Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://wellknown.ai",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {
"type": "unknown",
"details": {}
},
"rate_limits": {},
"capabilities": [
"AI plugin registry",
"plugin discovery",
"plugin listing/metadata"
],
"raw_analysis": "Wellknown (wellknown.ai) is described as 'A registry of AI Plugins,' categorised under 'ai' and 'api'. Based on this minimal information, it appears to be a directory/registry platform for discovering and cataloguing AI plugins (likely tools, integrations, or extensions built on top of LLM platforms such as ChatGPT plugins, or similar agent/plugin ecosystems). Its primary audience would be developers, AI enthusiasts, and platform integrators looking to discover or publish AI plugins. There is insufficient public information to determine maturity, ownership, or governance. No public documentation of a REST API was found via the provided content — the 'api' category may only refer to the domain's subject matter (AI plugins), not to an exposed API for the registry itself. No authentication requirements are documented, and no endpoints can be enumerated. Pricing is unknown; registries of this nature are commonly free to browse and may charge for featured listings, but this is speculation. Integrations are unknown, though a plugin registry would logically integrate with one or more AI plugin marketplaces or hosts. Because no API surface, auth scheme, documented endpoints, or rate limits could be confirmed, this profile should be treated as an informational directory entry rather than an integrable API service. Further reconnaissance (site crawl, robots.txt, /docs, /api, OpenAPI manifest probing) is required before any programmatic integration could be attempted."
}2/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 221ms |
| robots_txt | GET /robots.txt | 200 | 63ms |
| llms_txt | GET /llms.txt | None | 56ms |
{
"overall": 52,
"dimensions": {
"token_efficiency": 6.0,
"first_try_success": 6.0,
"response_parseability": 7.0,
"error_clarity": 4.0,
"doc_quality": 4.0,
"auth_simplicity": 5.0,
"latency": 9.0,
"consistency": 6.0
},
"pricing_normalized": {
"type": "unknown",
"notes": "No public pricing information discovered; capability set implies a registry/discovery service, likely free or unspecified."
},
"issues": [
"Pricing model is unknown — agents cannot inform users about cost implications.",
"No llms.txt endpoint — the server disconnects without responding, indicating no agent-oriented discovery surface.",
"Documentation quality is unclear; no help/getting-started content was surfaced in checks.",
"Auth flow not described — unclear whether signup is magic-link, SSO, or API-key based.",
"Only 3 checks ran; limited signal on consistency and error semantics."
],
"recommendations": [
"Publish a stable /llms.txt or /docs.json for agent-readable discovery.",
"Expose a public, structured listing API (JSON) for plugins so agents can parse catalog data instead of scraping HTML.",
"Document pricing (even 'free') and rate limits clearly in a machine-readable format.",
"Add explicit auth documentation: preferred credential type, token lifetime, and scope model.",
"Provide a status page or health endpoint to strengthen consistency signals.",
"Ship a getting-started guide with a copy-pasteable API example to reduce first-try failure."
]
}Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
<a href="https://prowl.world/service/wellknown">
<img src="https://prowl.world/badge/wellknown.svg" height="56" alt="Agent-readiness on Prowl">
</a>
See operational metrics, LLM evaluations, agent readiness, and more.
Open in Dashboard