# Software Development Prompts

> Use this tool when you need to automate repetitive software development tasks, such as code review and test case generation, and integrate AI assistance into your workflow. It provides a collection of pre-defined YAML prompts for common development tasks, with configurable JSON settings and seamless integration with existing workflows. Ideal for developers seeking to streamline tasks like refactoring, API documentation, and project architecture assistance through AI-powered tools.

Canonical page: https://skillsregistry.net/skills/gdli6177-prompt  
JSON: https://api.skillsregistry.net/v1/skills/gdli6177-prompt

## Description

MCP Prompt Server is a Node.js-based server that provides a collection of pre-defined YAML prompts for common software development tasks. It integrates with the Model Context Protocol SDK to expose these prompts as tools, including code review, refactoring, API documentation, test case generation, and project architecture assistance. The server is designed to be easily configurable through a JSON configuration file and can be integrated into existing development workflows, making it particularly valuable for developers looking to streamline repetitive writing and coding tasks through AI assistance.

## Trust

- **Trust score (0–1):** 0.95
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/gdli6177-prompt)
- **Repository:** <https://github.com/gdli6177/mcp-prompt-server>

## 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": "gdli6177-prompt"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/gdli6177-prompt` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/gdli6177-prompt/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