Open Data Minneapolis

2/3 tests passed

```json
{
  "overall": 32,
  "dimensions": {
    "token_efficiency": 5.0,
    "first_try_success": 4.0,
    "response_parseability": 3.0,
    "error_clarity": 4.0,
    "doc_quality": 3.0,
    "auth_simplicity": 4.0,
    "latency": 8.0,
    "consistency": 3.0
  },
  "pricing_normalized": {},
  "issues": [
    "No llms.txt found — agents must scrape HTML or guess endpoints",
    "Platform appears to be a municipal open data portal (Minneapolis) with no clear API-first design",
    "Crawl-delay of 60 seconds will severely hamper automated scraping",
    "No pricing model available — unclear if this is a service agents can recommend",
    "No structured data format (JSON/CSV export) disclosed in homepage preview",
    "Admin/session paths disallowed — may indicate auth complexity or limited public access"
  ],
  "recommendations": [
    "Add an llms.txt file describing available datasets and API endpoints",
    "Reduce crawl-delay or provide a proper API with rate limits documented",
    "Publish a getting-started guide for developers/agents showing how to query data programmatically",
    "Expose data in machine-readable formats (JSON, GeoJSON, CSV) with clear schema documentation",
    "Clarify whether authentication is needed for any public data access"
  ]
}
```