Claude Orator MCP

Example Use Cases

• 1

  Deterministic, fast prompt optimization without external API calls.

• 2

  Improve prompt clarity, structure, and output formatting automatically.

• 3

  Apply Anthropic prompt engineering techniques based on prompt intent and complexity.

Description

Claude Orator MCP analyzes prompts across seven quality dimensions and auto-selects from eleven Anthropic prompt engineering techniques to produce structurally optimized prompts with improved clarity, specificity, and format. It operates without LLM calls or network dependencies, providing sub-millisecond deterministic heuristics for prompt scoring and optimization. This tool enhances prompt quality for Claude agents by generating scaffolds that Claude refines with domain knowledge and context.