AgentIndex icon
AgentIndex
opik-mcp logo
opik-mcp
★ 225
vs
holmesgpt logo
holmesgpt
★ 3.7k

opik-mcp vs holmesgpt

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.; holmesgpt: HolmesGPT is an AI agent designed for cloud troubleshooting and alert investigation. It connects AI models with live observability data and organizational knowledge to find root causes and suggest remediations.

01

TL;DR

opik-mcp logo
opik-mcpObservability · ★ 225

Query Opik projects and retrieve trace details from chat

Read opik-mcp full review →
holmesgpt logo
holmesgptObservability · ★ 3.7k

Automated cloud troubleshooting and root cause analysis for operational issues.

Read holmesgpt full review →
02

Side-by-Side Comparison

Field
opik-mcp logoopik-mcp
holmesgpt logoholmesgpt
Category
Observability
Observability
Stars
★ 225
★ 3.7k
License
Apache-2.0
Apache-2.0
Install Command
uvx opik-mcp
git clone https://github.com/HolmesGPT/holmesgpt.git
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
generative-ai, mcp-server, mcp-servers
AI Agent, Cloud Troubleshooting, Observability
03

Features

opik-mcp logoopik-mcp
01Supports 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
holmesgpt logoholmesgpt
01Investigates cloud problems, finds root causes, and suggests remediations
02Dozens of built-in integrations for cloud providers, observability tools, and on-call systems
03Utilizes an agentic loop to analyze data from multiple sources
04Supports custom data sources and runbooks for tailored investigations
05Provides end-to-end automation for alert investigation and analysis reporting
04

Use Cases

opik-mcp logoopik-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
holmesgpt logoholmesgpt
↳Automated cloud troubleshooting and root cause analysis for operational issues.
↳Proactive investigation of alerts from various monitoring and on-call systems (e.g., Prometheus, PagerDuty).
↳Leveraging internal documentation and knowledge bases for incident resolution and remediation.
05

Best For

opik-mcp logoopik-mcp
—
holmesgpt logoholmesgpt
Trending
FAQ

FAQ

What is the difference between opik-mcp and holmesgpt?
Both opik-mcp and holmesgpt are in the Observability category. opik-mcp has 225 stars, while holmesgpt has 3.7k stars.
Which is better, opik-mcp or holmesgpt?
The best choice depends on your use case. Choose opik-mcp if Query Opik projects and retrieve trace details from chat, and holmesgpt if Automated cloud troubleshooting and root cause analysis for operational issues..
Is opik-mcp free or open source?
Yes, opik-mcp is open source on GitHub (Apache-2.0).
Is holmesgpt free or open source?
Yes, holmesgpt is open source on GitHub (Apache-2.0).
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