RRepoGEO

REPOGEO REPORT · LITE

mukul975/cve-mcp-server

Default branch main · commit d666bac3 · scanned 6/29/2026, 8:31:24 PM

GitHub: 1,060 stars · 170 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
40 /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
3 / 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 mukul975/cve-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
    Reposition README's opening statement to emphasize AI agent augmentation

    Why:

    CURRENT
    AI-powered security intelligence at your fingertips — 28 tools + a one-call `triage_cve` orchestrator, 24 data sources, one protocol.
    COPY-PASTE FIX
    A production-grade **Model Context Protocol (MCP) server** that turns Claude (or other LLMs) into a full-spectrum security analyst, providing AI-powered security intelligence at your fingertips.
  • mediumtopics#2
    Add more specific AI-related topics

    Why:

    CURRENT
    cisa-kev, claude-ai, cve, cybersecurity, devsecops, epss, fastmcp, mcp, mitre-attack, model-context-protocol, nvd, osv, python, security, shodan, threat-intelligence, virustotal, vulnerability-management
    COPY-PASTE FIX
    cisa-kev, claude-ai, cve, cybersecurity, devsecops, epss, fastmcp, mcp, mitre-attack, model-context-protocol, nvd, osv, python, security, shodan, threat-intelligence, virustotal, vulnerability-management, llm-tools, ai-agents, generative-ai, ai-security
  • mediumreadme#3
    Add a 'Key Differentiators' section to contrast with traditional SOAR/VM

    Why:

    COPY-PASTE FIX
    ### Key Differentiators: Empowering AI Agents, Not Replacing Analysts
Unlike traditional SOAR (Security Orchestration, Automation, and Response) or vulnerability management platforms, CVE MCP Server is purpose-built to empower large language models like Claude. It provides a unified, agent-friendly API layer over diverse security intelligence, enabling AI to perform complex triage and analysis tasks that would otherwise require manual correlation across many tools. This allows security teams to leverage AI for rapid, context-rich decision-making without overhauling existing workflows.

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 mukul975/cve-mcp-server
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Splunk Phantom (now Splunk SOAR)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Splunk Phantom (now Splunk SOAR) · recommended 1×
  2. IBM Security QRadar SOAR (formerly Resilient) · recommended 1×
  3. Palo Alto Networks Cortex XSOAR · recommended 1×
  4. MISP/MISP · recommended 1×
  5. Anomali ThreatStream · recommended 1×
  • CATEGORY QUERY
    What tools help integrate various cybersecurity intelligence sources for AI-driven analysis?
    you: not recommended
    AI recommended (in order):
    1. Splunk Phantom (now Splunk SOAR)
    2. IBM Security QRadar SOAR (formerly Resilient)
    3. Palo Alto Networks Cortex XSOAR
    4. MISP (Malware Information Sharing Platform) (MISP/MISP)
    5. Anomali ThreatStream
    6. Recorded Future
    7. OpenCTI (OpenCTI-Platform/opencti)

    AI recommended 7 alternatives but never named mukul975/cve-mcp-server. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a platform to automate and consolidate vulnerability assessment data from many feeds.
    you: not recommended
    AI recommended (in order):
    1. Kenna Security (now Cisco Vulnerability Management)
    2. Brinqa
    3. Vulcan Cyber
    4. ServiceNow Security Operations (SecOps)
    5. RiskSense (now part of Ivanti Neurons for RBVM)
    6. Tenable.io (Vulnerability Management)
    7. Qualys VMDR (Vulnerability Management, Detection and Response)

    AI recommended 7 alternatives but never named mukul975/cve-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
    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 mukul975/cve-mcp-server?
    pass
    AI named mukul975/cve-mcp-server explicitly

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

  • If a team adopts mukul975/cve-mcp-server in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mukul975/cve-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 mukul975/cve-mcp-server solve, and who is the primary audience?
    pass
    AI named mukul975/cve-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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mukul975/cve-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