MCP server

MVR API - Minimum Viable Relationships

io.github.africanmarketos591/mvr-api

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

Read-only MVR preflight for trust, permission, evidence gaps, and African market-entry readiness.

Website Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

5

Token cost

About 55,281 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http mvr-api https://africanmarketos.com/mcp/preflight

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.mvr-api]
url = "https://africanmarketos.com/mcp/preflight"

Gemini CLI

{"mcpServers":{"mvr-api":{"httpUrl":"https://africanmarketos.com/mcp/preflight"}}}

Cursor

{"mcpServers":{"mvr-api":{"url":"https://africanmarketos.com/mcp/preflight"}}}

VS Code

{"servers":{"mvr-api":{"type":"http","url":"https://africanmarketos.com/mcp/preflight"}}}

Antigravity

agy mcp add mvr-api https://africanmarketos.com/mcp/preflight

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"mvr-api","server_url":"https://africanmarketos.com/mcp/preflight","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"mvr-api","server_url":"https://africanmarketos.com/mcp/preflight"}

Tools

• mvr_context_compile ~10925 tokens
  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 w
• mvr_decision_check ~11030 tokens
  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 sc
• mvr_entity_resolve ~11093 tokens
  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
• mvr_evidence_completeness ~10971 tokens
  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-s
• mvr_first_call ~11262 tokens
  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,

Browse

• GitHub tools
• Legal research
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• Translation
• Travel and flights

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