Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.
Harbor is a CLI tool and companion app that manages self-hosted LLM infrastructure through Docker Compose, letting users spin up pre-configured stacks of AI services with short commands like `harbor up`. It orchestrates backends such as Ollama, llama.cpp, and vLLM alongside frontends like Open WebUI, and supporting services including SearXNG for web search and Speaches for text-to-speech and speech-to-text. The project connects to Claude through an MCP server integration, meaning Claude Desktop and Claude Code can interact directly with locally running models and tools managed by Harbor. With hundreds of services available across dozens of Docker Compose files, the project targets homelab enthusiasts, self-hosting practitioners, and developers who want to run and compare local LLMs without manually wiring together each component. A notable detail is that a single `harbor up searxng speaches` command adds web retrieval-augmented generation and audio capabilities to an already-running Open WebUI instance.
- ✓Open-source license (Apache-2.0)
- ✓Actively maintained (<30d)
- ✓Healthy fork ratio
- ✓Clear description
- ✓Topics declared
- ✓Mature repo (>1y old)
claude mcp add harbor -- uvx harbor{
"mcpServers": {
"harbor": {
"command": "uvx",
"args": ["harbor"]
}
}
}MCP Servers overview
What people ask about harbor
What is av/harbor?
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av/harbor is mcp servers for the Claude AI ecosystem. Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore. It has 3.1k GitHub stars and was last updated 3d ago.
How do I install harbor?
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You can install harbor by cloning the repository (https://github.com/av/harbor) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is av/harbor safe to use?
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Our security agent has analyzed av/harbor and assigned a Trust Score of 100/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.
Who maintains av/harbor?
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av/harbor is maintained by av. The last recorded GitHub activity is from 3d ago, with 54 open issues.
Are there alternatives to harbor?
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Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.
Deploy harbor to your cloud
Ship this repo to production in minutes. Each platform spins up its own environment with editable env vars.
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[](https://claudewave.com/repo/av-harbor)<a href="https://claudewave.com/repo/av-harbor"><img src="https://claudewave.com/api/badge/av-harbor" alt="Featured on ClaudeWave: av/harbor" width="320" height="64" /></a>More MCP Servers
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