MVR API Minimum Viable Relationships
Check relational-readiness and market-permission constraints before you scope launches in African and other high-context markets.
Overview
io.github.africanmarketos591/mvr-api is a MCP server for the Validate phase that exposes Minimum Viable Relationships market-permission and readiness tools for African markets.
What is this MCP server?
- Minimum Viable Relationships (MVR) tooling from African Market OS with public OpenAPI docs
- Published SDKs: @africanmarketos/mvr-api-client@6.32.1 and mvr-api-client==6.32.1
- Sandbox key mvr-demo-key-2026 for non-commercial evaluation per publisher metadata
- Agent-oriented OpenAPI at africanmarketos.com/api/openapi.agent.json plus agent recipes doc
- mvrBench benchmark reference linked from registry publisher metadata
- SDK versions 6.32.1 on npm (@africanmarketos/mvr-api-client) and PyPI (mvr-api-client)
- Public sandbox key identifier mvr-demo-key-2026 in publisher metadata
- mvrBench benchmark URL referenced in registry _meta
What problem does it solve?
Founders treat African expansion like plug-and-play SaaS and discover too late that relationship and permission gates block distribution.
Who is it for?
Indie builders testing African or high-context market entry who want agent-assisted permission checks tied to documented OpenAPI and recipes.
Skip if: Teams needing generic worldwide company enrichment with no relationship or permission framing.
What do I get? / Deliverables
After connecting the server, your agent can call MVR readiness and permission-oriented tools while you narrow MVP scope to what the market actually allows.
- Agent-accessible MVR readiness and permission tool surface
- Scope notes grounded in publisher capabilities and agent OpenAPI
- Clear handoff data for Validate landing or pricing decisions
Recommended MCP Servers
Journey fit
How it compares
Market-permission API MCP, not a code-review or security audit skill.
Common Questions / FAQ
Who is io.github.africanmarketos591/mvr-api for?
Solo builders and small teams evaluating African and high-context markets where relational readiness matters as much as feature lists.
When should I use io.github.africanmarketos591/mvr-api?
Use it during Validate scope (and early Idea audience work) before you lock pricing, partnerships, or launch promises.
How do I add io.github.africanmarketos591/mvr-api to my agent?
Register the MCP server from the registry entry, follow African Market OS sandbox guidance (including mvr-demo-key-2026 where applicable), and align tool calls with openapi.agent.json and agent-recipes.md.