Neuromcp

This is a local-first memory layer that runs entirely on your machine with no cloud dependencies. It stores conversations and facts in SQLite with hybrid retrieval (vector embeddings via nomic-embed-text, BM25 full-text, knowledge graph links), exposing MCP tools for semantic search, memory consolidation, and a git-tracked wiki that compiles Markdown knowledge bases organized by people, projects, and patterns. The consolidation pipeline batches raw sessions every few hours and uses Claude to fact-check summaries against source material. Reach for this when you want persistent memory across Claude Desktop, Cursor, or any MCP client without sending your conversation history to a third party API. The author publishes benchmark numbers with sample size caveats and positions it as portable memory you control rather than vendor-locked cloud storage.