MCP Catalogs
Home

ultimate_mcp_server vs token-enhancer

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

ultimate_mcp_server
by Dicklesworthstone
token-enhancer
by xelektron
Stars★ 149★ 64
30d uses
Score8546
Official
Categories
AI / LLM ToolsBrowser AutomationFile System
Web ScrapingAI / LLM ToolsDeveloper Tools
LanguagePythonPython
Last commit2 mo ago1 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.

token-enhancer · Summary

MCP server that strips web pages to clean text, reducing token usage by 86-99%.

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

token-enhancer · Use cases

  • Reduce token usage when web pages are included in AI agent prompts
  • Clean up web content for analysis without ads and navigation elements
  • Batch fetch multiple URLs efficiently with cached results

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

token-enhancer · Install

pip install xelektron-token-enhancer

As an MCP Server (Claude Desktop): Add to your config file:

{
  "mcpServers": {
    "token-enhancer": {
      "command": "python3",
      "args": ["-m", "mcp_server"],
      "env": {
        "REQUESTS_CA_BUNDLE": "/etc/ssl/certs/ca-certificates.crt"
      }
    }
  }
}

Remove the env block on macOS/Windows.

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