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ultimate_mcp_server vs mcp-proxy

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

ultimate_mcp_server
by Dicklesworthstone
mcp-proxy
by tbxark
Stars★ 149★ 691
30d uses
Score8552
Official
Categories
AI / LLM ToolsBrowser AutomationFile System
Developer ToolsOps & InfraAI / LLM Tools
LanguagePythonGo
Last commit2 mo ago3 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.

mcp-proxy · Summary

MCP proxy server that aggregates multiple MCP servers behind a single HTTP entrypoint with flexible configuration options.

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

mcp-proxy · Use cases

  • Consolidating multiple MCP servers behind a single entrypoint for easier client connection
  • Aggregating tools and resources from various providers into a unified MCP interface
  • Creating a gateway for MCP servers with different communication protocols

ultimate_mcp_server · Install

Installation

  1. Clone the repository:
git clone https://github.com/Dicklesworthstone/ultimate_mcp_server.git
cd ultimate_mcp_server
  1. Install dependencies:
pip install -e .
  1. For Claude Desktop integration, add to your claude_desktop_config.json:
{
  "mcpServers": {
    "ultimate-mcp": {
      "command": "python",
      "args": ["-m", "ultimate_mcp_server"],
      "env": {
        "PYTHONPATH": "."
      }
    }
  }
}
  1. Run the server:
python -m ultimate_mcp_server

mcp-proxy · Install

Installation Options

Build from Source

git clone https://github.com/tbxark/mcp-proxy.git
cd mcp-proxy
make build
./build/mcp-proxy --config path/to/config.json

Install via Go

go install github.com/tbxark/mcp-proxy@latest

Docker

docker run -d -p 9090:9090 -v /path/to/config.json:/config/config.json ghcr.io/tbxark/mcp-proxy:latest

Claude Desktop Configuration

Add to Claude Desktop config.json:

{
  "mcpServers": {
    "mcp-proxy": {
      "command": "mcp-proxy",
      "args": ["--config", "/path/to/config.json"]
    }
  }
}
Comparison generated from public README + GitHub signals. Last updated automatically.