# MCPMake

> Use this tool when you need to manage and execute Python scripts efficiently, leveraging automatic argument schema extraction and validation to streamline workflows. It solves problems related to script organization, execution, and argument handling, providing a registry, execution history, and intelligent parsing. Ideal for use cases where Python scripts require robust management and automation, such as data processing, machine learning, or DevOps tasks.

Canonical page: https://skillsregistry.net/skills/shex1627-mcpmake  
JSON: https://api.skillsregistry.net/v1/skills/shex1627-mcpmake

## Description

Enables management and execution of Python scripts with automatic LLM-extracted argument schemas and validation. Provides script registry, execution history, and intelligent argument parsing like make but for Python scripts.

## Trust

- **Trust score (0–1):** 0.90
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/s22ogqmq4l)
- **Repository:** <https://github.com/shex1627/mcpmake>

## 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": "shex1627-mcpmake"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/shex1627-mcpmake` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/shex1627-mcpmake/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