Osmantic/ODS
ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
1 release in the last 90 days, the latest 39 days ago, with 70 contributors on GitHub.
Use Cases & Benefits
- Turns your PC, Mac, or Linux machine into a private AI server with a full local AI stack including chat, voice, agents, workflows, and image generation.
- Provides a one-command installer that auto-detects hardware, selects optimal models, and pre-wires a complete AI service stack for seamless local deployment.
- Use for setting up a private, self-hosted AI server to run large language models and AI workflows without cloud dependencies or subscriptions.
- Use for building autonomous AI agents and workflow automations integrating 400+ services with local voice input/output and RAG-enabled search.
- Use for developers needing a modular, extensible AI platform with GPU support across NVIDIA, AMD, Apple Silicon, and Intel Arc for custom AI service deployments.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Contributing guide: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Turn your PC, Mac, or Linux box into a private AI server.
AI server and homelab setup is rapidly becoming a solved problem. It should feel that way for everyone.
ODS installs and wires together everything you need to run AI locally, so you do not have to assemble Ollama, Open WebUI, n8n, ComfyUI, and privacy tools by hand:
No cloud required. No subscriptions required. Your prompts and data stay on your machine unless you choose otherwise. Cloud and hybrid API modes are optional when you want them.
Release validation: Operational changes are checked with a release-grade fleet and distro lab: zero-prereq bootstrap, fresh installs, product flows, full-model capabilities, lifecycle recovery, and the final User Green gate. See Release Validation for what a green run proves.
Repo layout: the repository root holds the public README, installers, security policy, GitHub workflows, and project coordination docs. The
ods/directory is the product runtime: services, installer phases, compose overlays, dashboard, CLI, tests, and operator docs.Stable consumption:
v2.5.3is the current stable release.mainmoves quickly; use it for active development and validation candidates. For forks, appliances, labs, or production-like installs, pin a tagged release or audited commit and keep your own validation receipt. Stable patch fixes land onrelease/2.5.xbefore being merged forward. See Release Channels, Installer Trust, and Forkability.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+3,684 stars over 86 days across 13 snapshot days; best day +455 on Sep 1.
Forks
1.1K+498
Open issues
759+148
Compared with peers in AI Agents
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| morluto/rea | 450.0K | +22.9K | 75 | 16 days ago |
| vercel-labs/agent-desktop | 21.4K | +8.7K | 75 | 5 days ago |
| milind-soni/OpenMausBot | 20.6K | +8.4K | 75 | today |
| stablyai/orca | 121.4K | +6.7K | 75 | today |
| thedotmack/claude-mem | 115.8K | +4.7K | 75 | today |
| Osmantic/ODS | 7.7K | — | 58 | 39 days ago |
| Category median | 115.8K | +8.4K | 75 | — |
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