harbor: Stop configuring your AI stack

by av · MCP Server · ★ 3.3k

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

Security audit verdict: SAFE · quality 61/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

aiautomationbashclicontainerdockerdocker-composehomelabllmlocal

Quick Facts

Stars3,258
Forks233
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score61/100
Open Issues3
Last Updated2026-10-31
Created2024-07-27
Platformscli, docker, mcp, python
Est. Tokens~20k

About harbor

https://github.com/user-attachments/assets/e4897391-c5a8-4391-93c3-9f8b76155f11...

harbor alternative? Top 6 similar tools

Looking for a harbor alternative? If you're comparing harbor 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.

  • bytebot by bytebot-ai · ⭐ 11.1k

    Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, ope

  • mcpm.sh by pathintegral-institute · ⭐ 1.0k

    CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced

  • cursor-talk-to-figma-mcp by grab · ⭐ 7.1k

    TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to c

  • AI-Infra-Guard by Tencent · ⭐ 6.4k

    A full-stack AI Red Teaming platform securing AI ecosystems via OpenClaw Security Scan, Agent Scan, Skills Sca

  • emdash by generalaction · ⭐ 6.2k

    Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding agents in parallel.

  • aci by aipotheosis-labs · ⭐ 4.9k

    ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI ag

More MCP Server Tools

Explore other popular mcp server tools:

View all MCP Server tools →

Popular Python Agent Tools

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. 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