ultimate_mcp_server vs oh-my-codex
Side-by-side comparison to help you pick between these two MCP servers.
ultimate_mcp_server by Dicklesworthstone | oh-my-codex by scalarian | |
|---|---|---|
| Stars | ★ 149 | ★ 61 |
| 30d uses | — | — |
| Score | 85 | 46 |
| Official | — | — |
| Categories | AI / LLM ToolsBrowser AutomationFile System | Developer ToolsProductivityAI / LLM Tools |
| Language | Python | TypeScript |
| Last commit | 2 mo ago | 2 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.
oh-my-codex · Summary
Orchestration layer for OpenAI Codex with MCP integration for task, state, memory and team management.
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
oh-my-codex · Use cases
- Structured code development workflows including TDD, code review, and planning
- Team-based task management with claim, queue, and completion workflows
- Persistent state management across development sessions
- Plugin system extending functionality with custom tools
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_serveroh-my-codex · Install
# Install via npm
npm install
npm run build
cd packages/cli && npm link
# Or use direct installation
omx setup
# For Claude Desktop integration, add to config.json:
{
"mcpServers": {
"omx": {
"command": "node",
"args": ["/path/to/omx/packages/cli/dist/bin.js", "mcp"]
}
}
}