head to head · open source
Vibe-Skills vs unifi-mcp
Vibe-Skills has 3,367 GitHub stars, 291 forks, 42 open issues and last shipped 20 days ago. unifi-mcp has 831 stars, 113 forks, 22 open issues and last shipped yesterday. Vibe-Skills leads on adoption by 305% (3,367 vs 831 stars). Vibe-Skills is written in Python under Apache-2.0; unifi-mcp is written in Python under MIT. Vibe-Skills has attracted 9% as many forks as stars, unifi-mcp 14%. unifi-mcp was the more recently maintained of the two, and both are self-hostable with no licence fee.
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
| Vibe-Skills | unifi-mcp | |
|---|---|---|
| GitHub stars | ★ 3.4K | ★ 831 |
| License | Apache-2.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-08-31 | 2026-09-19 |
| Forks | ⑂ 291 | ⑂ 113 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Vibe-Skills if
- You weight community size — 3.4K 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 unifi-mcp if
- You want the unifi-mcp feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and unifi-mcp fits your workflow better
About Vibe-Skills
Vibe Skills is a Python, Apache 2.0 project for intelligent skill routing and workflow orchestration for AI agents. It is positioned in the agentic coding and developer tools ecosystem, with topics that include agent framework, agent skills, ai agents, claude code, codex, and context engineering.
read the full Vibe-Skills overview →
About unifi-mcp
UniFi MCP is a collection of Model Context Protocol servers, written in Python and released under the MIT licence, that lets AI assistants and agentic automation tools query and manage Ubiquiti UniFi Network, Protect, and Access controllers.
read the full unifi-mcp overview →
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Frequently asked questions
Is Vibe-Skills or unifi-mcp more popular?
Vibe-Skills has 3,367 GitHub stars and unifi-mcp has 831. Vibe-Skills has the larger community by that measure.
Are Vibe-Skills and unifi-mcp free?
Both are open source. Vibe-Skills is licensed under Apache-2.0 and unifi-mcp under MIT. Neither carries a licence fee.
What is the difference between Vibe-Skills and unifi-mcp?
Vibe-Skills is written in Python and unifi-mcp in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, Vibe-Skills or unifi-mcp?
Choose Vibe-Skills if you want the larger community (3,367 stars) or its Apache-2.0 licence terms. Choose unifi-mcp if its feature set, stack or MIT licence fits better. Both are self-hostable.