PROBLEM
MCP - Builder sharing unified memory architecture for personal ...
Builder sharing unified memory architecture for personal assistants using MCP server + GraphRAG to solve LLM context/forgetting limitations over conversations.
Updated: 5/27/2026
I’ve been building a unified memory for a personal assistant.
It's served via an MCP server and powered by GraphRAG...
Why? LLMs forget.
Every new conversation starts from scratch
Classic RAG can retrieve results that look similar to a query. But it can't retrieve items https://t.co/nayCDyFCca
Source: https://x.com/pauliusztin_/status/2047654291737825521
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