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MCP server that enhances prompts for Claude Code using enterprise playbook rules

Project description

ClaudeBoost MCP

Supercharge your Claude Code prompts with enterprise-grade enhancement.

ClaudeBoost is an MCP server that transforms vague prompts into structured, enterprise-quality instructions. It classifies your prompt's domain, scores it across 6 dimensions, and rewrites it using playbook-powered rules.

Quick Start

1. Install

pip install claudeboost-mcp

2. Add to Claude Code

claude mcp add claudeboost -- claudeboost-mcp

Or add manually to ~/.claude/mcp_settings.json:

{
  "mcpServers": {
    "claudeboost": {
      "command": "claudeboost-mcp",
      "env": {
        "ANTHROPIC_API_KEY": "your-key-here"
      }
    }
  }
}

3. Set your Anthropic API key

export ANTHROPIC_API_KEY="sk-ant-..."

4. Use it

/boost build me an ETL pipeline

Or just type any prompt — ClaudeBoost auto-boosts all task prompts.

Features

  • 7 Domain Detection — Data Science, Data Engineering, Business Analytics, General Coding, Documentation, DevOps, Other
  • 6-Dimension Scoring — Specificity, Verification, Context, Constraints, Structure, Output (1-5 each, /30 total)
  • 3 Boost Levels — Light (clarify only), Medium (balanced), Full (enterprise playbook)
  • RLHF Feedback Loop — Rate boosts and leave feedback → improves future enhancements
  • Web Dashboard — View history, stats, score histograms at claudeboost.com

Commands

Command Description
/boost <prompt> Boost a specific prompt
/boost --login Sign in (opens browser)
/boost --logout Sign out
/boost-settings --level light|medium|full Change boost intensity
/boost-settings --auto true|false Toggle auto-boost
/boost-help Show all commands
--raw Add to end of prompt to skip boost

Requirements

  • Python 3.10+
  • Anthropic API key
  • Claude Code CLI

License

MIT

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