What is the Memory & Knowledge category?
Memory, notes, knowledge bases, documentation, and RAG
612 Memory & Knowledge MCP Servers & Clients
Memory, notes, knowledge bases, documentation, and RAG
All
mcp-pkm-logseq MCP server
ruliana
A fairly customizable MCP server for Logseq
Added last year
Obsidian Index MCP server
tcsavage
MCP server providing sementic search over Obsidian vaults
Added 2 years ago
Notion MCP Integration
Ruijian-Zha
Notion MCP Integration is a lightweight Model Context Protocol (MCP) server that seamlessly integrates with Notion's API to manage a minimalist personal to-do list through Claude. This project provides basic functionality tailored specifically for a simple Notion database structu
Added 2 years ago
Aura Backend - Advanced AI Companion
angrysky56
The Aura Emotion AI system has chroma with a local embedding model, memvid qr code mp4 infinite memory, brainwave and neurochemical simulations, sociobiological reasoning, autonomous subsystem processing with a Gemini flash model so the main model is less taxed, is a MCP client w
Added last year
Open Brain
Bobby-cell-commits
Self-hostable MCP memory server for AI assistants — 16 tools, hybrid search, knowledge graph, auto-dedup, staleness pruning, automated ingestion pipelines. Built on Supabase + pgvector.
Added 5 months ago
Simple Memory Extension MCP Server
gmacev
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 changes or anything worth remembering. Simply ask the agent to store memories and recall whenever you want.
Added last year
Crawl4AI RAG MCP Server
Anshumaan031
A distributed Model Context Protocol (MCP) server implementing an intelligent web ingestion and retrieval-augmented generation pipeline for AI agents and coding assistants.
Added last year
Coder DB - AI Memory Enhancement System
angrysky56
An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns with semantic search capabilities, quality metrics, and relationship modeling. Designed to enhance programming workflows th
Added last year
Browse your entire Notion workspace, not just one database
seonglae
Global Notion workspace-accessible MCP server for all Notion pages within the workspace
Added last year
MCP Memory with Redis Graph
samwang0723
MCP Server for long term memory graph
Added last year
MCP Server with FAISS for RAG
ProbonoBonobo
Added last year
MCP Obsidian Docker
kmackett
Dockerized version of MCP Obsidian server for Obsidian Local REST API integration
Added last year
MCP Notes Server
truaxki
A Model Context Protocol (MCP) server implementation providing persistent note management created with Python SDK.
Added 2 years ago
Confluence Wiki MCP Server Extension
WindieChai
A VSCode/Cursor extension providing an MCP Server for Confluence Wiki integration
Added 2 years ago
Wandering RAG
wandermyz
A CLI tool for personal RAG that retrieves data from Notion, Obsidian, Apple Notes, etc., stored in Qdrant and exposed as an MCP server.
Added last year
📚 MCP Notes
markacianfrani
an MCP server for makin' notes
Added last year
Obsidian-MCP-Server
Trao95
Seamlessly integrate Claude AI into your Obsidian vault! This guide provides a straightforward setup for the Model Context Protocol (MCP) server on Windows 11, empowering Claude to directly assist your brainstorming, notetaking, and knowledge management within Obsidian.
Added last year
Confluence MCP Server
pawankumar94
Confluence MCP server providing API tools for Atlassian Confluence operations including page management, space handling, and content search with built-in rate limiting and error handling.
Added last year
mem0-mcp-for-pm
KunihiroS
Forked repo to customize into Project Management purpose.
Added last year
Unified Memory Forensics MCP Server
x746b
Unified Memory Forensics MCP Server - Multi-tier engine combining Rust speed with Vol3 coverage.
Added 7 months ago
PipeCD Docs MCP Server
pipe-cd
A local MCP server for searching official PipeCD docs.
Added last year
MCP Auth website & docs
mcp-auth
🔐 Plug-and-play auth for MCP servers.
