Knowledge Base & Memory Tools MCP Servers

Browse 34 Model Context Protocol servers in the Knowledge Base & Memory Tools category.

Basic Memory

Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants, stored in st...

⭐ 4.3/5 ⭐ 1673 stars by Security: 100/100

Brain Tools

A powerful MCP memory using a knowledge graph powered by elastic search

⭐ 3.4/5 ⭐ 14 stars by Security: 96/100

Chat Analysis Server

⭐ 4.3/5 ⭐ 11 stars by Security: 100/100

Codegraph

MCP server for graph representation of a codebase

⭐ 4.3/5 ⭐ 12 stars by Security: 100/100

Cursor X

The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, a...

⭐ 3.4/5 ⭐ 53 stars by Security: 100/100

Dev Memory

⭐ 4.3/5 ⭐ 2 stars by Security: 70/100

Duckdb Memory

MCP Memory Server with DuckDB backend

⭐ 4.3/5 ⭐ 42 stars by Security: 100/100

Graphiti

Build Real-Time Knowledge Graphs for AI Agents

⭐ 4.3/5 ⭐ 17196 stars by Security: 100/100

Hass

Home Assistant MCP Server

⭐ 4.3/5 ⭐ 165 stars by Security: 100/100

Iac Memoryproject

This is a personal project to determine whether or not Claude 3.5 Sonnet can write moderately complex MCP Server code (Python).

⭐ 1.4/5 ⭐ 6 stars by Security: 50/100

Kb

Build a knowledge base into a tar.gz and give it to this MCP server, and it is ready to serve.

⭐ 4.3/5 ⭐ 46 stars by Security: 100/100

Knowledge Graph

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

⭐ 4.3/5 ⭐ 581 stars by Security: 100/100

Lightrag

⭐ 4.3/5 ⭐ 74 stars by Security: 94/100

Memories With Lessons

I enhance the existing memory mcp server from the official mcp github, so big thanks and credits for creating this

⭐ 4.3/5 ⭐ 50 stars by Security: 100/100

Memory Domain Knowledge

⭐ 4.3/5 ⭐ 5 stars by Security: 84/100

Memory Libsql

🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, an...

⭐ 4.3/5 ⭐ 67 stars by Security: 100/100

Memorymesh

A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models. v0.2.8

⭐ 4.3/5 ⭐ 293 stars by Security: 100/100

Memory Service

MCP server providing semantic memory and persistent storage capabilities for Claude using ChromaDB and sentence transformers.

⭐ 4.3/5 ⭐ 616 stars by Security: 100/100

Neo4j

Model Context Protocol with Neo4j

⭐ 4.3/5 ⭐ 639 stars by Security: 100/100

Neo4j Memory Server

MCP Memory Server with Neo4j backend for AI knowledge graph storage

⭐ 4.3/5 ⭐ 15 stars by Security: 100/100

Showing 20 of 34 servers