{"repo":"itsXactlY/mazemaker","free":true,"listed":false,"github":"https://github.com/itsXactlY/mazemaker","clone":"git clone https://github.com/itsXactlY/mazemaker.git","description":"Semantic memory system with knowledge graph, spreading activation, embedding-based recall, autonomous dream consolidation, and C++ LSTM+kNN pattern learning for any /MCP and the Hermes Agent.","language":"Python","stars":52,"topics":["agent","agents","ai","brain","graph","hermes","knowledge","memory","aes-256","claude"],"license":null,"category":"ai-agents","readme_excerpt":"Mazemaker — An Operating System for AI Agents Your agents die every conversation. Mazemaker keeps them alive. The persistent layer your LLMs run on top of. Memory formation, not retrieval. Background consolidation while they sleep. Conflict supersession when your mind changes. A knowledge-graph filesystem your agent walks instead of searches. --- What this is Most AI \"memory\" systems are retrieval wrappers. They store chunks. Embed text. Run cosine similarity. Return vaguely related paragraphs. That works until the assistant needs to: track evolving preferences, resolve contradictions, follow temporal chains, infer latent traits, connect sessions together, or remember what actually mattered. Mazemaker is built around a different thesis: Memory is not retrieval. Memory is formation, consolidation, synthesis, and evolving structure. The engine continuously transforms raw conversations into a living cognitive graph: atomic facts, semantic links, supersession chains, synthesized abstractions, bridge memories, latent preference structures, temporal trajectories. It does this locally. It works with MCP agents. It survives across sessions. --- Not memory. The kernel. Vector search retrieves nearby text. Mazemaker manages the cognition itself: Kernel concept Mazemaker equivalent ------------------ --------------------------------------------- Processes Your agents Memory management Consolidation + supersession Filesystem The knowledge graph Scheduler Dream cycles IPC Federation The d","default_branch":null,"files":null,"tree":[],"storefront":"/r/itsXactlY","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/itsXactlY/mazemaker/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}