# MPM-Coding

> Use this tool when you need to establish a reliable and stable environment for long-running AI coding workflows. MPM-Coding solves problems related to workflow interruptions and inconsistencies by providing a local MCP server, ensuring seamless execution of AI coding tasks. It accepts workflow inputs and outputs reliable results, ideal for use cases requiring uninterrupted and efficient AI coding processes.

Canonical page: https://skillsregistry.net/skills/io-github-halflifezyf2680-mpm-vibe-coding  
JSON: https://api.skillsregistry.net/v1/skills/io-github-halflifezyf2680-mpm-vibe-coding

## Description

Local MCP server for reliable long-running AI coding workflows.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 1.15.1
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-04-21

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.halflifezyf2680%2Fmpm-vibe-coding)
- **Repository:** <https://github.com/halflifezyf2680/MPM-Coding>

## 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": "io-github-halflifezyf2680-mpm-vibe-coding"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-halflifezyf2680-mpm-vibe-coding` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-halflifezyf2680-mpm-vibe-coding/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