RRepoGEO

REPOGEO REPORT · LITE

zinja-coder/jadx-mcp-server

Default branch main · commit c35984eb · scanned 6/12/2026, 8:22:22 AM

GitHub: 663 stars · 108 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 zinja-coder/jadx-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
    Clarify "MCP" acronym in README title and opening sentence

    Why:

    CURRENT
    # JADX-MCP-SERVER (Part of Zin's Reverse Engineering MCP Suite)

⚡ Fully automated MCP server built to communicate with JADX-AI-MCP Plugin to analyze Android APKs using LLMs like Claude — uncover vulnerabilities, parse manifests, and reverse engineer effortlessly.
    COPY-PASTE FIX
    # JADX-MCP-SERVER (Model Context Protocol Server)

⚡ JADX-MCP-SERVER is a fully automated Model Context Protocol (MCP) server designed for AI-driven Android application security analysis. It communicates with the JADX-AI-MCP Plugin to leverage LLMs like Claude for uncovering vulnerabilities, parsing manifests, and reverse engineer Android APKs effortlessly.
  • highhomepage#2
    Add a homepage URL to the repository's "About" section

    Why:

    COPY-PASTE FIX
    https://github.com/zinja-coder/jadx-ai-mcp-plugin
  • mediumreadme#3
    Clarify the project's role as a specialized component, not a full platform

    Why:

    COPY-PASTE FIX
    This server acts as a specialized backend component for the JADX-AI-MCP Plugin, providing AI-driven analysis capabilities within a broader Android reverse engineering and security assessment workflow, rather than being a standalone, full-suite mobile application security testing (MAST) platform.

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 zinja-coder/jadx-mcp-server
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
NowSecure Platform
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. NowSecure Platform · recommended 1×
  2. ImmuniWeb MobileSuite · recommended 1×
  3. AppSweep by Guardsquare · recommended 1×
  4. Checkmarx CxSAST · recommended 1×
  5. Veracode Mobile Application Security Testing · recommended 1×
  • CATEGORY QUERY
    What are the best AI-powered tools for Android mobile application security testing?
    you: not recommended
    AI recommended (in order):
    1. NowSecure Platform
    2. ImmuniWeb MobileSuite
    3. AppSweep by Guardsquare
    4. Checkmarx CxSAST
    5. Veracode Mobile Application Security Testing
    6. Ostorlab

    AI recommended 6 alternatives but never named zinja-coder/jadx-mcp-server. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Python-based server for AI-driven Android application reverse engineering and security assessment?
    you: not recommended
    AI recommended (in order):
    1. Androguard
    2. Flask
    3. Django
    4. MobSF
    5. Frida
    6. Radare2
    7. Cutter
    8. r2pipe
    9. IDA Pro
    10. IDAPython
    11. Ghidra
    12. Jython

    AI recommended 12 alternatives but never named zinja-coder/jadx-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 zinja-coder/jadx-mcp-server?
    pass
    AI did not name zinja-coder/jadx-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 zinja-coder/jadx-mcp-server in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zinja-coder/jadx-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 zinja-coder/jadx-mcp-server solve, and who is the primary audience?
    pass
    AI named zinja-coder/jadx-mcp-server explicitly

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

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zinja-coder/jadx-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