clarifyprompt-mcp
Context-aware MCP prompt compiler with a composable pipeline: clarify_with_user → ground_prompt OR optimize_prompt → critique_prompt, all in one call via compose_prompt. Persistent memory, knowledge packs, explicit token-budget curation, reflective learni
上下文感知的MCP提示编译器，具有可组合管道：clarify_with_user → ground_prompt 或 optimize_prompt → critique_prompt，全部通过compose_prompt一次性调用。持久记忆、知识包、显式令牌预算管理、反思学习...
How to install
npx -y clarifyprompt-mcp About
ClarifyPrompt MCP A **context-aware MCP prompt compiler** that transforms vague prompts into platform-optimized prompts for 60+ AI platforms across 7 categories — grounded in your workspace signals (CLAUDE.md, AGENTS.md, .cursorrules, package.json), resolved intent, and the capabilities of the target model. Send a raw prompt. ClarifyPrompt gathers the right context, resolves what you're actually trying to do, and returns a version specifically optimized for Midjourney, DALL-E, Sora, Runway, Higgsfield, ElevenLabs, Claude, ChatGPT, Cursor, or any of the 60+ supported platforms — with the right …
Recommendation signals
Meta
- License
- Apache-2.0
- Language
- TypeScript
- GitHub stars
- 13
- mo. downloads
- 435
- Last push
- 2026-07-14
- Created
- 2026-02-26
Basic safety check
- Findings
- None
- Sources
- curated:punkpeye/awesome-mcp-servers
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