opik-mcp vs ultimate_mcp_server
Side-by-side comparison to help you pick between these two MCP servers.
opik-mcp by comet-ml | ultimate_mcp_server by Dicklesworthstone | |
|---|---|---|
| Stars | ★ 203 | ★ 149 |
| 30d uses | — | — |
| Score | 50 | 85 |
| Official | — | — |
| Categories | AI / LLM ToolsDeveloper ToolsMonitoring | AI / LLM ToolsBrowser AutomationFile System |
| Language | TypeScript | Python |
| Last commit | this month | 2 mo ago |
opik-mcp · Summary
Comet-ML's MCP server for Opik provides unified access to prompts, projects, traces, and metrics across various IDEs.
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.
opik-mcp · Use cases
- ML engineers tracking experiment metrics and accessing prompts directly within their IDE
- Data scientists exploring project traces and datasets without leaving their development environment
- Teams managing prompt lifecycle and version control across different workspace projects
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
opik-mcp · Install
Installation
- Run with npx:
npx -y opik-mcp --apiKey YOUR_API_KEY- Add to Claude Desktop (
claude_desktop_config.json):
{
"mcpServers": {
"opik": {
"command": "npx",
"args": ["-y", "opik-mcp", "--apiKey", "YOUR_API_KEY"]
}
}
}- Add to VS Code / GitHub Copilot (
.vscode/mcp.json):
{
"inputs": [
{
"type": "promptString",
"id": "opik-api-key",
"description": "Opik API Key",
"password": true
}
],
"servers": {
"opik-mcp": {
"type": "stdio",
"command": "npx",
"args": ["-y", "opik-mcp", "--apiKey", "${input:opik-api-key}"]
}
}
}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