opik-mcp
★ 206
vs
OpenMetadata
★ 14.1k
opik-mcp vs OpenMetadata
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.; OpenMetadata: OpenMetadata is a unified metadata platform for data discovery, observability, and governance, powered by a central repository and column-level lineage. It's a fast-growing open-source project that enables end-to-end metadata management across diverse data services.
01
TL;DR
Choose opik-mcp if…Query Opik projects and retrieve trace details from chat
Choose OpenMetadata if…Centralized data discovery and exploration
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
OpenMetadata01Data Discovery
02Data Collaboration
03Data Quality and Profiler
04Data Governance
05Data Insights and KPIs
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
OpenMetadata↳Centralized data discovery and exploration
↳Ensuring data quality and governance compliance
↳Collaborative data management and insights
05
Best For
opik-mcpTrendingObservabilityPrompt Engineering
OpenMetadataTrendingEssential
FAQ
FAQ
What is the difference between opik-mcp and OpenMetadata?
Both opik-mcp and OpenMetadata are in the Observability category. opik-mcp has 206 stars, while OpenMetadata has 14.1k stars.
Which is better, opik-mcp or OpenMetadata?
The best choice depends on your use case. Choose opik-mcp if Query Opik projects and retrieve trace details from chat, and OpenMetadata if Centralized data discovery and exploration.
Is opik-mcp free or open source?
Yes, opik-mcp is open source on GitHub (Apache-2.0).
Is OpenMetadata free or open source?
Yes, OpenMetadata is open source on GitHub (Apache-2.0).
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