RRepoGEO

REPOGEO REPORT · LITE

mrexodia/ida-pro-mcp

Default branch main · commit c05d7405 · scanned 5/8/2026, 10:42:23 AM

GitHub: 8,310 stars · 993 forks

AI VISIBILITY SCORE
33 /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
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 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
    Reposition the README's opening to clarify "MCP" and core purpose

    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 with Model Context Protocol

This IDA Pro plugin acts as a server for the Model Context Protocol (MCP), enabling seamless integration of AI language models into your binary analysis workflow. It allows reverse engineers to leverage large language models (LLMs) directly within IDA Pro for tasks like code understanding, vulnerability analysis, and more.
  • mediumreadme#2
    Add a "Comparison" section to highlight unique value

    Why:

    COPY-PASTE FIX
    ## Comparison & Differentiators

Unlike general-purpose AI plugins for disassemblers (e.g., IDA-GPT, IDA-Neo), IDA Pro MCP focuses on providing a robust, client-agnostic server implementation of the Model Context Protocol. This allows you to connect IDA Pro to a wide range of existing MCP-compatible AI clients and LLMs, offering flexibility and future-proofing beyond single-model integrations.
  • lowtopics#3
    Add more specific 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, llm, large-language-models, mcp, mcp-server, modelcontextprotocol, reverse-engineering

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. Binary Ninja · recommended 2×
  4. Radare2 · recommended 2×
  5. Cutter · recommended 2×
  • CATEGORY QUERY
    How can I integrate AI language models into my binary analysis workflow for reverse engineering?
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. IDAPython
    3. OpenAI's GPT-4
    4. Google's Gemini Pro
    5. Ollama
    6. LM Studio
    7. Llama 3
    8. Mixtral
    9. Code Llama
    10. Ghidra
    11. GhidraDev
    12. Binary Ninja
    13. Radare2
    14. Cutter
    15. r2pipe
    16. Python
    17. Capstone
    18. Unicorn Engine
    19. Hugging Face `transformers` library
    20. StarCoder
    21. DeepSeek Coder
    22. Panda (Platform for Architecture-Neutral Dynamic Analysis)
    23. QEMU

    AI recommended 23 alternatives but never named mrexodia/ida-pro-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good plugins for enhancing reverse engineering with AI assistance in disassemblers?
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. Hex-Rays Decompiler
    3. IDA-GPT
    4. IDA-Neo
    5. Ponce
    6. TensorFlow
    7. PyTorch
    8. Ghidra
    9. Ghidra-GPT
    10. Binary Ninja
    11. Binary Ninja-GPT
    12. Radare2
    13. Cutter
    14. R2-GPT

    AI recommended 14 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 did not name mrexodia/ida-pro-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 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