RRepoGEO

REPOGEO REPORT · LITE

arinspunk/claude-talk-to-figma-mcp

Default branch main · commit c7adf243 · scanned 6/15/2026, 5:41:57 AM

GitHub: 618 stars · 115 forks

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface arinspunk/claude-talk-to-figma-mcp, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Elevate the 'free Figma accounts' differentiator to the README's first paragraph

    Why:

    CURRENT
    Enable your AI agents to read, analyze, and modify Figma designs.
    COPY-PASTE FIX
    Enable your AI agents to read, analyze, and modify Figma designs, **even with a free Figma account.** This Model Context Protocol (MCP) provides a powerful bridge for tools like Claude Desktop, Claude Code, and Cursor to interact directly with your Figma files.
  • hightopics#2
    Add broader category topics to improve AI categorization

    Why:

    CURRENT
    antigravity, claude, claude-ai, claude-code, cursor, figma, githubcopilot, mcp, mcp-server, windsurf-ai
    COPY-PASTE FIX
    antigravity, claude, claude-ai, claude-code, cursor, figma, githubcopilot, mcp, mcp-server, windsurf-ai, ai-agents, design-automation, figma-integration, design-to-code, ui-design-automation
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/arinspunk/claude-talk-to-figma-mcp

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface arinspunk/claude-talk-to-figma-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Figma API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Figma API · recommended 1×
  2. Storybook API · recommended 1×
  3. Sketch · recommended 1×
  4. sketch-js · recommended 1×
  5. sketch-file-format · recommended 1×
  • CATEGORY QUERY
    What tools allow AI agents to read, analyze, and modify UI design files?
    you: not recommended
    AI recommended (in order):
    1. Figma API
    2. Storybook API
    3. Sketch
    4. sketch-js
    5. sketch-file-format
    6. Adobe XD
    7. Puppeteer
    8. Selenium
    9. Style Dictionary
    10. Specify
    11. OpenCV
    12. TensorFlow
    13. PyTorch

    AI recommended 13 alternatives but never named arinspunk/claude-talk-to-figma-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to generate production-ready code from design mockups using AI, even with free accounts?
    you: not recommended
    AI recommended (in order):
    1. Locofy.ai
    2. Anima
    3. DhiWise
    4. Builder.io
    5. GitHub Copilot
    6. Google Gemini Code Assistant
    7. Amazon CodeWhisperer
    8. ChatGPT
    9. Claude
    10. Google Gemini

    AI recommended 10 alternatives but never named arinspunk/claude-talk-to-figma-mcp. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of arinspunk/claude-talk-to-figma-mcp?
    pass
    AI did not name arinspunk/claude-talk-to-figma-mcp — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts arinspunk/claude-talk-to-figma-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named arinspunk/claude-talk-to-figma-mcp explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo arinspunk/claude-talk-to-figma-mcp solve, and who is the primary audience?
    pass
    AI did not name arinspunk/claude-talk-to-figma-mcp — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite