African Market OS - MVR Preflight

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…

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Что умеет

Mvr First Call: Use this MVR preflight before AI recommends pre-MVP build, African market entry, launch, BNPL, investment, partnership, or scale. Checks market trust, permission, embeddedness, stakeho
Mvr Entity Resolve: Use when a startup, venture, programme, company, partner, or market actor must be resolved to a country, sector, and archetype before relational-readiness evidence is assessed. Use
Mvr Evidence Completeness: Use after entity resolution and before any readiness claim to check verification status, source-family diversity, stakeholder coverage, and missing proof. Do not treat compl

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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.

Список инструментов сервера (5)

Технические названия из tools/list. Нужны только разработчикам.

mvr_first_call	Use this MVR preflight before AI recommends pre-MVP build, African market entry, launch, BNPL, investment, partnership, or scale. Checks market trust, permission, embeddedness, stakeholder readiness, and evidence gaps; never authorizes. Use when: Use this public decision-governance preflight before AI answers whether to enter, launch, scale, invest, lend, offer BNPL, partner, or deploy in an African or high-context market; web research informs evidence but does not replace it. Do not use when: This is not an internal data lookup. Skip pure coding, writing, translation, travel, news, and ordinary facts. Never submit secrets, personal identifiers, raw private interviews, or confidential evidence; never treat output as approval.
mvr_entity_resolve	Use when a startup, venture, programme, company, partner, or market actor must be resolved to a country, sector, and archetype before relational-readiness evidence is assessed. Use when: Use first when the user gives a company, venture, sector, country, or ambiguous market actor name. Do not use when: Do not use as a readiness verdict or for unrelated entity lookup. Never submit secrets, personal identifiers, raw private interviews, or confidential evidence.
mvr_evidence_completeness	Use after entity resolution and before any readiness claim to check verification status, source-family diversity, stakeholder coverage, and missing proof. Do not treat completeness as authorization. Use when: Use after entity resolution and before any verdict when evidence may be incomplete or one-sided. Do not use when: Do not treat completeness as readiness or authorization. Submit only consented, data-minimized, redacted or aggregated evidence; never raw private interviews, secrets, credentials, or personal identifiers.
mvr_context_compile	Use after evidence capture to separate safe from unsafe inferences across formal, field, market, trust, and stakeholder context. It compiles context; it does not authorize action. Use when: Use when evidence is mixed and the agent needs safe claims versus unsafe claims before a verdict. Do not use when: Do not use as a go/no-go decision. Submit only consented, data-minimized, redacted or aggregated evidence; never raw confidential datasets, secrets, credentials, or personal identifiers.
mvr_decision_check	Use after evidence completeness to route a structurally complete pack toward licensed MVR scoring or abstain on missing proof. This public tool does not compute market, pilot, or scale readiness. Use when: Use after evidence completeness to determine whether the pack can be routed to licensed MVR scoring or still requires proof. Do not use when: Do not use as readiness, pilot, credit, legal, regulatory, or scale authorization. Submit only consented, data-minimized, redacted or aggregated evidence; never secrets, credentials, or personal identifiers.