mcp-memory-libsql
Active·★ 87·MIT·Updated 2026-10-21
mcp-memory-libsql is a high-performance, persistent memory system for the Model Context Protocol (MCP). It uses libSQL to store entities and relations, providing optimized text search with relevance ranking to enhance LLM context efficiency. It supports both local SQLite and remote libSQL databases with secure authentication.
#ai-tools#embeddings#knowledge-graph#libsql#mcp#mcp-servers#model-context-protocol#persistent-storage
01
Features
01High-performance text search with relevance ranking
02Persistent storage of entities and relations
03Flexible text search with fuzzy matching
04Context-optimized for LLM efficiency
05Knowledge graph management
02
Compatibility
Cline
Cline
Verified via docs
Claude Desktop
Claude Desktop
Verified via docs
Any MCP Client
Any MCP Client
Verified via docs
03
Quick start
1
$ npx -y mcp-memory-libsql
04
Use cases
↳Provide persistent memory for LLM applications
↳Manage knowledge graphs for context-aware AI
↳Enhance retrieval-augmented generation (RAG) pipelines
05
Alternatives
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compass★ 73
Compass is a context engine that builds a knowledge graph of your organization's metadata, capturing entities, relationships, and lineage across systems and time, making it discoverable and queryable for both humans and AI agents.
distillery★ 25
Team knowledge evaporates daily — pairing sessions, debugging context, architectural rationale lost to Slack. Distillery captures it at the point of creation, connects it into a living graph, and surfaces it conversationally. It monitors feeds, tracks what matters to your projects, and alerts you before you know to ask. A team brain that learns.
mcp-ts-core★ 153
TypeScript template for building Model Context Protocol (MCP) servers. Ships with declarative tools/resources, pluggable auth, multi-backend storage, OpenTelemetry observability, and first-class support for both local and edge (Cloudflare Workers) runtimes.
codesearch★ 93
Fast, local semantic code search as MCP server for OpenCode and Claude Code. Rust-powered, fully offline.
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