ultimate_mcp_server vs codex-mcp-tool

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

	ultimate_mcp_server by Dicklesworthstone	codex-mcp-tool by x51xxx
Stars	★ 149	★ 21
30d uses	—	—
Score	85	43
Official	—	—
Categories	AI / LLM ToolsBrowser AutomationFile System	Developer ToolsAI / LLM Tools
Language	Python	TypeScript
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.

codex-mcp-tool · Summary

MCP server connecting Claude/Cursor to Codex CLI with file analysis, multi-turn conversations, and local model support.

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

codex-mcp-tool · Use cases

Code analysis and refactoring with file references
Multi-turn conversations about code with context preservation
Local model integration for private code analysis

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

codex-mcp-tool · Install

Installation

Claude Desktop

claude mcp add codex-cli -- npx -y @trishchuk/codex-mcp-tool

Configuration

{
  "mcpServers": {
    "codex-cli": {
      "command": "npx",
      "args": ["-y", "@trishchuk/codex-mcp-tool"]
    }
  }
}

**Config locations:**

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json

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