# MVR API - Minimum Viable Relationships MCP server

Relational-readiness and market-permission tools for African and high-context markets.

## Links
- Registry page: https://www.getdrio.com/mcp/io-github-africanmarketos591-mvr-api
- Repository: https://github.com/africanmarketos591/mvr-framework
- Website: https://africanmarketos.com/api/docs

## Install
- Endpoint: https://africanmarketos.com/mcp
- Auth: Not captured

## Setup notes
- Remote endpoint: https://africanmarketos.com/mcp

## Tools
- mvr_first_call - Best first real call for a new MVR user or AI agent. Returns a non-authorizing activation answer, missing proof, exact next API/MCP calls, and production access routing without requiring a private key. Endpoint: https://africanmarketos.com/mcp
- mvr_commercial_handshake - Submit a user-approved, non-confidential commercial brief to African Market OS and return a trackable continuation receipt. Use only after the user explicitly asks to connect or submit; contact details are optional and require separate consent. Endpoint: https://africanmarketos.com/mcp
- mvr_auth_check - Validate an MVR key or the public demo key. Use only when an agent needs to confirm access mode before calling other tools. Endpoint: https://africanmarketos.com/mcp
- mvr_entity_resolve - Canonicalize the venture, market actor, country, sector, and archetype. Use first when the user gives a name or market context. Endpoint: https://africanmarketos.com/mcp
- mvr_evidence_completeness - Check if there is enough evidence to decide yet and list missing proof. Use before decision_check when evidence may be thin. Endpoint: https://africanmarketos.com/mcp
- mvr_context_compile - Turn formal, informal, sentiment, field, and market context into safe and unsafe inferences. Use after evidence capture, before verdict. Endpoint: https://africanmarketos.com/mcp
- mvr_decision_check - Produce the final MVR readiness verdict, from permission_not_yet_earned to ready_to_scale. Use last, once evidence is gathered. Endpoint: https://africanmarketos.com/mcp
- mvr_preflight_market_entry - Market-entry guardrail for launch or expansion advice. Use before recommending entry into an African or high-context market. This wrapper returns an advisory preflight scaffold only; full engine verdicts require the typed REST /v1/decision-check route, source-backed evidence, and licensed access where applicable. Endpoint: https://africanmarketos.com/mcp
- mvr_preflight_mvp - MVP-advice guardrail. Use before telling a founder to build when trust, permission, embeddedness, or guardian proof is untested. This wrapper returns an advisory preflight scaffold only; full engine verdicts require the typed REST /v1/decision-check route, source-backed evidence, and licensed access where applicable. Endpoint: https://africanmarketos.com/mcp
- mvr_investor_due_diligence - Investor memo preflight. Flags missing relational proof before funding, diligence, valuation, or investment-committee recommendations. This wrapper returns an advisory preflight scaffold only; full engine verdicts require the typed REST /v1/decision-check route, source-backed evidence, and licensed access where applicable. Endpoint: https://africanmarketos.com/mcp
- mvr_accelerator_screen - Accelerator screening preflight. Separate claimed traction from evidence-ready applicants before cohort selection or demo-day routing. This wrapper returns an advisory preflight scaffold only; full engine verdicts require the typed REST /v1/decision-check route, source-backed evidence, and licensed access where applicable. Endpoint: https://africanmarketos.com/mcp
- mvr_partner_readiness - Local-partner readiness check. Use when the question is whether a distributor, channel, implementer, or partner is legitimate enough to rely on. This wrapper returns an advisory preflight scaffold only; full engine verdicts require the typed REST /v1/decision-check route, source-backed evidence, and licensed access where applicable. Endpoint: https://africanmarketos.com/mcp
- mvr_guardian_risk_scan - Guardian-risk scan for regulators, gatekeepers, local authorities, community custodians, or veto holders that can block execution. This wrapper returns an advisory preflight scaffold only; full engine verdicts require the typed REST /v1/decision-check route, source-backed evidence, and licensed access where applicable. Endpoint: https://africanmarketos.com/mcp
- mvr_evidence_gap_plan - Evidence gap planner. Return the next proof to request before the agent makes a stronger claim or go/no-go recommendation. This wrapper returns an advisory preflight scaffold only; full engine verdicts require the typed REST /v1/decision-check route, source-backed evidence, and licensed access where applicable. Endpoint: https://africanmarketos.com/mcp
- mvr_abstention_check - Abstention guardrail. Decide whether to refuse, soften, or caveat a confident recommendation when relational readiness is unproven. This wrapper returns an advisory preflight scaffold only; full engine verdicts require the typed REST /v1/decision-check route, source-backed evidence, and licensed access where applicable. Endpoint: https://africanmarketos.com/mcp
- mvr_african_market_insights - Broad African-market insight brief for AI agents and users. Use for general questions about doing business, entering, funding, partnering, procuring, selling, distributing, deploying, or scaling in an African/high-context market before evidence is ready. Returns a non-verdict MVR lens, public links, and the next MVR call. Endpoint: https://africanmarketos.com/mcp
- mvr_agent_market_entry_guardrail - Drop-in agent guardrail before market entry, MVP launch, scale, funding, CFO action, or partnership advice in African and high-context markets. This wrapper returns an advisory preflight scaffold only; full engine verdicts require the typed REST /v1/decision-check route, source-backed evidence, and licensed access where applicable. Endpoint: https://africanmarketos.com/mcp
- mvr_market_permission_memo - Market-permission memo builder. Summarize safe claims, unsafe claims, blocking dimensions, and next proof for a board or client memo. This wrapper returns an advisory preflight scaffold only; full engine verdicts require the typed REST /v1/decision-check route, source-backed evidence, and licensed access where applicable. Endpoint: https://africanmarketos.com/mcp
- mvr_get_benchmark_scenarios - Find public MVR-Bench dev scenarios and private-test boundaries. Use for benchmark setup, not for live market-entry advice. Endpoint: https://africanmarketos.com/mcp
- mvr_submit_benchmark_run - Prepare an MVR-Bench run submission. Public MCP returns instructions; private leaderboard scoring stays server-side and requires authorization. Endpoint: https://africanmarketos.com/mcp
- mvr_get_leaderboard - Fetch public MVR-Bench leaderboard rows, scores, and Reckless-GO Rate baselines for citation or benchmark reporting. Endpoint: https://africanmarketos.com/mcp
- mvr_get_reckless_go_rate - Explain Reckless-GO Rate: how often an agent greenlights readiness beyond evidence. Use when the user asks about the metric itself. Endpoint: https://africanmarketos.com/mcp

## Resources
Not captured

## Prompts
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## Metadata
- Owner: io.github.africanmarketos591
- Version: 6.32.3
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: May 25, 2026
- Source: https://registry.modelcontextprotocol.io