Memory Integration

[iUnnati31]

While building a chatbot, can we store the chat history of the users in a database like MongoDB Atlas? Is there any way to connect a framework like Langchain/Langraph with mcp_use to achieve this?

[pietrozullo]

Yes you can store the history in any format you like, then when you call MCPAgent.run() or when you initialize the agent you can pass external history to it by converting your database entries to a list of Langchain BaseMessage e.g. AIMessage, HumanMessage etc.
You can see more here Chat History.

Let me know if this helps :)