ultimate_mcp_server vs mcpo
Side-by-side comparison to help you pick between these two MCP servers.
ultimate_mcp_server by Dicklesworthstone | mcpo by open-webui | |
|---|---|---|
| Stars | ★ 149 | ★ 4,197 |
| 30d uses | — | — |
| Score | 85 | 58 |
| Official | — | — |
| Categories | AI / LLM ToolsBrowser AutomationFile System | Developer ToolsAI / LLM ToolsOther |
| Language | Python | Python |
| Last commit | 2 mo ago | 3 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.
mcpo · Summary
A proxy server that exposes MCP tools as OpenAPI-compatible HTTP endpoints for seamless integration with LLM agents.
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
mcpo · Use cases
- Integrating MCP tools with Open WebUI and other LLM frontends expecting OpenAPI
- Securing MCP servers by adding authentication and documentation through standard HTTP interfaces
- Enabling legacy systems and web applications to consume MCP tools without protocol changes
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_servermcpo · Install
Installation
# Using uv (recommended)
uvx mcpo --port 8000 --api-key "top-secret" -- your_mcp_server_command
# Using pip
pip install mcpo
mcpo --port 8000 --api-key "top-secret" -- your_mcp_server_commandDocker
docker run -p 8000:8000 ghcr.io/open-webui/mcpo:main --api-key "top-secret" -- your_mcp_server_commandClaude Desktop Configuration
{
"mcpServers": {
"mcpo-proxy": {
"command": "uvx",
"args": ["mcpo", "--port", "8000", "--api-key", "top-secret", "--", "your_mcp_server_command"]
}
}
}