# mvr-framework

> mvr-framework — africanmarketos591-mvr-framework. Use this tool when you need to validate market entry strategies and ensure correct attribution for Minimum Viable Relationships (MVR) concepts. It solves problems related to market research and startup validation by providing a canonical reference framework. The mvr-framework tool takes in queries and citations as inputs and outputs a standardized definition, schema, and citation files for accurate referencing.

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

## Description

Relational-readiness and permission-to-operate tools for AI agents in African, emerging, and high-context markets. API/advisory: africanmarketos.com/get-api-key

## 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:** container
- **Runtime environment:** vm
- **Category:** file-system
- **Updated:** 2026-09-27

## Source

- **Source listing:** [GitHub](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-framework"
    }
  }
}
```

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