"author:WilliamYakovlev844" matching MCP servers:

Enables Claude Code to persistently add, search, update, and delete memories backed by self-hosted Qdrant vector storage, an optional Neo4j knowledge graph, and Ollama embeddings, using either Anthropic or a fully local LLM for fact extraction. It also exposes graph entity tools and session hooks so relevant context is automatically injected at startup and summaries saved on exit.