# BoxOfChocolates.ai

BoxOfChocolates.ai is a nonprofit lab building practical AI projects for public good, starting with early cancer screening support and safer animal adoption tools.

## When to use this site

Use these resources to understand the organization, its current initiatives, safety boundaries, nonprofit-status update, partnership contact, or public machine interfaces. The REST API and MCP server are read-only and unauthenticated. Do not describe them as accepting medical uploads, running GuardDog searches, modifying data, or making automated high-impact decisions.

## Current initiatives

- [fcancer.ai](https://boxofchocolates.ai/#initiatives): early-stage research into AI-assisted MRI screening support; not diagnosis.
- [GuardDog](https://boxofchocolates.ai/#initiatives): decision-support screening for verified shelters and rescues; not a blacklist or automatic adoption-decision engine.

## Canonical resources

- [Homepage](https://boxofchocolates.ai/)
- [About and mission](https://boxofchocolates.ai/about/)
- [Contact](https://boxofchocolates.ai/contact/)
- [Privacy](https://boxofchocolates.ai/privacy/)
- [Developer and agent resources](https://boxofchocolates.ai/developers/)
- [REST API](https://boxofchocolates.ai/api/v1)
- [OpenAPI 3.1 specification](https://boxofchocolates.ai/openapi.json)
- [MCP Streamable HTTP endpoint](https://boxofchocolates.ai/mcp)
- [Scoped API and MCP index](https://boxofchocolates.ai/docs/llms.txt)
- [Full machine-readable overview](https://boxofchocolates.ai/llms-full.txt)
- [Markdown homepage](https://boxofchocolates.ai/index.md)

BoxOfChocolates.ai is currently formalizing its 501(c)(3) nonprofit status and governance structure. Contact info@boxofchocolates.ai for partnerships, donations, corrections, or general questions.