# AI Validation MCP Server

> Use this tool when you need to refine user prompts for more accurate and comprehensive AI responses, especially for technical, creative, or analytical content. It solves problems of poorly structured prompts and provides visual feedback on applied optimizations. The AI Validation MCP Server takes in user prompts and outputs enhanced, expert-level prompts with visual feedback on optimizations applied.

Canonical page: https://skillsregistry.net/skills/jadenmaciel-ai-validation-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/jadenmaciel-ai-validation-mcp-server

## Description

Automatically enhances user prompts by applying expert-level prompt engineering techniques tailored to technical, creative, or analytical content types. It provides visual feedback on applied optimizations to ensure higher quality, structured, and more comprehensive AI responses.

## Trust

- **Trust score (0–1):** 0.97
- **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:** [Glama](https://glama.ai/mcp/servers/kie2f5iiyf)
- **Repository:** <https://github.com/jadenmaciel/ai-validation-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": "jadenmaciel-ai-validation-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jadenmaciel-ai-validation-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jadenmaciel-ai-validation-mcp-server/pull`

---
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