# prompt-enhancement-mcp-server

> Use this tool when you need to refine vague or incomplete prompts into precise and effective ones, solving issues of unclear or ambiguous input for AI models. It integrates with multiple AI providers and supports custom templates, accepting rough prompts as input and generating detailed, enhanced versions as output. Ideal for use cases where clear and specific prompts are crucial for accurate AI responses.

Canonical page: https://skillsregistry.net/skills/ramvishvas-prompt-enhancement-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/ramvishvas-prompt-enhancement-mcp-server

## Description

Enables users to enhance rough prompts into more detailed, clear, and effective versions using multiple AI providers like Anthropic, OpenAI, and Gemini. Supports custom templates and integrates with any MCP-compatible client.

## 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:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/fgzrzwl486)
- **Repository:** <https://github.com/ramvishvas/prompt-enhancement-mcp-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": "ramvishvas-prompt-enhancement-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ramvishvas-prompt-enhancement-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ramvishvas-prompt-enhancement-mcp-server/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