MegaMemory, an open-source MCP server, is drawing developer attention with a local project memory layer that lets coding agents retain architecture, concepts and decisions across sessions. The tool builds a per-project knowledge graph that agents can query before work and update afterward, aiming to reduce repeated explanations when long-running software projects move across chats, branches or agent sessions.
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