head to head · open source
ODS vs MDMA
ODS has 7,753 GitHub stars, 1,102 forks, 2,618 open issues and last shipped yesterday. MDMA has 73 stars, 2 forks, 0 open issues and last shipped 13 days ago. ODS leads on adoption by 10,521% (7,753 vs 73 stars). ODS is written in Python under Apache-2.0; MDMA is written in TypeScript under MIT. ODS has attracted 14% as many forks as stars, MDMA 3%. ODS was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (ai-agents, llm), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| ODS | MDMA | |
|---|---|---|
| GitHub stars | ★ 7.8K | ★ 73 |
| License | Apache-2.0 | MIT |
| Written in | Python | TypeScript |
| Last push | 2026-11-04 | 2026-10-23 |
| Forks | ⑂ 1.1K | ⑂ 2 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick ODS if
- You weight community size — 7.8K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick MDMA if
- You want the MDMA feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches TypeScript
- You evaluated both and MDMA fits your workflow better
About ODS
ODS Osmantic Deployment System 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: Local model inference — run open models on your own hardware ChatGPT style web UI — talk to your models from any browser Control dashboard — manage models, services, setup, GPU status, and extensions from one place Voice, agents, and workflows — build automations…
About MDMA
MDMA Markdown Document with Mounted Applications Interactive documents from Markdown. Built for next gen apps 🌐 Website · 🚀 Live Demo · 📖 Docs · 💬 Discord · 🤗 Model Why MDMA? AI conversations today are plain text — the user reads a response and manually acts on it. MDMA changes that. When an LLM knows the MDMA spec, it can respond with interactive components (forms, tables, approval gates) instead of just text. The conversation becomes actionable: the user fills out a form, approves a step, or reviews structured data — all inline, with a predictable schema that your app already knows how to render and…
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Frequently asked questions
Is ODS or MDMA more popular?
ODS has 7,753 GitHub stars and MDMA has 73. ODS has the larger community by that measure.
Are ODS and MDMA free?
Both are open source. ODS is licensed under Apache-2.0 and MDMA under MIT. Neither carries a licence fee.
What is the difference between ODS and MDMA?
ODS is written in Python and MDMA in TypeScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, ODS or MDMA?
Choose ODS if you want the larger community (7,753 stars) or its Apache-2.0 licence terms. Choose MDMA if its feature set, stack or MIT licence fits better. Both are self-hostable.