AgentIndex icon
AgentIndex
opik-mcp logo
opik-mcp
★ 225
vs
signoz-mcp-server logo
signoz-mcp-server
★ 127

opik-mcp vs signoz-mcp-server

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.; signoz-mcp-server: SigNoz MCP Server provides a Model Context Protocol (MCP) server that enables AI assistants and LLMs to query SigNoz observability data in natural language. It supports metrics exploration, alert monitoring, dashboard management, log analysis, trace analysis, and service performance analysis. The server integrates seamlessly with MCP-compatible clients like Claude Desktop and Cursor.

01

TL;DR

opik-mcp logo
opik-mcpObservability · ★ 225

Query Opik projects and retrieve trace details from chat

Read opik-mcp full review →
signoz-mcp-server logo
signoz-mcp-serverObservability · ★ 127

Ask AI assistant to show CPU metrics or query p99 latency

Read signoz-mcp-server full review →
02

Side-by-Side Comparison

Field
opik-mcp logoopik-mcp
signoz-mcp-server logosignoz-mcp-server
Category
Observability
Observability
Stars
★ 225
★ 127
License
Apache-2.0
Apache-2.0
Install Command
uvx opik-mcp
git clone https://github.com/SigNoz/signoz-mcp-server.git && cd signoz-mcp-server && make build
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
generative-ai, mcp-server, mcp-servers
mcp-server, mcp-servers, monitoring
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
signoz-mcp-server logosignoz-mcp-server
01List and search metrics with time range and source filters
02Comprehensive alert monitoring with history and details
03Dashboard CRUD operations with full configurations
04Advanced log analysis with aggregation, search, and filtering
05Trace analysis including hierarchy, relationships, and error patterns
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
signoz-mcp-server logosignoz-mcp-server
↳Ask AI assistant to show CPU metrics or query p99 latency
↳Monitor active alerts and investigate alert history
↳Perform log analysis to find errors or aggregate by service
FAQ

FAQ

What is the difference between opik-mcp and signoz-mcp-server?
Both opik-mcp and signoz-mcp-server are in the Observability category. opik-mcp has 225 stars, while signoz-mcp-server has 127 stars.
Which is better, opik-mcp or signoz-mcp-server?
The best choice depends on your use case. Choose opik-mcp if Query Opik projects and retrieve trace details from chat, and signoz-mcp-server if Ask AI assistant to show CPU metrics or query p99 latency.
Is opik-mcp free or open source?
Yes, opik-mcp is open source on GitHub (Apache-2.0).
Is signoz-mcp-server free or open source?
Yes, signoz-mcp-server is open source on GitHub (Apache-2.0).
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Related

Alternatives to opik-mcp →Alternatives to signoz-mcp-server →opik-mcp details →signoz-mcp-server details →