opik-mcp
★ 206
vs
GitHub MCP Server
★ 30.3k
opik-mcp vs GitHub MCP Server
opik-mcp: opik-mcp is a Model Context Protocol server that integrates Opik, an LLM observability platform, with AI coding assistants like Claude Code, Cursor, VS Code Copilot, and MCP Inspector. It enables reading traces, scoring, saving prompt versions, and asking Ollie investigative questions directly from chat. Requires Python 3.13+ and uses uvx for execution.; GitHub MCP Server: GitHub's official MCP Server connects AI agents directly to GitHub, enabling natural language interactions with repositories, issues, pull requests, code search, Actions workflows, and security findings. Built for developers who want to bring GitHub context into AI assistants — from simple queries to complex multi-step agent workflows. Available as a remote server or self-hosted Docker container.
01
TL;DR
Choose opik-mcp if…Query Opik projects and retrieve trace details from chat
Choose GitHub MCP Server if…AI-assisted code review, issue triage, and PR management in GitHub
02
Side-by-Side Comparison
03
Features
opik-mcp01Supports multiple AI hosts: Claude Code, Cursor, VS Code Copilot, MCP Inspector
02Provides six tools: read, list, ask_ollie, write, schema, run_experiment
03Authenticated access to Opik workspace for read/write operations
04YOLO mode for automatic approval of Ollie's writes with audit logging
05Self-hosted Opik configuration support with environment variables
GitHub MCP Server01Browse and query code, files, commits across any accessible repository
02Create, update, and manage issues and pull requests via natural language
03Monitor GitHub Actions workflow runs and analyze build failures
04Review Dependabot alerts and security code scanning findings
05Available as a hosted remote server or self-hosted via Docker
04
Use Cases
opik-mcp↳Query Opik projects and retrieve trace details from chat
↳Score traces or add comments interactively during development
↳Investigate experiment regressions by asking Ollie analytical questions
GitHub MCP Server↳AI-assisted code review, issue triage, and PR management in GitHub
↳Automated CI/CD analysis — identifying and explaining workflow failures
↳Building multi-step agent workflows that combine GitHub data with other MCP tools
05
Best For
opik-mcpTrendingObservabilityPrompt Engineering
GitHub MCP ServerMost PopularTrendingEssential
FAQ
FAQ
What is the difference between opik-mcp and GitHub MCP Server?
Both opik-mcp and GitHub MCP Server are in the Observability category. opik-mcp has 206 stars, while GitHub MCP Server has 30.3k stars.
Which is better, opik-mcp or GitHub MCP Server?
The best choice depends on your use case. Choose opik-mcp if Query Opik projects and retrieve trace details from chat, and GitHub MCP Server if AI-assisted code review, issue triage, and PR management in GitHub.
Is opik-mcp free or open source?
Yes, opik-mcp is open source on GitHub (Apache-2.0).
Is GitHub MCP Server free or open source?
Yes, GitHub MCP Server is open source on GitHub (MIT).
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