AI Memory & Knowledge Tools MCP Servers

Browse 23 Model Context Protocol servers in the AI Memory & Knowledge Tools category.

Brain Tools

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

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

Codegraph

MCP server for graph representation of a codebase

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

Dev Memory

⭐ 4.3/5 ⭐ 2 stars by Security: 70/100

Fibery

⭐ 4.3/5 ⭐ 26 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

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: 97/100

Lightrag

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

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 Bank

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

⭐ 4.3/5 ⭐ 627 stars by Security: 55/100

Memory Bank Loader

This is an MCP server for retrieving all files in the memory-bank directory at once. Its purpose is to reduce AI tool invocation frequency when loadin...

⭐ 4.3/5 ⭐ 4 stars by Security: 100/100

Memory Domain Knowledge

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

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

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 Memory Server

MCP Memory Server with Neo4j backend for AI knowledge graph storage

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

Optimized Memory

⭐ 1.4/5 ⭐ 6 stars by Security: 50/100

Powerplatform

PowerPlatform Model Context Protocol server

⭐ 4.3/5 ⭐ 16 stars by Security: 100/100

Python Memory

⭐ 4.3/5 ⭐ 16 stars by Security: 100/100

Qdrant Memory

MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database

⭐ 3.2/5 ⭐ 11 stars by Security: 97/100

Simple Memory Extension

An MCP server to extend the context of agents. Useful when coding big features or vibe coding and need to store/recall progress, key moments or change...

⭐ 3.4/5 ⭐ 9 stars by Security: 100/100

Sqlite Literature Management Fast

A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.

⭐ 1.4/5 ⭐ 13 stars by Security: 50/100

Showing 20 of 23 servers