RRepoGEO

REPOGEO REPORT · LITE

mrexodia/ida-pro-mcp

Default branch main · commit 0d9a47b0 · scanned 6/18/2026, 2:11:47 AM

GitHub: 9,455 stars · 1,125 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
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 mrexodia/ida-pro-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

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

OVERALL DIRECTION
  • highreadme#1
    Clarify "MCP" and the project's core AI/LLM function in the README's opening

    Why:

    CURRENT
    # IDA Pro MCP

Simple MCP Server to allow vibe reversing in IDA Pro.
    COPY-PASTE FIX
    # IDA Pro MCP: AI-Powered Reverse Engineering Assistant

This project provides a simple Model Context Protocol (MCP) server to bridge IDA Pro with large language models (LLMs), enabling AI-assisted reverse engineering.
  • mediumtopics#2
    Add explicit LLM-related topics

    Why:

    CURRENT
    ai, aiagent, binary-analysis, ida-plugin, ida-pro, mcp, mcp-server, modelcontextprotocol, reverse-engineering
    COPY-PASTE FIX
    ai, aiagent, binary-analysis, ida-plugin, ida-pro, mcp, mcp-server, modelcontextprotocol, reverse-engineering, llm, large-language-models, generative-ai
  • lowcomparison#3
    Add a "Why IDA Pro MCP?" or "Comparison" section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example, `## Why IDA Pro MCP?` or `## Comparison to other AI tools`, explaining how this project enhances IDA Pro with LLMs, differentiating it from generic LLMs or standalone reverse engineering 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 mrexodia/ida-pro-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
IDA Pro
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. IDA Pro · recommended 2×
  2. Ghidra · recommended 2×
  3. GitHub Copilot · recommended 1×
  4. OpenAI Codex · recommended 1×
  5. ChatGPT · recommended 1×
  • CATEGORY QUERY
    How can I use AI language models to assist with reverse engineering tasks?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. OpenAI Codex
    3. IDA Pro
    4. ChatGPT
    5. GPT-4
    6. Google Bard
    7. Gemini
    8. Hugging Face Transformers
    9. CodeLlama
    10. StarCoder
    11. GPT-2
    12. Ghidra

    AI recommended 12 alternatives but never named mrexodia/ida-pro-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI-powered tool to enhance my binary analysis and vulnerability research.
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. Ghidra
    3. BinDiff
    4. Diaphora
    5. DeepCode AI
    6. CodeQL
    7. Pangolin
    8. AFL++
    9. LibFuzzer
    10. Honggfuzz

    AI recommended 10 alternatives but never named mrexodia/ida-pro-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
    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 mrexodia/ida-pro-mcp?
    pass
    AI named mrexodia/ida-pro-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 mrexodia/ida-pro-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mrexodia/ida-pro-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 mrexodia/ida-pro-mcp solve, and who is the primary audience?
    pass
    AI named mrexodia/ida-pro-mcp explicitly

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

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mrexodia/ida-pro-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