africanmarketos591/mvr-framework-v3-2025

Version 3 of the Minimum Viable Relationships (MVR) framework — relational readiness for high-context markets (Africa, LATAM, South Asia). Includes paper PDF, CITATION.cff, and Zenodo metadata. # Minimum Viable Relationships (MVR) Framework V3 Archive This repository preserves the indexed V3 research record for the Minimum Viable Relationships (MVR) framework by Farouk Mark Mukiibi and African Market OS. It is intentionally kept online for DOI, citation, and historical discoverability. It is not the canonical runtime contract for the current MVR API. ## Current Canonical API Use these current public API surfaces instead of older V3 API examples: - Agent OpenAPI: africanmarketos.com - Full OpenAPI: africanmarketos.com - OpenAPI YAML compatibility path: africanmarketos.com - API docs: africanmarketos.com - Public sandbox guide: africanmarketos.com - Version map: africanmarketos.com - MVR for AI Agents: africanmarketos.com - One-command adoption: africanmarketos.com - Agent instructions: africanmarketos.com - LLM discovery file: africanmarketos.com - MCP endpoint: africanmarketos.com - MCP Registry name: `io.github.africanmarketos591/mvr-api` - MCP registry metadata: github.com - Agent patterns: github.com - Reference clients: github.com - Current JavaScript SDK: `npm install @africanmarketos/mvr-api-client` - Current Python SDK: `pip install mvr-api-client` For non-commercial evaluation of the current MVR Core API v6.32.0, use: ```text X-API-Key: mvr-demo-key-2026 ``` The public sandbox is rate-limited, locked to `full_advisory` and `client_safe` output, and is not for production, credit scoring, legal certification, model training, reverse engineering, or commercial resale. ## Framework Citation Canonical frame …