Use this read-only MCP server when an AI agent is considering market entry, product launch, investment, partnership, pilot, or scale in an African or other high-context market. The Minimum Viable Relationships (MVR) preflight identifies missing local evidence, stakeholder and guardian gaps, trust and market-permission risks, entity ambiguity, and the maximum safe next action. The public five-tool profile is keyless and abstention-safe. It does not provide legal, regulatory, credit, investment, or launch authorization; first-call and sandbox outputs are explicitly not verdicts.
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First seen 2 Oct 2026. One server, whatever directories list it: each directory listing keeps its own page and history.
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| Directory | Listing | Tier | First seen |
|---|---|---|---|
| Smithery | African Market OS - MVR Preflight | - | 2 Oct 2026 |