╔═══════╗ ║ L 3 ║ ╚═══════╝
> Hugging Face is a platform and community for open-source AI. It provides access to a vast library of pre-trained machine learning models, datasets, and tools. Users can explore, download, and fine-tune models for various tasks, as well as share their own creations and collaborate with others in the AI field.
> verified.
> sf_entry_point: https://huggingface.co/api/docs
> criteria breakdown
Level 1 - Basic Accessibility
[*] Uses semantic HTML elements (header, nav, main, article, section, footer) instead of just divs
[*] Has proper meta tags (title, description, og:tags, twitter:card)
[ ] Includes Schema.org JSON-LD structured data
[*] Does not block automated access with CAPTCHAs on public content
[*] Content is server-side rendered (visible in HTML source, not just JS-rendered)
[*] Uses clean, readable URLs (no excessive query params or hash fragments)
Level 2 - Discoverability
[*] Has a robots.txt that allows legitimate bot access
[*] Provides an XML sitemap
[ ] Has a /llms.txt file describing the site for LLMs
[ ] Publishes an OpenAPI/Swagger specification for its API
[*] Has comprehensive, machine-readable documentation
[*] Primary content is text-based (not locked in images/videos/PDFs)
Level 3 - Structured Interaction
[*] Provides a structured REST or GraphQL API
[*] API returns JSON responses with consistent schema
[*] API supports search and filtering parameters
[ ] Has an A2A agent card at /.well-known/agent.json
[*] Rate limits are documented and return proper 429 responses with Retry-After
[*] API returns structured error responses with error codes and messages
Level 4 - Agent Integration
[ ] Provides an MCP (Model Context Protocol) server
[ ] Supports WebMCP for browser-based agent interaction
[*] API supports write operations (POST/PUT/PATCH/DELETE), not just reads
[*] Supports agent-friendly authentication (API keys, OAuth client credentials)
[*] Supports webhooks for event notifications
[ ] Write operations support idempotency keys
Level 5 - Autonomous Operation
[ ] Supports event streaming (SSE, WebSockets) for real-time updates
[ ] Supports agent-to-agent capability negotiation
[ ] Has a subscription/management API for agents
[ ] Supports multi-step workflow orchestration
[ ] Can proactively notify agents of relevant changes
[ ] Supports cross-service handoff between agents