opik-mcp vs everything
Side-by-side comparison to help you pick between these two MCP servers.
opik-mcp by comet-ml | everything by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 203 | ★ 85,748 |
| 30d uses | — | — |
| Score | 50 | 77 |
| Official | — | ✓ |
| Categories | AI / LLM ToolsDeveloper ToolsMonitoring | Developer ToolsAI / LLM ToolsOther |
| Language | TypeScript | TypeScript |
| Last commit | this month | this month |
opik-mcp · Summary
Comet-ML's MCP server for Opik provides unified access to prompts, projects, traces, and metrics across various IDEs.
everything · Summary
Official MCP test server exercising all protocol features for client builders.
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
everything · Use cases
- Testing MCP client implementations against all protocol features
- Learning MCP protocol capabilities through a reference server
- Validating client compatibility with different transport methods
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}"]
}
}
}everything · Install
NPX (recommended)
{
"mcpServers": {
"everything": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-everything"]
}
}
}On Windows, use cmd /c:
{
"mcpServers": {
"everything": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
}
}
}Docker
{
"mcpServers": {
"everything": {
"command": "docker",
"args": ["run", "-i", "--rm", "mcp/everything"]
}
}
}Global install
npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything