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ai-prompt-optimizer

io.github.lazymac2x/ai-prompt-optimizer
AI 및 에이전트 공개 · 연결 가능 MCP 2026-07-28

이 MCP로 할 수 있는 일

Analyzes, compares, estimates tokens for, and optimizes prompts for clarity and concision.

기능

도구

5 도구
analyze_prompt
Analyze a prompt for clarity score, filler patterns, ambiguity, and improvement suggestions.
입력 스키마 
{'type': 'object', 'required': ['prompt'], 'properties': {'prompt': {'type': 'string', 'maxLength': 32000, 'description': 'Prompt to analyze'}}}
compare_prompts
Compare two prompts. Returns winner by clarity score and token delta.
입력 스키마 
{'type': 'object', 'required': ['prompt_a', 'prompt_b'], 'properties': {'prompt_a': {'type': 'string', 'maxLength': 32000}, 'prompt_b': {'type': 'string', 'maxLength': 32000}}}
estimate_tokens
Estimate token count of a prompt or batch of texts.
입력 스키마 
{'type': 'object', 'properties': {'texts': {'type': 'array', 'items': {'type': 'string'}, 'maxItems': 50, 'description': 'Batch of texts'}, 'prompt': {'type': 'string', 'description': 'Single prompt to estimate'}}}
health_check
Check API health.
입력 스키마 
{'type': 'object', 'properties': {}}
optimize_prompt
Optimize a prompt by removing filler words, compressing verbosity, and returning token savings.
입력 스키마 
{'type': 'object', 'required': ['prompt'], 'properties': {'prompt': {'type': 'string', 'maxLength': 32000, 'description': 'Prompt to optimize'}}}
기록

최근 도구 변경

추가됨
health_check
2026년 9월 17일 12:43 PM
추가됨
compare_prompts
2026년 9월 17일 12:43 PM
추가됨
estimate_tokens
2026년 9월 17일 12:43 PM
추가됨
analyze_prompt
2026년 9월 17일 12:43 PM
추가됨
optimize_prompt
2026년 9월 17일 12:43 PM
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