# PromptEngine-AI MCP

> PromptEngine-AI MCP — kalyelnlaurindo-promptengine-ai. Use this tool when you need to evaluate and refine AI prompts for optimal performance, solving issues like ambiguity and ineffective query formulation. It provides 5-dimension scoring, ambiguity detection, and XML prompt generation through the MCP protocol, accepting prompts as input and outputting refined prompts and scores. Ideal for use cases involving AI clients like OpenWebUI, Claude Desktop, and Cursor, requiring precise and effective prompt engineering.

Canonical page: https://skillsregistry.net/skills/kalyelnlaurindo-promptengine-ai  
JSON: https://api.skillsregistry.net/v1/skills/kalyelnlaurindo-promptengine-ai

## Description

Enables prompt evaluation and refactoring via MCP protocol, allowing clients like OpenWebUI, Claude Desktop, and Cursor to access the Eliezer prompt engineer's 5-dimension scoring, ambiguity detection, and XML prompt generation.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gsfuqyl038)
- **Repository:** <https://github.com/KalyelNLaurindo/PromptEngine-AI>

## 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": "kalyelnlaurindo-promptengine-ai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kalyelnlaurindo-promptengine-ai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kalyelnlaurindo-promptengine-ai/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