opik-mcp
★ 206
vs
conductor
★ 31.9k
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 an open-source, scalable microservices orchestration engine originally built at Netflix. It empowers developers to define and manage resilient, distributed, and asynchronous workflows across various services and systems.
01
TL;DR
Choose opik-mcp if…Query Opik projects and retrieve trace details from chat
Choose conductor if…Orchestrating complex microservice interactions
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
conductor01Workflow as code with JSON definition
02Rich task types (HTTP, JSON, Lambda, Sub Workflow, Event)
03Dynamic workflow management independent of services
04Built-in UI for monitoring and management
05Flexible persistence and queue options (Redis, MySQL, Postgres)
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↳Orchestrating complex microservice interactions
↳Automating event-driven business processes
↳Building resilient and observable distributed systems
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 31.9k 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 Orchestrating complex microservice interactions.
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 (THE).
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