ultimate_mcp_server vs ref-tools-mcp
Side-by-side comparison to help you pick between these two MCP servers.
ultimate_mcp_server by Dicklesworthstone | ref-tools-mcp by ref-tools | |
|---|---|---|
| Stars | ★ 149 | ★ 1,104 |
| 30d uses | — | — |
| Score | 85 | 54 |
| Official | — | — |
| Categories | AI / LLM ToolsBrowser AutomationFile System | Developer ToolsAI / LLM ToolsSearch |
| Language | Python | TypeScript |
| Last commit | 2 mo ago | this month |
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.
ref-tools-mcp · Summary
Ref MCP provides token-efficient API documentation search tools to reduce context rot and minimize costs.
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
ref-tools-mcp · Use cases
- AI coding agents searching API documentation without overwhelming context windows
- Development teams maintaining up-to-date references for multiple services
- Cost reduction by minimizing token usage when fetching documentation
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_serverref-tools-mcp · Install
Installation Options
Streamable HTTP (Recommended)
Add to your Cursor configuration:
"Ref": {
"type": "http",
"url": "https://api.ref.tools/mcp?apiKey=YOUR_API_KEY"
}stdio (Legacy)
Add to your Cursor configuration:
"Ref": {
"command": "npx",
"args": ["ref-tools-mcp@latest"],
"env": {
"REF_API_KEY": <sign up to get an api key>
}
}Claude Desktop
Add to claude_desktop_config.json:
{
"mcpServers": {
"ref-tools": {
"command": "npx",
"args": ["ref-tools-mcp@latest"]
}
}
}