Qdrant RAG MCP Server

#!/bin/bash # Quick context loader for Claude Code sessions # Ensures the project is fully indexed and ready for editing set -e echo "🚀 Preparing Claude Code session with full context..." echo "" # Get the directory to index (default to current) TARGET_DIR="${1:-.}" cd "$TARGET_DIR" echo "📍 Project: $(basename $(pwd))" echo "📂 Path: $(pwd)" echo "" # Check if Claude Code is available if ! command -v claude &> /dev/null; then echo "❌ Claude Code CLI not found. Please install it first." exit 1 fi # Create a context file with project overview CONTEXT_FILE=".claude-context.md" echo "📝 Generating project context..." cat > "$CONTEXT_FILE" << EOF # Project Context for Claude Code ## Project: $(basename $(pwd)) **Path**: $(pwd) **Generated**: $(date) ## Quick Start Commands 1. **Check current context**: "What is my current project context?" 2. **Search codebase**: "Search for [term] in the codebase" 3. **Reindex if needed**: "Reindex this directory" 4. **Health check**: "Run health check" ## Project Structure \`\`\` $(find . -type f -name "*.py" -o -name "*.js" -o -name "*.ts" -o -name "*.json" -o -name "*.yaml" -o -name "*.yml" 2>/dev/null | grep -v node_modules | grep -v .git | grep -v __pycache__ | sort | head -20) ... \`\`\` ## Recent Changes \`\`\` $(git log --oneline -10 2>/dev/null || echo "No git history") \`\`\` ## Key Files $(find . -name "README.md" -o -name "package.json" -o -name "pyproject.toml" -o -name "Cargo.toml" -o -name "go.mod" 2>/dev/null | grep -v node_modules | head -10) --- *This file is auto-generated. Add to .gitignore if needed.* EOF echo "✅ Context file created: $CONTEXT_FILE" echo "" # Start Claude with auto-indexing echo "🔄 Starting Claude Code with auto-indexing..." echo "" echo "💡 First message suggestions:" echo " - 'Reindex this directory and show me the project structure'" echo " - 'What are the main components of this codebase?'" echo " - 'Search for the main entry point'" echo "" # Set auto-indexing for this session export QDRANT_RAG_AUTO_INDEX=true export QDRANT_RAG_DEBOUNCE=3.0 # Start Claude exec claude "$@"