RRepoGEO

REPOGEO REPORT · LITE

joshuayoes/ios-simulator-mcp

Default branch main · commit 8f3c6710 · scanned 5/8/2026, 3:16:36 PM

GitHub: 1,959 stars · 86 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 joshuayoes/ios-simulator-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

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

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening to clarify its role as a programmatic control layer for iOS simulators

    Why:

    CURRENT
    A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.
    COPY-PASTE FIX
    The `ios-simulator-mcp` is a Model Context Protocol (MCP) server designed for programmatic control and automation of iOS simulators. Unlike full-stack UI testing frameworks, this server provides a low-level API to get information, control UI interactions, and inspect UI elements, making it ideal for building custom automation tools, CI/CD integrations, or specialized development workflows.
  • mediumcomparison#2
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison to Other Tools

While tools like XCUITest, Appium, and Detox offer comprehensive UI testing frameworks, `ios-simulator-mcp` focuses on providing a lightweight, programmatic API for direct control and inspection of iOS simulators. It serves as a foundational layer for developers to build custom automation scripts, integrate with CI/CD pipelines, or create specialized development tools, rather than a full-fledged end-to-end testing solution.

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 joshuayoes/ios-simulator-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
XCUITest
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. XCUITest · recommended 1×
  2. Appium · recommended 1×
  3. Detox · recommended 1×
  4. Maestro · recommended 1×
  5. EarlGrey · recommended 1×
  • CATEGORY QUERY
    How can I programmatically control and automate UI interactions on an iOS simulator?
    you: not recommended
    AI recommended (in order):
    1. XCUITest
    2. Appium
    3. Detox
    4. Maestro
    5. EarlGrey

    AI recommended 5 alternatives but never named joshuayoes/ios-simulator-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help inspect and debug UI elements within an active iOS simulator instance?
    you: not recommended
    AI recommended (in order):
    1. Xcode's View Debugger
    2. Reveal
    3. Flex (Flipboard Explorer) (Flipboard/FLEX)
    4. Sherlock (Sherlock-iOS/Sherlock)
    5. PonyDebugger (square/PonyDebugger)

    AI recommended 5 alternatives but never named joshuayoes/ios-simulator-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 joshuayoes/ios-simulator-mcp?
    pass
    AI did not name joshuayoes/ios-simulator-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 joshuayoes/ios-simulator-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named joshuayoes/ios-simulator-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 joshuayoes/ios-simulator-mcp solve, and who is the primary audience?
    pass
    AI did not name joshuayoes/ios-simulator-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?

Embed your GEO score

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MARKDOWN (README)
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joshuayoes/ios-simulator-mcp — 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