EnzoPython3/amaphupho-webmcp

Amaphupho: an African dream interpretation platform extended with WebMCP so AI agents can interpret dreams, explore cultural symbols, and securely search a user’s dream journal. # Amaphupho WebMCP Amaphupho is a culturally grounded African dream interpretation platform extended with WebMCP so AI agents can use specialist cultural tools without scraping the interface or bypassing product rules. Live application: amaphupho.co.za ## WebMCP Challenge extension Amaphupho existed before the challenge. The WebMCP functionality was added after 25 August 2026 as a distinct extension. This public repository preserves a clean review path: 1. `Initial commit` was created on GitHub. 2. `chore: import pre WebMCP integration baseline` records the relevant pre WebMCP application boundary. 3. `feat: add WebMCP challenge extension` adds the challenge implementation, tests, evals, and verification workflow. The private production repository contains unrelated operational history and historical backup material, so it is not published. This repository is the reviewable challenge source. It contains a standalone WebMCP verification application, the actual WebMCP tool contracts, production facing adapters used by those tools, deterministic tests, eval cases, provenance documentation, and configuration templates. Production credentials are never committed. The live site and this repository contain the same WebMCP tool definitions submitted for judging. The pre extension production source boundary is private commit `0deee9d2f2395145fa8bc5b41d53101155339d8f`. ## Registered tools | Tool | Purpose | Access and side effects | | --- | --- | --- | | `interpret_dream` | Interpret a dream through Amaphupho's production analysis path | Sign in required. Consumes one normal interpretation credit and saves the result to the private journal. | | `search_dream_symbols` | Search culturally grounded African dream symbol data | Public, read only, no credit use. | | `search_dream_journal` | Search the current user's private Amaphupho journal | Sign in required, read only, scoped to the authenticated user. | The tools are registered through `document.modelCon …