opik-mcp vs filesystem
Side-by-side comparison to help you pick between these two MCP servers.
opik-mcp by comet-ml | filesystem by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 203 | ★ 85,748 |
| 30d uses | — | — |
| Score | 50 | 77 |
| Official | — | ✓ |
| Categories | AI / LLM ToolsDeveloper ToolsMonitoring | File SystemDeveloper ToolsProductivity |
| 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.
filesystem · Summary
A feature-rich MCP server for filesystem operations with dynamic directory access control.
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
filesystem · Use cases
- Enable AI models to read and write project files during development
- Allow Claude or other MCP clients to browse and analyze codebases
- Provide secure sandboxed access to specific directories for content generation
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}"]
}
}
}filesystem · Install
Installation
Using NPX
{
"mcpServers": {
"filesystem": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-filesystem",
"/path/to/allowed/directory"
]
}
}
}Using Docker
{
"mcpServers": {
"filesystem": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"--mount", "type=bind,src=/path/to/allowed/dir,dst=/projects/allowed/dir",
"mcp/filesystem",
"/projects"
]
}
}
}VS Code Extension
Click the installation buttons in the README to install directly in VS Code.