signoz — security grade SAFE, quality 58/100

Security audit verdict: SAFE · quality 58/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by SigNoz · MCP Server · ★ 32.2k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is signoz safe to install? View the security audit →

About signoz

中文 · Deutsch · Português <img alt="Tweet" src="https://img.s

apmapplication-monitoringdistributed-tracinggogood-first-issuejaegerloglogsmetricsmonitoring

Quick Facts

Stars32,172
Forks2,501
LanguageTypeScript
CategoryMCP Server
Quality Score57.5128509474547/100
Open Issues1578
Last Updated2026-09-23
Created2021-01-03
Platformsmcp, node
Est. Tokens~16k

Compatible Skills

These tools work well together with signoz for enhanced workflows:

  • lmnr — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (59%)
  • opsrobot — semantic(0.39)+complementary+rare_topics+shared_platform (57%)
  • langtrace — semantic(0.31)+complementary+rare_topics+same_lang+shared_platform (55%)

signoz alternative? Top 6 similar tools

Looking for a signoz alternative? If you're comparing signoz with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • CopilotKit by CopilotKit · ⭐ 37.5k

    The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI P

  • ToolJet by ToolJet · ⭐ 41.0k

    Open-source foundation of ToolJet AI - the enterprise app generation platform for internal tools, dashboards,

  • sim by simstudioai · ⭐ 29.7k

    Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ bui

  • mastra by mastra-ai · ⭐ 28.3k

    Mastra is the modern TypeScript framework for AI-powered applications and agents.

  • ai by vercel · ⭐ 26.9k

    The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for buil

  • dyad by dyad-sh · ⭐ 21.6k

    Local, open-source AI app builder for power users ✨ v0 / Lovable / Replit / Bolt alternative 🌟 Star if you li

More MCP Server Tools

Explore other popular mcp server tools:

View all MCP Server tools →

Popular TypeScript Agent Tools

Frequently Asked Questions

What is signoz?

signoz is SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log mana. It is categorized as a MCP Server with 32.2k GitHub stars.

What programming language is signoz written in?

signoz is primarily written in TypeScript. It covers topics such as apm, application-monitoring, distributed-tracing.

How do I install or use signoz?

You can find installation instructions and usage details in the signoz GitHub repository at github.com/SigNoz/signoz. The project has 32.2k stars and 2501 forks, indicating an active community.

What are the best alternatives to signoz?

The top alternatives to signoz on Agent Skills Hub include CopilotKit, ToolJet, sim. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse MCP Server tools