# just-runner-mcp

> Use this tool when you need to automate project workflows by executing commands defined in Justfiles, allowing AI assistants to discover and run recipes as MCP tools. It solves problems of workflow automation and tool discovery, enabling seamless integration with AI assistants. The tool takes Justfile recipes as input and outputs executable MCP tools, ideal for use in project development and automation contexts.

Canonical page: https://skillsregistry.net/skills/millsaj-just-runner-mcp  
JSON: https://api.skillsregistry.net/v1/skills/millsaj-just-runner-mcp

## Description

Exposes Just recipes as MCP tools, allowing AI assistants to discover and execute project commands defined in Justfiles.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/qpsogxl1ib)
- **Repository:** <https://github.com/millsaj/just-runner-mcp>

## 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": "millsaj-just-runner-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/millsaj-just-runner-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/millsaj-just-runner-mcp/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