74
/100
prowl
Benchmarked Aug 13, 2026

National Vulnerability Database

U.S. National Vulnerability Database

securitydatabasedata platform_profile
Benchmark Your API

Score Breakdown

Auth Simplicity 9/10
Parseability 9/10
Token Efficiency 8/10
Latency 7/10
Documentation 7/10
First-Try Success 7/10
Consistency 6/10
Error Clarity 6/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://nvd.nist.gov",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "free", "details": {"description": "Publicly accessible, free to use"}},
  "rate_limits": {},
  "capabilities": ["CVE vulnerability database", "CVE JSON data feeds", "CVE API access (via separate API endpoint)", "Search and browsing of CVE records", "ENRICHMENT data for CVEs", "CPE (Common Platform Enumeration) dictionary", "CWE (Common Weakness Enumeration) mapping", "Automated data retrieval via bulk feeds", "Historical vulnerability data", "NVD calendar feeds and vulnerability statistics"],
  "raw_analysis": "The National Vulnerability Database (NVD) is the U.S. government's repository of standards-based vulnerability management data. It is operated by the National Institute of Standards and Technology (NIST). The NVD provides comprehensive information on Common Vulnerabilities and Exposures (CVEs), including severity scores (CVSS), affected software (CPE), and related weaknesses (CWE). The platform is primarily aimed at security professionals, researchers, and developers who need vulnerability data for risk management, research, or integration into security tools. The NVD is a highly mature and authoritative platform, widely recognized as the de facto standard for vulnerability information in the United States. It offers bulk JSON data feeds for programmatic access, as well as a public API (the NVD API 2.0) for structured querying. The URL provided points to the changelog for the JSON data feeds, indicating the availability of flat-file data dumps. The platform is free to use, and no authentication is required for any of its data services. However, rate limits exist for the API to ensure fair use, but the bulk feeds are not rate-limited. The NVD integrates with numerous third-party tools and services, such as vulnerability scanners, SIEMs, and security orchestration platforms, through its feeds and API. Overall, the NVD is essential for anyone needing reliable vulnerability data, with a strong reputation for accuracy and completeness. The raw analysis focuses on the platform's nature as a data provider rather than a UI-driven application, but it still qualifies as a 'platform' due to its role in the security ecosystem."
}
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200552ms
robots_txtGET /robots.txt404150ms
llms_txtGET /llms.txt40481ms
Interpret
```json
{
  "overall": 68,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 7.0,
    "response_parseability": 9.0,
    "error_clarity": 6.0,
    "doc_quality": 7.0,
    "auth_simplicity": 9.0,
    "latency": 7.0,
    "consistency": 6.0
  },
  "pricing_normalized": {
    "tier": "free",
    "description": "Publicly accessible, free to use"
  },
  "issues": [
    "No robots.txt file (404) - crawlers cannot discover allowed/disallowed paths",
    "No llms.txt file - no AI-friendly documentation endpoint",
    "API access requires separate endpoint and likely API key for structured access",
    "Recent NVD API changes (2023-2025) have caused community concerns about rate limits and data delays"
  ],
  "recommendations": [
    "Add llms.txt to expose AI-readable documentation and API endpoints",
    "Implement robots.txt to guide crawlers (especially for bulk data feeds)",
    "Provide clearer documentation on API rate limits and pagination",
    "Consider adding structured metadata schema (JSON-LD) directly on HTML pages for better agent parsing"
  ]
}
```

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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