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LumabyteCo/clarifyprompt-mcp

MCP Developer Tools

MCP server for AI prompt optimization — transforms vague prompts into platform-optimized prompts for 58+ AI platforms across 7 categories (image, video, voice, music, code, chat, document).

TypeScript Latest v1.12.1 · 1mo ago Security brief →

Features

  • Compiles vague prompts into platform‑specific optimized versions for over 60 AI services
  • Grounds prompts in workspace context (e.g., active file, package.json, git state) to resolve intent automatically
  • Provides an interactive compose panel via MCP Apps for live diff and critique scores

Recent releases

View all 27 releases →
No immediate action
v1.12.1 Bug fix

Prompt generation reliability

Monitor
v1.12.0 Mixed

A2A support + Hardening + Streaming

Review required
v1.11.0 Mixed
Auth Breaking upgrade

Streamable HTTP + session isolation fix

No immediate action
v1.10.0 New feature

Cancellable compose with progress

Upgrade now
v1.9.0 New feature
Dependencies Breaking upgrade

Interactive clarification UI

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About

Stars
11
Forks
2
Languages
TypeScript JavaScript HTML
Downloads/week
794 ↑1448%
NPM Maintainers
1 Single npm maintainer
Contributors
2
TypeScript
Types included ✓

Install & Platforms

Install via
npm

Beta — feedback welcome: [email protected]