spences10/mcp-memory-libsql
🧠High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.
Implements relevance-ranked text search with fuzzy matching across entities, observations, and relations using libSQL's full-text capabilities, optimized to minimize token consumption in LLM prompts. Supports both local SQLite and remote Turso databases via environment configuration, with token-based authentication for remote access. Exposes standard MCP memory operations (create/update/delete entities and relations, relationship exploration) through a text-search interface designed for AI agent knowledge persistence.
Available on npm.
Stars
81
Forks
18
Language
TypeScript
License
MIT
Category
Last pushed
Mar 10, 2026
Commits (30d)
0
Dependencies
7
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