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Available on winget

Install Harbor

Effortlessly run LLM backends, APIs, frontends, and services with one command.

Install with winget
winget install --id IvanCharapanau.Harbor
Upgrade
winget upgrade --id IvanCharapanau.Harbor
Uninstall
winget uninstall --id IvanCharapanau.Harbor

About Harbor

Harbor is a containerized LLM toolkit that allows you to run LLMs and additional services. It consists of a CLI and a companion App that allows you to manage and run AI services with ease.

What's new in 0.4.18

Open Design Local-first design artifact workspace with BYOK model providers, design systems, decks, prototypes, and Harbor backend integrations. harbor up open-design Voicebox Local-first AI voice studio for voice cloning, preset voices, speech generation, dictation, transcription, and agent speech. harbor up voicebox Misc - harbor how now uses mi instead of cmdh. - Open Design includes Ollama, llama.cpp, and vLLM integration presets. - Voicebox includes NVIDIA, CDI, and ROCm overlays with Harbor-managed data, generations, and Hugging Face model cache directories. Full Changelog: https://github.com/av/harbor/compare/v0.4.17...v0.4.18

Read release notes

Version history

Version Updated Notes
0.4.18 Unknown Open Design Local-first design artifact workspace with BYOK model providers, design systems, decks, prototypes, and Harbor backend integrations. harbor up open-design Voicebox Local-first AI voice studio for voice clonin...
0.4.17 Unknown Needle Needle adds a Harbor-built OpenAI-compatible tool-calling backend for Cactus Compute's small function-calling model. harbor up needle npcsh npcsh adds an agentic shell/API service with local backend integrations a...
0.4.16 Unknown ML Intern Hugging Face ML engineering agent for researching papers, inspecting Hugging Face resources, training models, and shipping ML-related code with local or cloud LLM backends. harbor up ml-intern ollama --open fac...
0.4.15 Unknown Lemonade AMD Lemonade inference server for ROCm GPUs. harbor up lemonade Tokscale Token-level autoscaling proxy for LLM backends. harbor up tokscale Misc - TabbyAPI switched to official image with updated default model a...
0.4.14 Unknown Bifrost Fast OpenAI-compatible AI gateway with provider routing, failover, observability, and Harbor backend bootstrapping. harbor up bifrost SurfSense Private NotebookLM-style research workspace with RAG, citations, bro...
0.4.13 Unknown Unsloth Studio No-code fine-tuning UI for the Unsloth library, with a zero-click API key bootstrap that registers Studio as an OpenAI-compatible backend across other Harbor services. harbor up unsloth-studio Cross-integr...
0.4.12 Unknown Beszel Lightweight server monitoring with Docker stats, pre-provisioned to track the Harbor host on first run. harbor up beszel DBHub Universal database gateway exposed as MCP, pre-connected to Open WebUI via native MCP...
0.4.10 Unknown Misc - Fixed SearXNG settings.yml not enabling JSON format, causing WebUI web search to return 403. - Fixed SearXNG workspace pointing away from the service template directory. - Fixed seed-cdi script incorrectly process...
0.4.9 Unknown Misc - New Boost module analogical: generates analogies to ground LLM responses. - New Boost module deaf: humorously misinterprets user queries and responds to the warped version. - Open WebUI now defaults to native func...
0.4.8 Unknown Solo CLI Local-first AI agent for automating tasks and deploying Physical AI on edge devices, with support for Ollama, vLLM, and llama.cpp backends. harbor build solo harbor up solo ROS MCP Server MCP bridge that lets LL...
0.4.7 Unknown Hermes Agent Autonomous AI agent by Nous Research with persistent memory, extensible skills, multi-platform gateway, and OpenAI-compatible API. harbor up hermes Misc - llamacpp can now be built from source with harbor ll...
0.4.6 Unknown SillyTavern Feature-rich, locally-installed web UI for interacting with LLMs with support for multiple backends, personas, lorebooks, and extensions. harbor up sillytavern Misc - Fixed llama.cpp cache location in a conta...
0.4.5 Unknown Harbor App Updates This release introduces multiple QoL improvements in the Harbor desktop app. - You can pin favorite services, service cards are cleaner - UI for harbor models - download llama.cpp, HuggingFace and Olla...
0.4.4 Unknown Open Terminal Lightweight remote shell and file-management API for AI agents — works with Open WebUI out of the box. harbor up openterminal harbor models You can now manage your llama.cpp, HuggingFace and Ollama models i...
0.4.1 Unknown Misc - Fixing incorrect CLI versioning Full Changelog: https://github.com/av/harbor/compare/v0.4.0...v0.4.1
0.3.41 Unknown Misc - Renamed Moltbot to OpenClaw across compose files, docs, and assets. Full Changelog: https://github.com/av/harbor/compare/v0.3.40...v0.3.41
0.3.40 Unknown Misc - Rename Clawdbot to Moltbot (handle changed to moltbot). Full Changelog: https://github.com/av/harbor/compare/v0.3.39...v0.3.40
0.3.39 Unknown Clawdbot Personal AI assistant that connects to your chat channels through a self-hosted gateway. harbor up clawdbot Misc - Added support for llamacpp model pulls via harbor pull <model>, where <model> is same model ID a...
0.3.38 Unknown OpenCode AI-powered coding assistant with server API, terminal UI, and multi-provider LLM support. harbor up opencode Misc - TypeScript-based compose transforms for dynamic configuration - Update PostgreSQL data volume p...
0.3.37 Unknown Misc - Added logprobs workflow module for Harbor Boost with interactive HTML visualization. - Updated CLI Reference documentation to reflect harbor.sh commands. - Fixed ask harbor link in textclip badges. - landing servi...