MVR API Python Client v6.32.0 - Agent-Ready SDK for Minimum Viable Relationships

This Figshare record points to the current Python client source for MVR API v6.32.0, the Minimum Viable Relationships relational-readiness API published by African Market OS.
Canonical current source:- GitHub: github.com Package name: mvr-api-client- Agent OpenAPI: africanmarketos.com Sandbox guide: africanmarketos.com AI-agent instructions: africanmarketos.com MCP endpoint: africanmarketos.com MCP registry name: io.github.africanmarketos591/mvr-api- Machine-readable license: africanmarketos.com
The client uses X-API-Key authentication and targets the current public agent-safe endpoints including /v1/auth-check, /v1/entity-resolve, /v1/evidence-completeness, /v1/decision-check, /v1/model-card, and /v1/capabilities.
Public sandbox evaluation uses X-API-Key: mvr-demo-key-2026 for non-commercial evaluation only. Sandbox responses are rate-limited, full_advisory, client_safe, illustrative_only, and not_for_production. Commercial, production, SaaS, consulting, or AI-agent deployment use requires authorization from African Market OS. Contact: info@africanmarketos.com.
Private runtime source code, private calibration assets, production keys, and tenant data are not published in this SDK record.