REPOGEO REPORT · LITE

mukul975/cve-mcp-server

Default branch main · commit 809953e0 · scanned 5/30/2026, 8:26:48 PM

GitHub: 852 stars · 143 forks

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 H1 and opening line to emphasize AI agent enablement

Why:

CURRENT

# 🛡️ CVE MCP Server

**AI-powered security intelligence at your fingertips — 27 tools, 21 data sources, one protocol.**

COPY-PASTE FIX

# 🛡️ CVE MCP Server: AI Agent for Security Intelligence

**The Model Context Protocol (MCP) server that empowers Claude and other LLMs with 27 security intelligence tools across 21 data sources.**

mediumtopics#2

Add more specific AI agent and LLM-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

ai-agents, cisa-kev, claude-ai, cve, cybersecurity, devsecops, epss, fastmcp, generative-ai, llm-tools, mcp, mitre-attack, model-context-protocol, nvd, osv, python, security, shodan, threat-intelligence, virustotal, vulnerability-management

lowreadme#3

Add a 'Comparison to Alternatives' section in the README

Why:

COPY-PASTE FIX

## 🆚 Comparison to Alternatives

Unlike traditional vulnerability management platforms (e.g., VulnCheck, Kenna Security, Nucleus Security) or generic API clients (e.g., OpenCTI Python Client, MISP-Python), CVE MCP Server is specifically designed as an open-source Model Context Protocol (MCP) server to empower AI agents like Claude. It provides a unified, AI-ready interface to 27 security intelligence tools, focusing on real-time, correlated risk assessment and automated decision support rather than just data aggregation or manual 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 mukul975/cve-mcp-server

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

VulnCheck

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

VulnCheck · recommended 1×
Kenna Security · recommended 1×
Nucleus Security · recommended 1×
Python · recommended 1×
NVD API · recommended 1×

CATEGORY QUERY
How can I automate correlating CVE data from multiple security intelligence sources?
you: not recommended
AI recommended (in order):
1. VulnCheck
2. Kenna Security
3. Nucleus Security
4. Python
5. NVD API
6. CISA Known Exploited Vulnerabilities (KEV) Catalog
7. Exploit-DB
8. requests
9. json
10. pandas
11. Splunk
12. Elastic Stack
13. Elasticsearch
14. Logstash
15. Kibana
AI recommended 15 alternatives but never named mukul975/cve-mcp-server. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a Python tool to integrate AI with vulnerability and threat intelligence APIs.
you: not recommended
AI recommended (in order):
1. Requests (psf/requests)
2. OpenCTI Python Client (OpenCTI-Platform/python-client)
3. MISP-Python (MISP/PyMISP)
4. TheHive4py (TheHive-Project/TheHive4py)
5. Maltego Python SDK (Maltego/maltego-trx)
6. FalconPy (CrowdStrike/falconpy)
7. VirusTotal API Client
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?

Embed your GEO score

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MARKDOWN (README)

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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