Agent Memory Mcp

What it does

This skill, hainamchung-agent-memory-mcp, provides an Agent Memory Cache using Microsoft Cosmos DB. It allows agents to store and retrieve information across multiple interactions, enabling them to maintain context and build upon previous conversations or tasks. This persistent memory improves agent performance in complex workflows requiring long-term recall.

When to use it

• Complex Task Management: For agents handling multi-step processes that require remembering details from earlier steps (e.g., booking travel arrangements).
• Personalized Interactions: To enable agents to remember user preferences or past interactions for a more tailored experience.
• Knowledge Base Integration: To store and retrieve information from an external knowledge base, allowing the agent to answer questions based on previously accessed data.
• Long-Running Conversations: When you need an agent to maintain context over extended conversations that span multiple sessions.

Key capabilities

• Microsoft Cosmos DB integration for persistent memory storage
• Agent Memory Cache functionality
• Ability to store and retrieve information across interactions

Example prompts

• "Remember I prefer flights with window seats."
• "What was the last item I added to my shopping list?"
• "Based on our previous conversations, what are my dietary restrictions?"

Tips & gotchas

• Requires a Microsoft Cosmos DB account and connection string for proper functionality.
• Consider data privacy and security implications when storing user information in persistent memory.