Gives Claude a persistent memory layer that survives across sessions using a weighted graph of knowledge nodes. Each node has a title, summary, tags, and connections to related concepts. Weights increase when nodes get accessed, decrease over time if unused, and eventually archive. The server exposes tools like amg_load_index for session startup, amg_expand_branch to pull full node content on demand, amg_get_connected_nodes for traversing relationships, and amg_log_session to record what was useful. Everything stores encrypted on disk with AES-256-GCM. Reach for this if you want Claude to remember project details, preferences, or domain knowledge between conversations without manual context pasting.
claude mcp add --transport stdio raskolnikovdd-adaptive-memory-graph -- uvx adaptive-memory-graph