av/harbor — Stop configuring your AI stack.

Description and use

av/harbor is an open‑source tool that instantly spins up a fully pre‑wired LLM stack, bundling hundreds of AI‑related services into a single, ready‑to‑use environment. With just one command, developers can bypass complex configuration and start experimenting with language models, backend integrations, and DevOps workflows right away. It’s designed for AI/ML, backend, and developer tooling projects that need a fast, reproducible setup.

Problem

av/harbor helps connect AI assistants to real tools and data through a standard protocol.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.

Source