RRepoGEO

REPOGEO REPORT · LITE

0x4m4/hexstrike-ai

Default branch master · commit 9b8c780f · scanned 6/23/2026, 1:18:05 AM

GitHub: 9,835 stars · 2,092 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 0x4m4/hexstrike-ai, 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 H1/H3 to explicitly state cybersecurity purpose

    Why:

    CURRENT
    # HexStrike AI MCP Agents v6.0
### AI-Powered MCP Cybersecurity Automation Platform
    COPY-PASTE FIX
    # HexStrike AI: AI-Powered Cybersecurity Pentesting & Automation Platform
### Autonomous LLM Agents for Offensive Security Operations
  • mediumreadme#2
    Add a concise 'What is HexStrike AI?' introductory section

    Why:

    COPY-PASTE FIX
    ## What is HexStrike AI?
HexStrike AI MCP Agents is an advanced platform that enables AI agents (like Claude, GPT, and Copilot) to autonomously execute over 150 cybersecurity tools. It's designed for automated penetration testing, vulnerability discovery, bug bounty automation, and security research, seamlessly bridging large language models with real-world offensive security capabilities.
  • lowreadme#3
    Review and clarify any 'Academic Project' mentions in the README

    Why:

    COPY-PASTE FIX
    Review the full README for any mentions of 'academic project' or similar phrasing. If the project is not primarily academic or is production-ready, clarify its current status and intended use. For example, if it was an academic project but is now production-ready, state: 'While HexStrike AI originated from academic research, it is now a robust, production-grade platform for offensive security automation.'

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 0x4m4/hexstrike-ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AFL++
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AFL++ · recommended 1×
  2. LibFuzzer · recommended 1×
  3. Honggfuzz · recommended 1×
  4. Tsunami Security Scanner · recommended 1×
  5. OWASP ZAP · recommended 1×
  • CATEGORY QUERY
    How can I automate cybersecurity penetration testing and vulnerability discovery using AI agents?
    you: not recommended
    AI recommended (in order):
    1. AFL++
    2. LibFuzzer
    3. Honggfuzz
    4. Tsunami Security Scanner
    5. OWASP ZAP
    6. Nuclei
    7. Prowler
    8. NodeZero
    9. Pentera
    10. OpenAI Gym
    11. Stable Baselines3

    AI recommended 11 alternatives but never named 0x4m4/hexstrike-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools integrate LLMs for autonomous offensive security operations and bug bounty automation?
    you: not recommended
    AI recommended (in order):
    1. GPT-Engineer (gpt-engineer-org/gpt-engineer)
    2. AutoGPT (Significant-Gravitas/AutoGPT)
    3. Prowler (prowler-cloud/prowler)
    4. Nuclei (projectdiscovery/nuclei)
    5. Metasploit Framework (rapid7/metasploit-framework)
    6. Burp Suite
    7. OWASP ZAP (zaproxy/zaproxy)
    8. OpenAI API
    9. Hugging Face Transformers (huggingface/transformers)

    AI recommended 9 alternatives but never named 0x4m4/hexstrike-ai. 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 0x4m4/hexstrike-ai?
    pass
    AI named 0x4m4/hexstrike-ai explicitly

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

  • If a team adopts 0x4m4/hexstrike-ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 0x4m4/hexstrike-ai 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 0x4m4/hexstrike-ai solve, and who is the primary audience?
    pass
    AI did not name 0x4m4/hexstrike-ai — 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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MARKDOWN (README)
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0x4m4/hexstrike-ai — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
0x4m4/hexstrike-ai — RepoGEO report