mcpbeat

MVR API - Minimum Viable Relationships MCP Server

io.github.africanmarketos591/mvr-api
answering

MVR API - Minimum Viable Relationships is answering right now. Last checked 1 min ago. It exposes 5 tools. Last commit 3 Aug 2026.

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

Uptime history 43 hours of history
43 hours agonow
100.0%
Uptime 24h
92 of 92 checks
5
Tools
read from the server
1180 ms
Response time
average over 24h
0
Stars
last commit 3 Aug 2026

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 1 min ago.

run in your terminal
claude mcp add mvr-api --transport http https://africanmarketos.com/mcp/preflight
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "mvr-api": {
      "url": "https://africanmarketos.com/mcp/preflight"
    }
  }
}
~/.codex/config.toml
[mcp_servers.mvr-api]
url = "https://africanmarketos.com/mcp/preflight"
.cursor/mcp.json
{
  "mcpServers": {
    "mvr-api": {
      "url": "https://africanmarketos.com/mcp/preflight"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "mvr-api": {
      "url": "https://africanmarketos.com/mcp/preflight"
    }
  }
}

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

mvr
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.
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 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.
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_first_call
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. Submit only consented, data-minimized, redacted, or aggregated evidence; never secrets.

Endpoints

URLTransportStateLatencyChecked
https://africanmarketos.com/mcp/preflight streamable-http answering 1282 ms 1 min ago

MVR API - Minimum Viable Relationships — questions

Answers built from our own checks of this server.

What can MVR API - Minimum Viable Relationships do?
It exposes 5 tools, read directly from the server on our last check. Among them: mvr_context_compile, mvr_decision_check, mvr_entity_resolve, mvr_evidence_completeness, mvr_first_call. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is MVR API - Minimum Viable Relationships working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 1180 ms. The bar chart above shows every period we have measured.
How do I connect MVR API - Minimum Viable Relationships?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does MVR API - Minimum Viable Relationships need an API key?
No. MVR API - Minimum Viable Relationships completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is MVR API - Minimum Viable Relationships?
It answers our handshake in 1180 ms on average, which is faster than 3% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is MVR API - Minimum Viable Relationships open source?
Yes — it is published under the NOASSERTION licence, written in HTML and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.