RRepoGEO

REPOGEO REPORT · LITE

MxIris-Reverse-Engineering/ida-mcp-server

Default branch main · commit 74e2eb80 · scanned 6/16/2026, 10:37:32 AM

GitHub: 544 stars · 59 forks

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 MxIris-Reverse-Engineering/ida-mcp-server, 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
    Explicitly define 'MCP' in the README's overview

    Why:

    CURRENT
    A Model Context Protocol server for IDA interaction and automation. This server provides tools to read IDA database via Large Language Models.
    COPY-PASTE FIX
    A Model Context Protocol (MCP) server for IDA interaction and automation. This server provides tools to read IDA database via Large Language Models.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ida-pro, reverse-engineering, llm, ai, binary-analysis, model-context-protocol, code-analysis, automation
  • mediumreadme#3
    Enhance README's opening to highlight value proposition

    Why:

    CURRENT
    A Model Context Protocol server for IDA interaction and automation. This server provides tools to read IDA database via Large Language Models.
    COPY-PASTE FIX
    The IDA MCP Server enables seamless interaction and automation between IDA Pro and Large Language Models (LLMs). It provides a Model Context Protocol (MCP) server that allows LLMs to directly read and analyze IDA databases, streamlining reverse engineering tasks and enhancing binary analysis with AI-driven insights.

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 MxIris-Reverse-Engineering/ida-mcp-server
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 1×
  3. OpenAI GPT-4 · recommended 1×
  4. OpenAI GPT-3.5 · recommended 1×
  5. Claude 3 · recommended 1×
  • CATEGORY QUERY
    How can I automate reverse engineering tasks and database analysis with AI?
    you: not recommended
    AI recommended (in order):
    1. IDA Pro
    2. Ghidra
    3. OpenAI GPT-4
    4. OpenAI GPT-3.5
    5. Claude 3
    6. Llama 3
    7. Neo4j
    8. PyTorch Geometric (PyG)
    9. Deep Graph Library (DGL)
    10. SQLFlow
    11. scikit-learn
    12. TensorFlow
    13. PyTorch
    14. CodeQL

    AI recommended 14 alternatives but never named MxIris-Reverse-Engineering/ida-mcp-server. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow large language models to interact with binary analysis databases?
    you: not recommended
    AI recommended (in order):
    1. Ghidra (NSA/ghidra)
    2. Ghidra-GPT
    3. IDA Pro
    4. IDAPython
    5. OpenAI API
    6. Llama.cpp (ggerganov/llama.cpp)
    7. Binary Ninja
    8. Binary Ninja API
    9. angr (angr/angr)
    10. Radare2 (radareorg/radare2)
    11. Cutter (rizinorg/cutter)
    12. R2API
    13. Cutter API

    AI recommended 13 alternatives but never named MxIris-Reverse-Engineering/ida-mcp-server. 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 MxIris-Reverse-Engineering/ida-mcp-server?
    pass
    AI did not name MxIris-Reverse-Engineering/ida-mcp-server — 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 MxIris-Reverse-Engineering/ida-mcp-server in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MxIris-Reverse-Engineering/ida-mcp-server 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 MxIris-Reverse-Engineering/ida-mcp-server solve, and who is the primary audience?
    pass
    AI named MxIris-Reverse-Engineering/ida-mcp-server 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 MxIris-Reverse-Engineering/ida-mcp-server. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/MxIris-Reverse-Engineering/ida-mcp-server.svg)](https://repogeo.com/en/r/MxIris-Reverse-Engineering/ida-mcp-server)
HTML
<a href="https://repogeo.com/en/r/MxIris-Reverse-Engineering/ida-mcp-server"><img src="https://repogeo.com/badge/MxIris-Reverse-Engineering/ida-mcp-server.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

MxIris-Reverse-Engineering/ida-mcp-server — 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