RRepoGEO

REPOGEO REPORT · LITE

vmoranv/jshookmcp

Default branch master · commit 25b1cfd4 · scanned 6/30/2026, 1:12:23 AM

GitHub: 1,701 stars · 429 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
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 vmoranv/jshookmcp, 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 project domain in README's opening

    Why:

    CURRENT
    # @jshookmcp/jshook

[](LICENSE)
...
An MCP server that gives AI agents **402 tools across 36 domains** for JavaScript analysis and security research — browser automation, CDP debugging, network interception, JS hooks, LLM-powered code analysis, process/memory forensics, WASM reverse engineering, source-map reconstruction, AST transforms, and composite workflows in a single server.
    COPY-PASTE FIX
    # jshookmcp: An MCP Server for AI Agents in JavaScript Security & Reverse Engineering

An MCP server that gives AI agents **402 tools across 36 domains** for JavaScript analysis and security research — browser automation, CDP debugging, network interception, JS hooks, LLM-powered code analysis, process/memory forensics, WASM reverse engineering, source-map reconstruction, AST transforms, and composite workflows in a single server.
  • mediumabout#2
    Update repository description to highlight AI and MCP server aspects

    Why:

    CURRENT
    js hook toolkit that all you need
    COPY-PASTE FIX
    An MCP server providing AI agents with 400+ tools for JavaScript security analysis, reverse engineering, browser automation, and debugging.
  • mediumtopics#3
    Add AI-specific topics and reinforce core functionality

    Why:

    CURRENT
    browser-automation, debugging, deobfuscation, js-reverse, mcp, network-analysis, reverse-engineering, security-analysis
    COPY-PASTE FIX
    browser-automation, debugging, deobfuscation, js-reverse, mcp, network-analysis, reverse-engineering, security-analysis, large-language-models, llm-agents, ai-security, javascript-analysis

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 vmoranv/jshookmcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Semgrep
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Semgrep · recommended 1×
  2. CodeQL · recommended 1×
  3. Jadx · recommended 1×
  4. Ghidra · recommended 1×
  5. OWASP ZAP · recommended 1×
  • CATEGORY QUERY
    What are the best AI-powered tools for JavaScript security analysis and reverse engineering?
    you: not recommended
    AI recommended (in order):
    1. Semgrep
    2. CodeQL
    3. Jadx
    4. Ghidra
    5. OWASP ZAP
    6. DeepCode AI
    7. Snyk Code
    8. Pysa

    AI recommended 8 alternatives but never named vmoranv/jshookmcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I perform advanced JavaScript debugging, network analysis, and browser automation for security?
    you: not recommended
    AI recommended (in order):
    1. Puppeteer (puppeteer/puppeteer)
    2. Playwright (microsoft/playwright)
    3. Burp Suite Professional
    4. OWASP ZAP (zaproxy/zaproxy)
    5. Chrome DevTools
    6. mitmproxy (mitmproxy/mitmproxy)

    AI recommended 6 alternatives but never named vmoranv/jshookmcp. 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 vmoranv/jshookmcp?
    pass
    AI named vmoranv/jshookmcp explicitly

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

  • If a team adopts vmoranv/jshookmcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named vmoranv/jshookmcp 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 vmoranv/jshookmcp solve, and who is the primary audience?
    pass
    AI did not name vmoranv/jshookmcp — 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?

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vmoranv/jshookmcp — 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