654 Memory & Knowledge MCP Servers & Clients

memory-bank-loader-mcp

abeyuya

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 loading memory-bank, saving both time and money.

Confluence MCP Server Example

BootcampToProd

A Spring Boot AI-powered Model Context Protocol Server for interacting with Confluence Cloud

Memory Custom

BRO3886

simple memory mcp server with custom memory location

MCPKG - Model Context Protocol Knowledge Graph

owulveryck

A MCP (Model Context Protocol) server that exposes primitives for interacting with a Knowledge Graph

McpDocs

josiahdahl

Provide documentation about your Elixir project's functions and functions of dependencies to an LLM through an SSE MCP server.

Notion MCP Server

Akira-Papa

Notion MCPでブロックやトグルなどしようできるようにしたサーバー

solana-docs-server MCP Server

aldrin-labs

solana docs

Notion MCP Server

ghubnerr

A Model Context Protocol (MCP) server for integrating with Notion workspaces (made before the official one 😅)

Omni Context

guo6x

🧠 全域主动智能 AI 记忆操作系统 | 全栈 Cyberpunk Glassmorphism 设计 | 融合 GraphRAG 与向量检索的“第二大脑” (v3.0 Production Ready)

Mcp Npm_docs Server

bsmi021

An MCP server that provides a tool to fetch metadata and documentation (including README content) for NPM packages, using a local cache to improve performance.

knowledge-mcp

simon-k

MCP Server that serves knowledge from a Neo4J Database

Mneme

TheGoatPsy

Local-first, audit-safe memory for Claude Code and MCP clients.

Documentation MCP Server 📚🔍

sagacious-satadru

An MCP server that can work with Claude desktop to fetch documentation from langchain, llama-index, and OpenAI.

Easy Memory

FlippySun

Easy Memory MCP - Dual-engine embedding service with Qdrant vector store

MCP Server: Elasticsearch semantic search tool

jedrazb

MCP server to search up-to-date elasticsearch docs

EVC Team Relay MCP

entire-vc

MCP server for reading and writing Obsidian vault documents via EVC Team Relay

Memory MCP 服务器

shadowcz007

一键启动 memory mcp ，对外提供sse服务

Notion MCP Server

kyrelldixon

My implementation of a Notion MCP Server

MCP Server for Minecraft Mod Documentation

Zhou-Shilin

Model Context Protocol (MCP) Server for Minecraft Modding Documentation

@tiberriver256/docs-to-mcp-cli

Tiberriver256

A CLI utility for turning your docs into a stdio MCP server

flux-docs

asrvd

site and docs for flux mcp server

MCP Servers for IoT and Memory Management

jordy33

IoT Model Context Protocol Server Repository

MCP-RAG

kira1228

AI-powered Chat System with multiple MCP servers.

MCP Docs Search Server

RohitKrish46

This is a lightweight, plug-and-play MCP server that empowers any LLM to dynamically search and retrieve up-to-date documentation from popular AI libraries such as LangChain, LlamaIndex, and OpenAI.

MCP Hub Documentation

reddy-sh

MCP Hub is a comprehensive framework for building, managing, and deploying Model Context Protocol (MCP) clients and servers. It provides tools and configurations to enable seamless integration and execution of end-to-end MCP workflows.

ObsidianFetch

soukouki

MCP servers focused on fetching and presenting information from Obsidian vaults.

docs-rs-mcp-server

liamwh

MCP Server Implementation for Rust documentation from Docs.rs

TokenKnows — distill AI coding sessions into weekly reports, ADRs and a knowledge graph

johnnywuj81

Distill AI coding sessions (Claude Code / Codex / Cursor) into weekly reports, ADRs, incident reviews and a knowledge graph — local-first, evidence-linked.

MCP RAG

kira1228

AI-powered Chat System with multiple MCP servers.

Documentation MCP Server

SubaashNair

An MCP server for accessing updated documentation of popular libraries

AWS Amplify Documentation MCP Server

ykethan

Model Context Protocol (MCP) server for AWS Amplify documentation

Bucketeer Docs Local MCP Server

bucketeer-io

Local MCP Server to query Bucketeer documentation

Q-CLI MCP Memory Server

gengisb

an MCP server implementing a memory feature for Q CLI

SMMS_Semantic-Map-MCP-Server

yongzhouwangbowen

The repository SMMS creates an MCP server for instance-level semantic maps and provides a series of functional modules for 3D instance objects in semantic maps.

agenticMCP_rag

rajagopal17

Rag with MCP server

Achriom

achriom

The media memory layer for AI agents and their humans. Track books, movies, music, TV, and anime from any MCP client.

Booboo

jessedu29260-netizen

Booboo — the unified operational brain. Wiring + knowledge + memory + agents + crons fused into one rooted, queryable 3D graph. REST + MCP + million-node 60fps viewer.

Cardano MCP Server

Jimmyh-world

A specialized RAG gateway providing language models with Cardano blockchain knowledge. Enables AI assistants to access documentation, validate smart contracts, understand UTXO patterns, and discover development resources. Built on the MCP TypeScript SDK. Open-source.

Documentation Retrieval MCP Server (DOCRET)

Sreedeep-SS

A Model Context Protocol (MCP) server

Knowledge Graph Memory Server

s2005

Standalone MCP server for enabling memory for Claude through a knowledge graph

UseCortex MCP

darktw

UseCortex MCP Server — Give your AI coding agent a persistent memory. Read and write knowledge from any tool.

Moxie Docs

Jackalope-Dev

MCP & Agent Skills for Moxie Docs

notion-export-mcp-server

syucream

A MCP server that accesses to Notion unofficial API to export pages.

Project Memory

kaaustubh

Persistent memory for AI coding agents (Claude Code, Cursor) — past bugs & fixes, decisions, and your corrections, as plain files in your repo.

Seta MCP - Up-to-date Local Docs for Coding

techformist

MCP server powered by local documentation

Confluence Mcp Server

7nohe

Confluence APIを使用したMCP Serverのサンプル実装です。

Integrating Model Context Protocol (MCP) Tools with Semantic Kernel: A Step-by-Step Guide

LiteObject

A comprehensive .NET demonstration of integrating Model Context Protocol (MCP) tools with Microsoft Semantic Kernel. Features a robust MCP client with 23+ built-in tools, intelligent error handling, and AI-powered tool orchestration. Includes both local .NET MCP server and extern

Obsidian MCP Lite

yokarilight

A TypeScript-based MCP server for Obsidian, providing a simple interface to interact with Obsidian vaults.

RAG Application

hulk-pham

A demo of Retrieval-Augmented Generation (RAG) application with MCP server integration.