Design-system-forward Figma MCP with harness engineering guardrails and model-specific benchmarks. 10 contributors, very active development, but near-zero independent validation.
48/100
Trust
426
Stars
2
Evidence
9.2 MB
Repo size
Videos
Reviews, tutorials, and comparisons from the community.
GitHub Trending Weekly #26: OpenReview, SSD, claude-devtools, webreel, OpenSEO , WebHaptics, parsync
Repo health
17h ago
Last push
13
Open issues
28
Forks
11
Contributors
Editorial verdict
Emerging. Only tool publishing model-specific design quality benchmarks. Harness engineering angle is genuinely differentiated, but HN Show got only 2 points and no independent reviews found.
Source
GitHub: ufira-ai/Vibma
Public evidence
Watch-status: 12-day-old project with fast initial star growth but zero independent reviews, blog posts, or social media coverage yet. No Reddit, Twitter, or YouTube presence found.
Show HN launch of Vibma. Very early-stage with minimal community discussion. Confirms watch status.
How does this compare?
See side-by-side metrics against other skills in the same category.
Where it wins
Only tool publishing model-specific design quality benchmarks for Figma MCP
Harness engineering steers agents toward Figma design best practices
10 contributors and multiple daily commits — very active development
Where to be skeptical
HN Show got only 2 points / 2 comments — community hasn't noticed
No independent comparisons, reviews, or practitioner testimonials found
Built on top of cursor-talk-to-figma-mcp — derivative, not foundational
Ranking in categories
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Raw GitHub source
Constrained peek so you can sanity-check the source material without leaving the site.
<div align="center"> <img src="https://raw.githubusercontent.com/ufira-ai/Vibma/main/logo.svg" alt="Vibma" width="120" />简体中文
Vibe Design meets Figma.
https://github.com/user-attachments/assets/bf38e37d-57bb-40b3-a2d1-f89216117c11
</div>Let AI agents design directly in Figma — read layouts, create components, modify styles, and build entire design systems through conversation.
Vibma works with any LLM that supports MCP. Based on our benchmark:
Two paths:
| Guide | For | |
|---|---|---|
| 📦 | DRAGME.md | Clone the repo, build from source, full control |
| ☁️ | CARRYME.md | Install from npm, zero cloning |
| 📖 | Docs | Tool reference with parameters, response schemas, and examples |
Or just paste this to your AI agent and let it figure it out:
Set up Vibma so I can vibe-design in Figma.
Follow the instructions at https://raw.githubusercontent.com/ufira-ai/vibma/refs/heads/main/CARRYME.md
GitHub Issues — bugs and feature requests
Vibma is the first open-source project from ufira — a platform bridging creators and technology. We believe everyone who wants to create should have access to AI-powered tools, not just developers.
Built on the foundation of cursor-talk-to-figma-mcp by sonnylazuardi.
MIT