southleft/figma-console-mcp
Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
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.
5 releases in the last 90 days, the latest 7 days ago, with 15 contributors on GitHub.
Peaked at #27 in the weekly ranking the week of Mar 15, its best in the past year.
Use Cases & Benefits
- Connects AI assistants to Figma for design system extraction, creation, debugging, and real-time monitoring via an MCP server.
- Enables full AI-driven design workflows including creating and modifying Figma components and variables with seamless plugin integration.
- Use for AI-assisted UI design creation and iteration directly inside Figma using natural language commands.
- Use for extracting and managing design tokens, styles, and components to maintain consistent design systems programmatically.
- Use for debugging Figma plugins with real-time console logs, error tracking, and visual screenshot capture for context.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Your design system as an API. Model Context Protocol server that bridges design and development—giving AI assistants complete access to Figma for extraction, creation, and debugging.
🆕 v1.11.1 — Doc Generator Fixes: Cleaner
figma_generate_component_docoutput—proper markdown tables, filtered property metadata, Storybook links. See changelog →
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
286+51
Open issues
9-43
Compared with peers in AI
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| D4Vinci/Scrapling | 98.1K | +6.9K | 65 | 1 day ago |
| Leonxlnx/taste-skill | 110.7K | +5.2K | 55 | 1 day ago |
| calesthio/OpenMontage | 77.2K | +4.2K | 40 | — |
| heygen-com/hyperframes | 79.6K | +4.1K | 45 | today |
| southleft/figma-console-mcp | 3.1K | — | 42 | 7 days ago |
| Category median | 98.1K | +5.2K | 45 | — |
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