opik-mcp
★ 206
vs
conductor
★ 12.8k
opik-mcp vs conductor
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.; conductor: Conductor is a Netflix-developed platform designed to orchestrate complex workflows across microservices, supporting creation via JSON and code. However, Netflix discontinued its official OSS maintenance on December 13, 2023, while encouraging community forks and continued development.
01
TL;DR
Choose opik-mcp if…Query Opik projects and retrieve trace details from chat
Choose conductor if…Coordinating complex business processes involving multiple microservices.
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
conductor01Orchestrates workflows across microservices.
02Supports workflow creation using JSON and SDKs (multiple languages).
03Provides various persistence and indexing options (e.g., Redis, Cassandra, Elasticsearch).
04Offers a Node.js-based UI for management.
05Includes system tasks for HTTP requests and JSON evaluation (jq).
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
conductor↳Coordinating complex business processes involving multiple microservices.
↳Building resilient and scalable distributed systems.
↳Automating long-running, multi-step tasks.
05
Best For
opik-mcpTrendingObservabilityPrompt Engineering
conductorMost PopularTrendingEssential
FAQ
FAQ
What is the difference between opik-mcp and conductor?
Both opik-mcp and conductor are in the Observability category. opik-mcp has 206 stars, while conductor has 12.8k stars.
Which is better, opik-mcp or conductor?
The best choice depends on your use case. Choose opik-mcp if Query Opik projects and retrieve trace details from chat, and conductor if Coordinating complex business processes involving multiple microservices..
Is opik-mcp free or open source?
Yes, opik-mcp is open source on GitHub (Apache-2.0).
Is conductor free or open source?
Yes, conductor is open source on GitHub (Apache-2.0).
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