# Creator

> Use this tool when you need to rapidly prototype and generate custom MCP servers with AI-guided workflows and automated template management. It solves problems related to server creation, workflow automation, and best practice implementation, accepting inputs such as template customizations and outputting fully functional MCP servers. Ideal for use cases like rapid prototyping, automated server scaffolding, and building AI assistants that generate custom MCP integrations on demand.

Canonical page: https://skillsregistry.net/skills/angrysky56-creator  
JSON: https://api.skillsregistry.net/v1/skills/angrysky56-creator

## Description

This MCP Creator server by AI Workspace provides a meta-MCP development platform that generates other MCP servers through AI-guided workflows, offering tools for server creation with customizable templates (basic and FastMCP), template management, workflow automation, and AI guidance for best practices. Built with Python using FastMCP and featuring Jinja2 templating, Pydantic configuration management, async workflow execution, and comprehensive error handling, the implementation includes pre-built templates for Python servers with proper signal handling, lifecycle management, and MCP SDK patterns. The server supports both programmatic generation through tools and a Gradio web interface for interactive development, with built-in guidance resources covering security, performance, and coding standards, making it valuable for rapid MCP server prototyping, automated server scaffolding, and building AI assistants that can generate custom MCP integrations on demand.

## Trust

- **Trust score (0–1):** 0.33
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/angrysky56-creator)
- **Repository:** <https://github.com/angrysky56/mcp-creator-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": "angrysky56-creator"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/angrysky56-creator` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/angrysky56-creator/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