itsXactlY/mazemaker — Semantic memory system with knowledge graph, spreading activation, embedding-based recall, autonomou…

Description and use

**itsXactlY/mazemaker** is an open‑source semantic memory platform that builds a knowledge graph augmented with spreading activation and embedding‑based recall, enabling autonomous “dream” consolidation of information. It combines a C++ LSTM with k‑Nearest‑Neighbor pattern learning to support any /MCP (Memory Consolidation Protocol) and integrates with the Hermes Agent for advanced AI/ML reasoning.

Problem

itsXactlY/mazemaker helps connect AI assistants to real tools and data through a standard protocol.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

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.

Source