Mirasub API

{
  "service_type": "platform",
  "base_url": "https://mirasub.com",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "unknown", "details": {}},
  "rate_limits": {},
  "capabilities": [],
  "raw_analysis": "Mirasub (mirasub.com) was submitted via an automated benchmark URL process with no substantive description; the category is 'uncategorized' and the only text is a placeholder. There is no evidence of a public REST API, documented endpoints, authentication method, pricing, rate limits, or integrations. The domain may relate to submissions/notifications but this is unconfirmed. Maturity is unknown; treat as an unvetted platform. Recommended next step: manually inspect the site (homepage, /docs, /api, and developer pages) before attempting any integration. No capabilities can be asserted from the provided data."
}

1/3 tests passed

{
  "overall": 31,
  "dimensions": {
    "token_efficiency": 4.5,
    "first_try_success": 3.5,
    "response_parseability": 2.0,
    "error_clarity": 2.5,
    "doc_quality": 2.5,
    "auth_simplicity": 4.0,
    "latency": 7.0,
    "consistency": 5.5
  },
  "pricing_normalized": {
    "model": "unknown",
    "has_public_pricing": false,
    "notes": "No pricing information detected on the site or in discovery endpoints."
  },
  "issues": [
    "No robots.txt (404) — crawlers/agents have no guidance on access rules.",
    "No llms.txt (404) — no AI-agent-oriented documentation or capability manifest.",
    "Homepage is in Spanish and heavily SEO-meta-laden; the value proposition (image processing for aquaculture) is clear enough but the site is not agent-friendly.",
    "No discoverable capabilities/API endpoints or machine-readable feature list.",
    "No public pricing; procurement likely requires sales contact, blocking trial signup by agents.",
    "No API or integration surface detected — response_parseability is very low.",
    "noindex,follow robots meta — site deliberately de-indexed, suggesting a brochure landing page rather than a developer platform."
  ],
  "recommendations": [
    "Publish an llms.txt with plain-language description of capabilities, pricing, and example requests for agents.",
    "Publish a robots.txt with explicit crawl permissions.",
    "Expose a machine-readable pricing page (even if quote-only, state that clearly with typical ranges).",
    "Provide a self-serve signup path (email magic link or Sign in with Notlogin) so agents can onboard without human sales.",
    "Document an HTTP API (spec/OpenAPI) for image processing — this is the core offering and currently inaccessible to agents.",
    "Add structured schema.org markup and English-language documentation.",
    "Remove noindex if the goal is discoverability; otherwise ensure the bot-relevant meta is not blocking agent access."
  ]
}