RRepoGEO

REPOGEO REPORT · LITE

0x4m4/hexstrike-ai

Default branch master · commit 9b8c780f · scanned 5/12/2026, 4:52:58 PM

GitHub: 8,688 stars · 1,880 forks

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 and opening sentence to emphasize cybersecurity and clarify 'HexStrike' context

    Why:

    CURRENT
    # HexStrike AI MCP Agents v6.0
### AI-Powered MCP Cybersecurity Automation Platform

...

**Advanced AI-powered penetration testing MCP framework with 150+ security tools and 12+ autonomous AI agents**
    COPY-PASTE FIX
    # HexStrike AI MCP Agents v6.0: AI-Powered Offensive Cybersecurity Platform

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. It seamlessly bridges LLMs with real-world offensive security capabilities.
  • mediumtopics#2
    Add more specific offensive security and automation topics

    Why:

    CURRENT
    0x4m4, ai, ai-agents, ai-cybersecurity, ai-hacking, ai-penetration-testing, ai-security-tool, artificial-intelligence, ctf-tools, generative-ai, hexstrike, kali-linux, kali-tools, llm, llm-integration, mcp, mcp-server, mcp-tools, pentesting, pentesting-tools
    COPY-PASTE FIX
    0x4m4, ai, ai-agents, ai-cybersecurity, ai-hacking, ai-penetration-testing, ai-security-tool, artificial-intelligence, ctf-tools, generative-ai, hexstrike, kali-linux, kali-tools, llm, llm-integration, mcp, mcp-server, mcp-tools, pentesting, pentesting-tools, offensive-security, red-teaming, security-automation
  • mediumcomparison#3
    Add a 'Comparison to Alternatives' section in the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example:

## Comparison to Alternatives

HexStrike AI MCP Agents differentiates itself from traditional Security Orchestration, Automation, and Response (SOAR) platforms like Cortex XSOAR or Splunk SOAR by focusing specifically on autonomous AI agents for offensive security operations, rather than broader incident response workflows. Unlike static analysis or fuzzing tools such as CodeQL or Semgrep, HexStrike AI orchestrates real-world cybersecurity tools to perform dynamic penetration testing and vulnerability discovery.

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
GitHub Copilot Enterprise
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot Enterprise · recommended 1×
  2. CodeQL · recommended 1×
  3. Semgrep · recommended 1×
  4. AFL++ · recommended 1×
  5. Peach Fuzzer · recommended 1×
  • CATEGORY QUERY
    How can I use large language models to automate penetration testing and vulnerability discovery?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Enterprise
    2. CodeQL
    3. Semgrep
    4. AFL++
    5. Peach Fuzzer
    6. OWASP ZAP
    7. Metasploit Framework
    8. Pocsuite3
    9. Microsoft Threat Modeling Tool
    10. Prowler
    11. DefectDojo

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

    Show full AI answer
  • CATEGORY QUERY
    What platform allows AI agents to orchestrate multiple cybersecurity tools for automated security research?
    you: not recommended
    AI recommended (in order):
    1. Cortex XSOAR
    2. Splunk SOAR
    3. Swimlane Turbine
    4. Microsoft Sentinel
    5. Tines
    6. Demisto
    7. ServiceNow Security Operations

    AI recommended 7 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 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?

  • 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 named 0x4m4/hexstrike-ai explicitly

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

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