Added last year
Mcp Memory Bank
bsmi021
A powerful, production-ready context management system for Large Language Models (LLMs). Built with ChromaDB and modern embedding technologies, it provides persistent, project-specific memory capabilities that enhance your AI's understanding and response quality.
Added last year
German public procurement data (OCDS) — semantic search, tender matching, company profiles
qune-tech
MCP server for German public procurement data — semantic search and tender matching for Claude, GPT, Cursor, and LM Studio
Added 5 months ago
MCPKG - Model Context Protocol Knowledge Graph
owulveryck
A MCP (Model Context Protocol) server that exposes primitives for interacting with a Knowledge Graph
Added last year
McpDocs
josiahdahl
Provide documentation about your Elixir project's functions and functions of dependencies to an LLM through an SSE MCP server.
Added last year
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
Added 2 years ago
Memory Custom
BRO3886
simple memory mcp server with custom memory location
Added last year
Notion ReadOnly MCP Server
Taewoong1378
Added last year
Readme
aep-dev
Added last year
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.
Added last year
Tribal - Knowledge Service
agentience
Added last year
Notion MCP Server
ghubnerr
A Model Context Protocol (MCP) server for integrating with Notion workspaces (made before the official one 😅)
Added last year
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)
Added 2 months ago
solana-docs-server MCP Server
aldrin-labs
solana docs
Added 2 years ago
Confluence MCP Server Example
BootcampToProd
A Spring Boot AI-powered Model Context Protocol Server for interacting with Confluence Cloud
Added last year
Confluence MCP Server
tqiqbal
Added last year
EVC Team Relay MCP
entire-vc
MCP server for reading and writing Obsidian vault documents via EVC Team Relay
Added 6 months ago
Notion MCP Server
SAhmadUmass
Added last year
Documentation MCP Server 📚🔍
sagacious-satadru
An MCP server that can work with Claude desktop to fetch documentation from langchain, llama-index, and OpenAI.
Added last year
knowledge-mcp
simon-k
MCP Server that serves knowledge from a Neo4J Database
Added last year
Mneme
TheGoatPsy
Local-first, audit-safe memory for Claude Code and MCP clients.
Added 3 months ago
Memory MCP 服务器
shadowcz007
一键启动 memory mcp ，对外提供sse服务
Added last year
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.
Added last year
Notion MCP Server
kyrelldixon
My implementation of a Notion MCP Server
Added last year
MCP Server for Minecraft Mod Documentation
Zhou-Shilin
Model Context Protocol (MCP) Server for Minecraft Modding Documentation
Added last year
MCP Server: Elasticsearch semantic search tool
jedrazb
MCP server to search up-to-date elasticsearch docs
Added last year
Easy Memory
FlippySun
Easy Memory MCP - Dual-engine embedding service with Qdrant vector store
Added 6 months ago
docs-rs-mcp-server
liamwh
MCP Server Implementation for Rust documentation from Docs.rs
Added last year
@tiberriver256/docs-to-mcp-cli
Tiberriver256
A CLI utility for turning your docs into a stdio MCP server
Added last year
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.
Added 3 months ago
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.
Added last year
Google Docs MCP Server
highlight-ing
Added last year
Memory Bank MCP Server
TerLand0berver
Added last year
MCP Servers for IoT and Memory Management
jordy33
IoT Model Context Protocol Server Repository
Added last year
docs-mcp-server MCP Server
xinlei413
Added last year
MCP-RAG
kira1228
AI-powered Chat System with multiple MCP servers.
Added last year
flux-docs
asrvd
site and docs for flux mcp server
Added last year
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.
Added last year
MCP RAG
kira1228
AI-powered Chat System with multiple MCP servers.
Added last year
Frequently asked questions
Common questions about the Memory & Knowledge category
How many Memory & Knowledge MCP servers and clients are there?
mcp.so currently lists 612 MCP servers and clients in the Memory & Knowledge category.
How do I install a Memory & Knowledge MCP server?
Open any server below and copy its install snippet into Claude Desktop, Cursor, VS Code, or another MCP client's configuration — remote servers need no separate download.