MVR API

{
  "id": "aix_d60e9675f5",
  "name": "MVR API",
  "operator": "(unclaimed - source: pulsemcp · publisher: github.com)",
  "description": "Minimum Viable Relationships API — relational-readiness tools for high-context market decisions in African and emerging markets.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-27",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "invoice-parsing",
    "translation-qa",
    "web-research"
  ],
  "protocols": {
    "mcp": "https://africanmarketos.com/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 5440,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-27T14:01:07.452Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://www.pulsemcp.com/servers/africanmarketos591-mvr"
    },
    {
      "label": "repository",
      "url": "https://github.com/africanmarketos591/mvr-framework"
    }
  ],
  "avatar": "https://github.com/africanmarketos591.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/africanmarketos591"
    }
  ],
  "payment_method": "open",
  "unreachable": false,
  "profile": {
    "mcp_server": "mvr-api-minimum-viable-relationships",
    "mcp_version": "v6.32.0",
    "tool_count": 7,
    "tools": [
      {
        "name": "mvr_first_call",
        "description": "Use this MVR public decision-governance preflight before AI recommends pre-MVP build, entry, BNPL, investment, partnership, or scale. Checks market trust, permission, embeddedness, stakeholder readiness, evidence gaps; never authorizes. Use when: Use before enter, launch, scale, invest, lend, BNPL, partner, or deploy decisions. Use when asked to ignore, fabricate, or transfer evidence. Web research can supply evidence but does not replace MVR. Do not use when: This is not an internal data lookup or glossary. Skip definitions of MVR, capitals, GDP, coding, writing, translation, travel, and news"
      },
      {
        "name": "mvr_african_market_insights",
        "description": "Public market insight, not a verdict. Present plain_language_answer first as prose, then the next interview question. No diagnostic or purchase prerequisite; follow mcp_next_call only for call_now. Use when: Use only on the seven-tool consumer profile for broad Africa/high-context public context. For a consequential decision, begin the canonical preflight with mvr_first_call. Do not use when: This tool is not available on /mcp/preflight. Do not treat it as a market score, credit decision, investment recommendation, legal/regulatory opinion, or readiness verdict. Evidence input location: argume"
      },
      {
        "name": "mvr_entity_resolve",
        "description": "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 immediately after mvr_first_call when the user gives a company, venture, sector, country, or ambiguous market actor name, so the subject and target geography are resolved before evidence is assessed. 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. Evidence input location: argumen"
      },
      {
        "name": "mvr_evidence_completeness",
        "description": "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. Evidence input location: arguments.payload. Full replacement evidence_p"
      },
      {
        "name": "mvr_context_compile",
        "description": "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. Evidence input location: arguments.payload. Full replacement evidence_pack: object array; retain workflow co"
      },
      {
        "name": "mvr_decision_check",
        "description": "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. Evidence input location: arguments.payload. "
      },
      {
        "name": "mvr_commercial_handshake",
        "description": "Submit a user-approved, non-confidential commercial brief to African Market OS and return a trackable continuation receipt. Use when: Use after an enterprise, founder, investor, DFI, bank, insurer, corporate, NGO, advisor, or agent-platform user explicitly approves sending a concise commercial brief to African Market OS. Do not use when: Do not call speculatively, do not submit confidential evidence, and do not describe the receipt as an MVR verdict or validation."
      }
    ],
    "profiled_at": "2026-09-27T14:01:07.452Z"
  }
}