q-mem-mcp-server 1.0.0

Amazon Q CLI용 대화 기억 및 세션 관리 MCP 서버 - ChromaDB 기반 실시간 동기화

Q Memory MCP Server

A Model Context Protocol (MCP) server that provides conversation memory and session management for Amazon Q CLI.

🎯 Key Features

• Automatic Conversation Saving: Real-time sync of Q CLI conversations to ChromaDB
• Session Management: Organize conversations by topics/sessions
• Context Restoration: Resume previous conversations with full context memory
• Semantic Search: Search through conversation history using natural language

🚀 Quick Start

1. Installation

cd /path/to/q-mem-mcp-server
pip install -e .

2. MCP Configuration

Add to ~/.config/q/mcp_config.json:

{
  "mcpServers": {
    "q-mem": {
      "command": "python",
      "args": ["-m", "q_mem_mcp.server"],
      "env": {}
    }
  }
}

3. Usage

# Start Q CLI
q chat

# Start a new session
start_session(description="Python Learning")

# Chat normally (automatically saved)
# ... have conversations ...

# List sessions
list_sessions()

# Resume session (loads full context)
resume_session(session_id="Python_Learning_0709_1234")

🛠️ Available Commands

Command	Description
start_session(description)	Start a new session
list_sessions()	List all sessions
resume_session(session_id)	Resume session with full context
search_memory_by_session_id(session_id, query)	Search previous conversations
delete_session(session_id, confirm=true)	Delete a session
get_storage_stats()	Check storage status

🔧 Technology Stack

• ChromaDB: Vector database for conversation storage and search
• SQLite WAL: Real-time sync with Q CLI database
• Sentence Transformers: Semantic search embeddings
• MCP Protocol: Communication with Amazon Q

📁 Data Storage

• ChromaDB: ~/.Q_mem/chroma_db/
• Sync State: ~/.Q_mem/sync_state.json
• Logs: ~/.Q_mem/q_mem.log

🔄 Auto-Sync Features

Q CLI conversations are automatically saved to ChromaDB in real-time:

• Real-time Detection: Checks for new conversations every 2 seconds
• Partial Failure Handling: Saves successful conversations even if some fail
• Auto Recovery: Automatically recovers from consecutive failures
• State Restoration: Restores sync state after restart

💡 Usage Tips

1. Session Organization: Separate conversations by topics
2. Semantic Search: Use natural language rather than exact keywords
3. Context Utilization: Use resume_session for complete conversation restoration
4. Regular Cleanup: Delete unnecessary sessions with delete_session

🐛 Troubleshooting

Q CLI Sync Issues

# Set environment variable
export Q_CLI_DB_PATH="/path/to/q/cli/database"

# Or check auto-detection
get_storage_stats()

ChromaDB Errors

# Recreate database
rm -rf ~/.Q_mem/chroma_db/
# Run start_session again

Memory Issues

# Clean up old sessions
cleanup_old_sessions(days=30, confirm=true)

📄 License

MIT License