RRepoGEO

REPOGEO REPORT · LITE

getsentry/XcodeBuildMCP

Default branch main · commit ba916f12 · scanned 5/14/2026, 10:32:01 AM

GitHub: 5,521 stars · 272 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 getsentry/XcodeBuildMCP, 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
    Reposition the README's opening to explicitly state its core function for AI agents

    Why:

    CURRENT
    A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
    COPY-PASTE FIX
    XcodeBuildMCP is a Model Context Protocol (MCP) server and CLI specifically designed to empower AI coding agents by providing deep, structured context and control over iOS and macOS Xcode projects and their build processes.
  • mediumreadme#2
    Add a dedicated 'Key Features for AI Agents' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section, perhaps after the initial description and before 'Installation', titled 'Key Features for AI Agents'. This section should list 2-3 bullet points on what it actually provides to agents (e.g., structured Xcode project context, build process insights, agent-driven build control, etc.).
  • lowtopics#3
    Expand topics to include AI agent and Xcode context keywords

    Why:

    CURRENT
    mcp, mcp-server, model-context-protocol, model-context-protocol-servers, tag-production, xcode, xcodebuild
    COPY-PASTE FIX
    mcp, mcp-server, model-context-protocol, model-context-protocol-servers, tag-production, xcode, xcodebuild, ai-agents, ai-development, ai-workflow, xcode-context, build-context, agent-tools

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 getsentry/XcodeBuildMCP
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SourceKit-LSP
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. SourceKit-LSP · recommended 2×
  2. Xcode Command Line Tools (xcodebuild) · recommended 1×
  3. xcparse · recommended 1×
  4. SwiftSyntax · recommended 1×
  5. Apple Developer Documentation & Forums · recommended 1×
  • CATEGORY QUERY
    How can AI coding agents effectively understand and work with Xcode build processes?
    you: not recommended
    AI recommended (in order):
    1. Xcode Command Line Tools (xcodebuild)
    2. xcparse
    3. SourceKit-LSP
    4. SwiftSyntax
    5. Apple Developer Documentation & Forums
    6. Fastlane

    AI recommended 6 alternatives but never named getsentry/XcodeBuildMCP. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help integrate Xcode project context for AI-powered development workflows?
    you: not recommended
    AI recommended (in order):
    1. Sourcegraph Cody
    2. GitHub Copilot
    3. xcodebuild
    4. SourceKit-LSP
    5. OpenAI API
    6. Azure OpenAI Service
    7. JetBrains AI Assistant
    8. AppCode
    9. Tabnine

    AI recommended 9 alternatives but never named getsentry/XcodeBuildMCP. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 getsentry/XcodeBuildMCP?
    pass
    AI named getsentry/XcodeBuildMCP explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of getsentry/XcodeBuildMCP. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/getsentry/XcodeBuildMCP.svg)](https://repogeo.com/en/r/getsentry/XcodeBuildMCP)
HTML
<a href="https://repogeo.com/en/r/getsentry/XcodeBuildMCP"><img src="https://repogeo.com/badge/getsentry/XcodeBuildMCP.svg" alt="RepoGEO" /></a>
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getsentry/XcodeBuildMCP — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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