Developer and agent resources
BoxOfChocolates.ai provides public, read-only REST and MCP interfaces for official organization and initiative information. They expose no private records, user accounts, write operations, medical uploads, GuardDog searches, or automated decisions.
REST API
/api/v1— versioned API index/openapi.json— OpenAPI 3.1 specification/api-versioning.md— lifecycle policy; nov1deprecation is scheduled- Authentication: none
MCP
/mcp— Streamable HTTP endpoint/.well-known/mcp— Streamable HTTP discovery endpoint/.well-known/mcp/server-card.json— server identity and transport- Read-only tools:
get_organization,list_initiatives, andget_initiative
Discovery resources
/llms.txt— concise agent navigation and use guidance/docs/llms.txt— scoped API and MCP index/.well-known/ai-catalog.json— Agentic Resource Discovery catalog/.well-known/api-catalog— RFC 9727 API catalog/.well-known/agent-skills/index.json— Agent Skills discovery index
Safety and versioning
The interfaces are versioned at v1 and return structured JSON errors. Initiative results include explicit safety boundaries. They are informational only: fcancer.ai is not diagnosis, and GuardDog is not a blacklist, consumer background check, or automatic adoption-decision engine.