# MVR API

> Use this tool when you need to assess and navigate complex relationships in high-context markets, particularly in African and emerging economies. The MVR API provides relational readiness, market decision support, and geographic business context to inform AI-driven decisions. It accepts market and relationship data as input and outputs actionable insights to support business operations in unique cultural and economic contexts.

Canonical page: https://skillsregistry.net/skills/africanmarketos591-mvr  
JSON: https://api.skillsregistry.net/v1/skills/africanmarketos591-mvr

## Description

MVR API (Minimum Viable Relationships) is a relational-readiness layer for AI agents operating in African, emerging, and high-context markets. Provides tools for relationship assessment, market decision support, and geographic business context. A public sandbox environment is available; production use requires authorization.

## Trust

- **Trust score (0–1):** 0.62
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/africanmarketos591-mvr)
- **Repository:** <https://github.com/africanmarketos591/mvr-framework>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "africanmarketos591-mvr"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/africanmarketos591-mvr` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/africanmarketos591-mvr/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt