Ross ROSS = Recommend OSS · open-source software intelligence for agents

av/harbor

Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore. observed · 2026-08-28

github.com/av/harbor · homepage · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

85/100

  • Activity 98
  • Release rhythm 86
  • Longevity 54
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 2
  • age_days: 767
  • days_rel: 17
  • days_push: 17
  • n_releases_24m: 116

Full methodology

Adoption not part of the score

3191 stars · 223 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Harbor is a CLI tool that spins up a complete, pre-wired local LLM stack with a single command, using Docker Compose to orchestrate hundreds of AI services. It removes the manual configuration burden of assembling self-hosted AI tooling.

Use cases

  • spin up a local LLM stack with one command
  • self-host AI services without manual docker-compose configuration
  • explore and try out hundreds of AI tools locally
  • set up an MCP-enabled AI environment in a homelab
  • quickly provision a pre-wired AI development environment
  • run local AI services without configuring each component

When to choose

  • you want a full local AI/LLM stack running quickly without hand-writing compose files
  • you run a homelab or self-hosted setup and want to explore many AI services
  • you want a CLI-driven, reproducible way to launch pre-integrated AI tooling

When to avoid

  • you need fine-grained, production-grade control over every service configuration
  • you only need a single specific AI tool rather than a whole stack
  • you cannot run Docker or lack the hardware for local LLM workloads

Facets

cli-tool · maturity active

cli llm-inference mcp deployment container-orchestration developer-tools self-hosted large-language-models developer-tools self-hosted cli python windows self-hosted docker-compose llm-stack homelab one-command-setup ai-tooling local-ai ai-agents command-line docker linux macos

2 sources

Member repositories

RepositoryRoleHealth v2
av/harbormain85

For agents

markdown · JSON · MCP: product_card(name="av/harbor")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem