RRepoGEO

REPOGEO REPORT · LITE

joshuayoes/ios-simulator-mcp

Default branch main · commit 8f3c6710 · scanned 6/18/2026, 6:56:30 AM

GitHub: 2,056 stars · 92 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
28 /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
2 / 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 README's opening to clarify its role as a direct simulator management server

    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
    An MCP server for direct, programmatic control and deep UI inspection of iOS simulators. Unlike high-level UI testing frameworks, this server provides granular interaction capabilities, enabling advanced automation and integration with custom testing or development workflows.
  • mediumhomepage#2
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/joshuayoes/ios-simulator-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 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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. XCUITest · recommended 2×
  2. appium/appium · recommended 2×
  3. google/EarlGrey · recommended 2×
  4. kif-framework/KIF · recommended 1×
  5. facebookarchive/WebDriverAgent · recommended 1×
  • CATEGORY QUERY
    How to programmatically interact with and inspect UI on an iOS simulator?
    you: not recommended
    AI recommended (in order):
    1. XCUITest
    2. Appium (appium/appium)
    3. EarlGrey (google/EarlGrey)
    4. KIF (kif-framework/KIF)
    5. WebDriverAgent (facebookarchive/WebDriverAgent)

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

    Show full AI answer
  • CATEGORY QUERY
    What are good options for automating UI control and data retrieval from iOS virtual devices?
    you: not recommended
    AI recommended (in order):
    1. Appium (appium/appium)
    2. XCUITest
    3. Detox (wix/Detox)
    4. Maestro (mobile-dev-inc/maestro)
    5. EarlGrey (google/EarlGrey)

    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 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?

  • 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