RRepoGEO

REPOGEO REPORT · LITE

mihaelamj/cupertino

Default branch main · commit de51483d · scanned 6/1/2026, 7:17:00 AM

GitHub: 806 stars · 33 forks

AI VISIBILITY SCORE
35 /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
3 / 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 mihaelamj/cupertino, 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
    Add a disambiguation statement to the README's opening

    Why:

    CURRENT
    # 🍎📚 Cupertino

**Apple documentation CLI for humans and MCP server for AI agents**
    COPY-PASTE FIX
    # 🍎📚 Cupertino

**Apple documentation CLI for humans and MCP server for AI agents**

*Note: This project is a documentation tool and MCP server, not a UI component library for Flutter or SwiftUI.*
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://www.pulsemcp.com/servers/mihaelamj-cupertino
  • mediumreadme#3
    Explicitly compare Cupertino to existing documentation tools in 'Why Build This?'

    Why:

    CURRENT
    ### Why Build This?
    COPY-PASTE FIX
    ### Why Build This?

Existing tools like Dash and Zeal provide excellent offline documentation, but Cupertino offers a unique combination of a powerful CLI for developers and a Model Context Protocol (MCP) server, specifically tailored for Apple documentation and AI agent integration. This allows for both human-centric local access and seamless integration with AI agents for context-aware development.

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 mihaelamj/cupertino
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Dash
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Dash · recommended 1×
  2. zealdocs/zeal · recommended 1×
  3. Xcode's built-in Documentation Viewer · recommended 1×
  4. devdocs/devdocs · recommended 1×
  5. dotnet/docfx · recommended 1×
  • CATEGORY QUERY
    Tool to download and search Apple documentation on my local machine?
    you: not recommended
    AI recommended (in order):
    1. Dash
    2. Zeal (zealdocs/zeal)
    3. Xcode's built-in Documentation Viewer
    4. DevDocs.io (devdocs/devdocs)
    5. DocFX (dotnet/docfx)

    AI recommended 5 alternatives but never named mihaelamj/cupertino. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a local server to provide Apple documentation context to AI agents.
    you: not recommended
    AI recommended (in order):
    1. DocsGPT (arc53/DocsGPT)
    2. LlamaIndex (run-llama/llama_index)
    3. Ollama (ollama/ollama)
    4. LM Studio
    5. Haystack (deepset-ai/haystack)
    6. LangChain (langchain-ai/langchain)
    7. ChromaDB (chroma-core/chroma)
    8. FAISS (facebookresearch/faiss)
    9. PrivateGPT (imartinez/privateGPT)

    AI recommended 9 alternatives but never named mihaelamj/cupertino. 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 mihaelamj/cupertino?
    pass
    AI named mihaelamj/cupertino explicitly

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

  • If a team adopts mihaelamj/cupertino in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mihaelamj/cupertino 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 mihaelamj/cupertino solve, and who is the primary audience?
    pass
    AI named mihaelamj/cupertino explicitly

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

Embed your GEO score

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MARKDOWN (README)
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mihaelamj/cupertino — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite