REPOGEO REPORT · LITE

vmoranv/jshookmcp

Default branch master · commit 3adc8e62 · scanned 5/18/2026, 6:36:50 PM

GitHub: 1,512 stars · 418 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

Reposition README opening to clarify 'MCP' and core domain

Why:

CURRENT

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

This is an **MCP (Model Context Protocol) 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 for clarity and specificity

Why:

CURRENT

js hook toolkit that all you need

COPY-PASTE FIX

An MCP (Model Context Protocol) server providing 400+ AI-powered tools for JavaScript analysis, security research, and browser automation.

mediumtopics#3

Add explicit AI/LLM and Model Context Protocol topics

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, llm-tools, ai-agents, model-context-protocol

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

Of all named tools, what % are you?

Top rival

JSNice

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

JSNice · recommended 1×
Jalangi2 · recommended 1×
CodeQL · recommended 1×
Obfuscator.io Deobfuscator · recommended 1×
MalwareBazaar · recommended 1×

CATEGORY QUERY
What are the best AI-powered tools for JavaScript security analysis and deobfuscation?
you: not recommended
AI recommended (in order):
1. JSNice
2. Jalangi2
3. CodeQL
4. Obfuscator.io Deobfuscator
5. MalwareBazaar
6. Any.Run
AI recommended 6 alternatives but never named vmoranv/jshookmcp. This is the gap to close.
Show full AI answer
CATEGORY QUERY
I need a comprehensive toolkit for JavaScript reverse engineering and browser automation tasks.
you: not recommended
AI recommended (in order):
1. Playwright
2. Puppeteer
3. Selenium WebDriver
4. Cypress
5. Frida
6. 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?

Embed your GEO score

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/vmoranv/jshookmcp.svg)](https://repogeo.com/en/r/vmoranv/jshookmcp)

HTML

<a href="https://repogeo.com/en/r/vmoranv/jshookmcp"><img src="https://repogeo.com/badge/vmoranv/jshookmcp.svg" alt="RepoGEO" /></a>

Pro

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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