African Market OS
@africanmarketos591
Market Relational-readiness for businesses, African Startups and permission infrastructure for AI agents in high-context markets.
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Published Tools
2 MCP Servers1 Agentacross 2 categoriesMVR API: Minimum Viable Relationships tools for relational readiness.
africanmarketos
Public-safe MVR API preflight wrapper for AI agents.
africanmarketos591
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, o
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