# claude-orator-mcp

> Use this tool when you need to optimize prompts for Claude Code, as it scores and refines prompts across 7 quality dimensions and leverages 11 Anthropic techniques to generate a structural scaffold. This tool solves problems related to prompt quality and effectiveness, providing a deterministic approach to prompt optimization. It takes in prompts as input and returns an optimized structural scaffold as output, making it ideal for use cases where precise and effective language generation is crucial.

Canonical page: https://skillsregistry.net/skills/vvkmnn-claude-orator-mcp  
JSON: https://api.skillsregistry.net/v1/skills/vvkmnn-claude-orator-mcp

## Description

An MCP server for deterministic prompt optimization in Claude Code. Score prompts across 7 quality dimensions, auto-select from 11 Anthropic techniques, and return a structural scaffold.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gcykpysdtf)
- **Repository:** <https://github.com/Vvkmnn/claude-orator-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": "vvkmnn-claude-orator-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/vvkmnn-claude-orator-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/vvkmnn-claude-orator-mcp/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