opik-mcp
★ 206
vs
fast-agent
★ 3.8k
opik-mcp vs fast-agent
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.; fast-agent: fast-agent is a CLI-first framework for building and interacting with sophisticated multimodal AI agents and workflows. It offers comprehensive support for various LLM providers, structured outputs, and vision, with unique features like MCP Feature support and live streaming responses to the terminal.
01
TL;DR
Choose opik-mcp if…Query Opik projects and retrieve trace details from chat
Choose fast-agent if…Rapid development and testing of sophisticated multimodal AI agents and workflows.
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
fast-agent01Sophisticated multimodal Agent and Workflow creation.
02Comprehensive LLM provider support (e.g., Anthropic, OpenAI, Google, Ollama).
03Structured outputs, PDF, and Vision support.
04CLI-first with interactive terminal UI (TUI-style) and live streaming responses.
05Advanced agentic workflows like Chain, Parallel, MAKER, and Agents As Tools.
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
fast-agent↳Rapid development and testing of sophisticated multimodal AI agents and workflows.
↳Diagnosing and tuning agent applications, including those requiring human input.
↳Implementing advanced agentic patterns for error reduction or complex task decomposition.
05
Best For
opik-mcpTrendingObservabilityPrompt Engineering
fast-agentTrendingMulti-AgentDev Tooling
FAQ
FAQ
What is the difference between opik-mcp and fast-agent?
Both opik-mcp and fast-agent are in the Observability category. opik-mcp has 206 stars, while fast-agent has 3.8k stars.
Which is better, opik-mcp or fast-agent?
The best choice depends on your use case. Choose opik-mcp if Query Opik projects and retrieve trace details from chat, and fast-agent if Rapid development and testing of sophisticated multimodal AI agents and workflows..
Is opik-mcp free or open source?
Yes, opik-mcp is open source on GitHub (Apache-2.0).
Is fast-agent free or open source?
Yes, fast-agent is open source on GitHub (Apache-2.0).
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