RRepoGEO

REPOGEO REPORT · LITE

jasonjmcghee/claude-debugs-for-you

Default branch main · commit 4ec030af · scanned 6/14/2026, 10:16:48 PM

GitHub: 510 stars · 48 forks

AI VISIBILITY SCORE
27 /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
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 jasonjmcghee/claude-debugs-for-you, 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 core identity to the very first line of the README

    Why:

    CURRENT
    # Claude Debugs For You

[](https://marketplace.visualstudio.com/items?itemName=JasonMcGhee.claude-debugs-for-you)

_aka Vibe Debugging_

### Enable Claude (or any other LLM) to interactively debug your code

This is an MCP Server and VS Code extension which enables claude to interactively debug and evaluate expressions.
    COPY-PASTE FIX
    # Claude Debugs For You: An Interactive VS Code Extension for LLM-Powered Debugging

[](https://marketplace.visualstudio.com/items?itemName=JasonMcGhee.claude-debugs-for-you)

_aka Vibe Debugging_

This is an MCP Server and VS Code extension that enables Claude (or any other LLM) to interactively debug and evaluate expressions directly within your VS Code environment.
  • mediumreadme#2
    Add a 'Why Choose This?' or 'Differentiators' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Choose Claude Debugs For You?

Unlike general-purpose AI chat tools or simple code suggestion engines, Claude Debugs For You provides:

*   **True Interactive Debugging:** Step through code, inspect variables, and evaluate expressions with LLM assistance, not just receive static suggestions.
*   **VS Code Native Integration:** Seamlessly integrates into your existing VS Code workflow as a dedicated extension.
*   **Language Agnostic:** Works with any language supported by VS Code's debugger console and `launch.json` configurations.
*   **Model-Context-Protocol (MCP) Server:** Built on an open protocol, allowing flexibility to connect with various LLMs and clients beyond Claude.
  • lowabout#3
    Refine the repository description for clarity and keyword emphasis

    Why:

    CURRENT
    Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension
    COPY-PASTE FIX
    An interactive VS Code Extension and MCP Server that enables any LLM (e.g., Claude) to perform real-time, interactive debugging and expression evaluation directly within your IDE.

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 jasonjmcghee/claude-debugs-for-you
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot Chat
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot Chat · recommended 2×
  2. Cursor · recommended 2×
  3. Tabnine Chat · recommended 2×
  4. ChatGPT · recommended 1×
  5. Google Gemini · recommended 1×
  • CATEGORY QUERY
    How can I use an AI assistant to help me interactively debug my code?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Chat
    2. Cursor
    3. ChatGPT
    4. Google Gemini
    5. Tabnine Chat
    6. Codeium Chat
    7. Amazon CodeWhisperer

    AI recommended 7 alternatives but never named jasonjmcghee/claude-debugs-for-you. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools automate code debugging by integrating large language models into my IDE?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. GitHub Copilot Chat
    3. Codeium
    4. Tabnine Chat
    5. Continue
    6. JetBrains AI Assistant

    AI recommended 6 alternatives but never named jasonjmcghee/claude-debugs-for-you. 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 jasonjmcghee/claude-debugs-for-you?
    pass
    AI did not name jasonjmcghee/claude-debugs-for-you — 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 jasonjmcghee/claude-debugs-for-you in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jasonjmcghee/claude-debugs-for-you 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 jasonjmcghee/claude-debugs-for-you solve, and who is the primary audience?
    pass
    AI did not name jasonjmcghee/claude-debugs-for-you — 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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jasonjmcghee/claude-debugs-for-you — 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