Use cases

AI agents discovering organizational metadata and system relationships
Impact analysis when making changes to critical systems
Context assembly around entities for comprehensive understanding

ultimate_mcp_server · Install

Installation

Clone the repository:

git clone https://github.com/Dicklesworthstone/ultimate_mcp_server.git
cd ultimate_mcp_server

Install dependencies:

pip install -e .

For Claude Desktop integration, add to your claude_desktop_config.json:

{
  "mcpServers": {
    "ultimate-mcp": {
      "command": "python",
      "args": ["-m", "ultimate_mcp_server"],
      "env": {
        "PYTHONPATH": "."
      }
    }
  }
}

Run the server:

python -m ultimate_mcp_server

compass · Install

Install Compass on macOS, Windows, Linux, or via Docker:

# macOS
brew install raystack/tap/compass

# Linux (Debian)
sudo dpkg -i compass_*.deb

# Docker
docker pull raystack/compass:latest

Configure MCP server in .mcp.json:

{
  "mcpServers": {
    "compass": {
      "type": "sse",
      "url": "http://localhost:8080/mcp"
    }
  }
}

Start the server with:

compass config init
compass server migrate
compass server start

Comparison generated from public README + GitHub signals. Last updated automatically.