Knowledge & Memory MCP Servers

MCP server for persistent context management in AI coding assistants

LibSQL-based persistent memory tool for MCP

This project adds new features to the Memory server offered by the MCP team. It allows for the creation and management of a knowledge graph that

Graph visualization utilities for exploring and analyzing Claude's memory data captured by [Anthropic's Memory MCP

A Model Context Protocol (MCP) integration for Minecraft that enables AI assistants to interact with a Minecraft server. This integration allows AI

AI-powered n8n workflow management via Model Context Protocol (MCP). Create, manage, and monitor workflows through natural language with Claude AI.

MCP Memory Server with Neo4j backend for AI knowledge graph storage

NestJS module for creating Model Context Protocol (MCP) servers

Comprehensive Node.js development MCP server

USDA Nutrition MCP Server - Model Context Protocol server for USDA FoodData Central API integration

A Model Context Protocol (MCP) server that provides a clean interface for Perforce (P4) operations in Claude Desktop. This server wraps P4 commands

MCP server for Perplexity search

MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and analytics

The recommended way to use this MCP server is through FastMCP, which provides better performance and easier configuration.

An MCP (Model Context Protocol) server that integrates Pyrefly for real-time Python code validation, featuring a revolutionary gamification system

MCP server for enabling the named memory graphs to be persisted to a qdrant instance.

Work with Quickbase via Model Context Protocol

Markdown Content Preprocessor - Fetch web pages, extract content, convert to clean Markdown

MCP server for Redis diagnostics — analyze memory usage, slowlog, client connections, and keyspace health with AI-powered recommendations

Offline SAP documentation MCP server with unified local + online search

MCP server for SearXNG integration

A Model Context Protocol (MCP) server for category-aware web search, website scraping, and date/time tools. Designed for seamless integration with

Model Context Protocol implementation that connects your LLM to Firebolt

A server application that exposes CLI programs and functions via the Model Context Protocol (MCP), making them accessible to AI assistants through

bgm.tv MCP Server

A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server for processing SGF (Smart Game Format) files. Extract game information and

MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI

A Model Context Protocol server boilerplate

Comprehensive MCP server for full-stack software engineering with Claude

A Model Context Protocol (MCP) server that provides real-time system information and metrics. This server exposes CPU usage, memory statistics, disk

A cross-platform MCP (Model Context Protocol) server that provides comprehensive real-time system monitoring capabilities for LLMs. Built with

A Model Context Protocol server that transforms how you work with AI by automatically documenting every decision, implementation, and test as you

A [Model Context Protocol (MCP)](modelcontextprotocol.io) server built with Deno and TypeScript, designed to provide contextual information related

A Python-based MCP (Model Context Protocol) server that analyzes MicroShift test failures from Google Sheets, providing specialized tools for

An experimental system that transforms documentation repositories into interactive educational content using AI and the Model Context Protocol (MCP).

An MCP server that answers questions about TypeScript APIs using TypeDoc JSON documentation

A minimal Model Context Protocol (MCP) server in TypeScript with hello tool, markdown resource, and prompt. Includes VS Code/devcontainer setup and

Go server implementing Model Context Protocol (MCP) for executing shell commands.

A Python utility package for building Model Context Protocol (MCP) servers.

A Model Context Protocol (MCP) server implementation that provides the LLM an interface for visualizing data using Vega-Lite syntax.

A Model Context Protocol (MCP) server for YouTube operations, demonstrating core MCP concepts including tools and logging.

A server built on the Model Context Protocol (MCP) that enables direct downloading of YouTube video transcripts, supporting AI and video analysis

MCP server for generating diagrams, charts, presentations, and animations for Markdown documentation

Persistent memory for Claude Code — offline, single-file, hybrid search.

interactive programming of melodies, producing MIDI

A portable, long-term agentic memory MCP server — a thumb drive for your AI context.

Self-hosted [mem0](https://github.com/mem0ai/mem0) MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j +

Membase is the first decentralized memory layer for AI agents, powered by Unibase. It provides secure, persistent storage for conversation history

Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agents via MCP.

MemFlow MCP - A Model Context Protocol server for seamless memory management with intelligent search

LLM Memory

Bring MemPalace-style long-term memory to ChatGPT and remote AI agents.

<h2 align="center">Self-hosted MCP memory server for personal use and teams</h4>

Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hybrid, zero cloud.

Recall past Claude Code conversations from any project as clean, compact Markdown.

Structured session journals for AI agents. Persistent memory across sessions.

_{_{<i>"You never truly know the value of a moment until it becomes a memory."</i>}}

MCP server for enabling memory for Claude through a knowledge graph

Memori MCP server — persistent AI memory with recall and augmentation tools

Local-first shared memory layer for AI coding agents across MCP clients, Git history, reasoning context, and project sessions.