Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Vibe Design meets Figma. Let AI agents design directly in Figma.
| Date | Stars |
|---|---|
| 2026-07-31 | 621 |
| 2026-08-06 | 622 |
Today
+1 stars today
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growth rate 0.00%/day
> **[简体中文](https://github.com/ufira-ai/vibma/blob/main/README.zh-CN.md)** <div align="center"> <img src="https://raw.githubusercontent.com/ufira-ai/vibma/main/logo.svg" alt="Vibma" width="120" /> # Vibma **Vibe Design meets Figma.** https://github.com/user-attachments/assets/bf38e37d-57bb-40b3-a2d1-f89216117c11 </div> > **Project Status:** Vibma is no longer under active development. Figma has > launched native MCP capabilities through > **[Figma for Agents](https://www.figma.com/blog/the-figma-canvas-is-now-open-to-agents/)**, > and the Vibma plugin was not accepted to the Figma marketplace due to > "overlap" with this first-party offering. > > **Vibma is not an official Figma tool.** For production use, we recommend > Figma's native MCP integration and encourage you to follow > [Figma's official updates](https://www.figma.com/blog/) for the latest > agent capabilities. > > The source code remains available under MIT for learning and reference. > We recommend reading [Figma's Terms of Service](https://www.figma.com/tos/) > before using Vibma to ensure compliance with their platform policies. Vibma helps AI agents produce structurally sound Figma files — proper auto-layout, design tokens, component architecture, and reusable design-system patterns. --- ## Model Recommendations Vibma works with any MCP-capable LLM, but model quality matters. | Tier | OpenAI | Claude | Gemini | Open Source | |------|--------|--------|--------|-------------| | **Baseline** | GPT 5.2 Medium | Claude Sonnet 4.6 | Gemini 2.5 Flash | Kimi K2.5 | | **Recommended** | GPT 5.4 | Claude Opus 4.6 | Gemini 3.1 Pro | Kimi K2.6 | - **GPT 5.4** — best overall balance of tool competence and design taste. - **Claude Opus 4.6** — strongest tool use, but final designs can feel formulaic. - **Gemini 3.1 Pro** — solid middle ground; GPT 5.4 currently edges it on both axes. - **Kimi K2.6** — performs well in following harness instructions, probably the cheapeast model that delivers a good experience overall. ## Setup | | Guide | For | |---|---|---| | 📦 | [**DRAGME.md**](https://github.com/ufira-ai/vibma/blob/main/DRAGME.md) | Clone the repo, build from source | | ☁️ | [**CARRYME.md**](https://github.com/ufira-ai/vibma/blob/main/CARRYME.md) | Install from npm, zero cloning | | 📖 | [**Docs**](https://ufira-ai.github.io/Vibma/) | Tool reference — parameters, response schemas, examples | Or paste this to your AI agent: ``` 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 ``` ## Optional: Library & Image Tools All core tools work without API keys. Two optional integrations add library discovery and stock photos: | Env var | Enables | How to get it | |---------|---------|---------------| | `FIGMA_API_TOKEN` | **Library** — discover published team library components and styles | [Figma Settings > Security > Personal access tokens](https://www.figma.com/developers/api#access-tokens) | | `FIGMA_TEAM_ID` | Default team for library discovery | The number in `figma.com/files/team/<ID>/...` | | `PEXELS_API_KEY` | **Images** — search and place stock photos | [pexels.com/api/key](https://www.pexels.com/api/key/) (free) | The Figma PAT requires two scopes: **File content (Read)** and **Team library content (Read)**. See the setup guides for step-by-step instructions with screenshots. ## Community [](https://discord.gg/4XTedZdwV6) [GitHub Issues](https://github.com/ufira-ai/vibma/issues) — bugs and feature requests Vibma is the first open-source project from **[ufira](https://github.com/ufira-ai)** — a platform bridging creators and technology. ## Acknowledgments Built on [cursor-talk-to-figma-mcp](https://github.com/grab/cursor-talk-to-figma-mcp) by [sonnylazuardi](https://github.com/sonnylazuardi). Icon search and insertio
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Sonny Lazuardi · @grab · Singapore
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JooHyung Park · Grab · Singapore
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Sergio Álvarez Leiva
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:8cdeeba73b65b0fc, desc:ai agents