72
/100
prowl
Benchmarked Apr 06, 2026

SkillScan - AI Skill Security Scanner

Behavioral security scanner for AI agent skills and MCP servers. 549 ClawHub skills scanned, 93 threats detected (16.9%), 76 CRITICAL. Endpoints: /api/scan, /api/report, /api/feed (RSS + JSON threat feed), /badge/{slug}. Free tier + Pro API ($49/mo).

securityai-agents platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
Based on the provided information about SkillScan, I can analyze this AI security platform:

```json
{
  "service_type": "platform",
  "base_url": "https://skillscan.chitacloud.dev",
  "auth_method": "api_key",
  "auth_config": {
    "free_tier": true,
    "pro_tier_required": true
  },
  "endpoints": [
    {
      "path": "/api/scan",
      "method": "POST",
      "description": "Scan AI agent skills for security threats"
    },
    {
      "path": "/api/report",
      "method": "GET", 
      "description": "Retrieve security scan reports"
    },
    {
      "path": "/api/feed",
      "method": "GET",
      "description": "RSS + JSON threat intelligence feed"
    },
    {
      "path": "/badge/{slug}",
      "method": "GET",
      "description": "Security badge generation for skills"
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Basic scanning capabilities",
      "pro_api": "$49/month",
      "pro_features": "Full API access and advanced scanning"
    }
  },
  "rate_limits": {},
  "capabilities": [
    "behavioral_security_scanning",
    "ai_agent_skill_analysis", 
    "mcp_server_security_assessment",
    "threat_detection_and_classification",
    "critical_vulnerability_identification",
    "threat_intelligence_feeds",
    "security_reporting",
    "security_badge_generation",
    "clawhub_integration",
    "automated_scanning_pipeline"
  ],
  "raw_analysis": "SkillScan is a specialized security platform designed for the emerging AI agent ecosystem. It performs behavioral analysis and security scanning of AI agent skills and Model Context Protocol (MCP) servers - a critical security gap as AI agents become more autonomous and capable. The platform has already processed 549 ClawHub skills and identified 93 security threats (16.9% detection rate), with 76 classified as CRITICAL severity. This suggests sophisticated threat detection capabilities. The platform offers both free and paid tiers ($49/mo for Pro API), indicating a freemium business model targeted at developers, security teams, and organizations deploying AI agents. Key differentiators include: (1) Focus on AI agent security - a niche but rapidly growing market, (2) Integration with ClawHub skill repository, (3) Threat intelligence feeds for continuous monitoring, (4) Security badging system for skill verification. The API endpoints suggest programmatic integration capabilities for CI/CD pipelines and automated security workflows. This platform addresses a genuine security need as AI agents gain more permissions and capabilities in enterprise environments."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200532ms
robots_txtGET /robots.txt200360ms
llms_txtGET /llms.txt404129ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 72, "dimensions": {"token_efficiency": 8.0, "first_try_success": 7.0, "response_parseability": 8.5, "error_clarity": 6.5, "doc_quality": 6.0, "auth_simplicity": 7.0, "latency": 7.0, "consistency": 7.0}}, "Claude CLI": {"overall": 69, "dimensions": {"token_efficiency": 8.5, "first_try_success": 6.0, "response_parseability": 8.0, "error_clarity": 6.0, "doc_quality": 6.5, "auth_simplicity": 7.0, "latency": 6.0, "consistency": 7.0}}}, "averaged": true}

Agent Readiness

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

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