580 Memory & Knowledge MCP Servers & Clients
Memory, notes, knowledge bases, documentation, and RAG
All
π MCP Notes
9Ninety
A simple note-taking MCP server for recording and managing notes with AI models.
Laravel Docs MCP Server
brianirish
A Laravel developer's MCP companion. Get the absolute best advice, recommendations, and up-to-date documentation for the entire Laravel ecosystem.
mcp-rag-server
kwanLeeFrmVi
mcp-rag-server is a Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG) capabilities. It empowers Large Language Models (LLMs) to answer questions based on your document content by indexing and retrieving relevant information efficiently.
Logseq MCP Server
dailydaniel
simple logseq mcp server
MCP Neo4j Memory Server
sylweriusz
notion-mcp
Badhansen
A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list.
Logseq API MCP Server
gustavo-meilus
A MCP server that uses Logseq API to extract and interact with Logseq notes.
Obsidian MCP Server
marcelmarais
MCP Server Obsidian Omnisearch
anpigon
An MCP server that enables searches within Obsidian vaults using the Omnisearch plugin API. Returns absolute paths to matching notes for seamless integration. π
A MCP server for Godot RAG
weekitmo
This MCP server is used to provide Godot documentation to the Godot RAG model.
systemprompt-mcp-notion
Ejb503
This an Model Context Protocol (MCP) server that integrates Notion into your AI workflows. This server enables seamless access to Notion through MCP, allowing AI agents to interact with pages, databases, and comments.
MediaWiki MCP Server π
shiquda
A MCP server that allows you to search and retrieve content on any wiki site using MediaWiki with LLMs π€ wikipedia.org, fandom.com, wiki.gg and more sites using Mediawiki are supported!
ThumbGate (npm: mcp-memory-gateway)
IgorGanapolsky
Agent governance for ThumbGate: π/π become Pre-Action Checks that flag repeat mistakes and hard-block the risky ones before code or systems change.
MCP Memory Server with Qdrant Persistence
delorenj
MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database
MCP Neo4j Knowledge Graph Memory Server
JovanHsu
MCP Memory Server with Neo4j backend for AI knowledge graph storage
dbt-docs-mcp
mattijsdp
MCP (model context protocol) server for interacting with dbt Docs
π Apple Notes MCP Server
Siddhant-K-code
MCP server for apple notes
Jotdown - MCP Server for Notion Page Creation and mdBook Generation
Harry-027
An MCP Server in Rust for creating Notion pages & mdBooks with LLMs π¦
MCP Server: Terragrunt Docs Provider
Excoriate
Deno/TypeScript MCP Server providing context related to Terragrunt documentation.
Obsidian MCP Server
pmmvr
MCP server enabling AI agents to perform natural knowledge discovery and analysis across Obsidian vault
Semantic Scholar API MCP server
benhaotang
MCP server for Semantic Scholar to search for papers
Context Mem
JubaKitiashvili
Your AI forgets everything between sessions. This fixes that β 98%+ retrieval accuracy, 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero cost.
Minecraft Wiki MCP
L3-N0X
A MCP Server for browsing the official Minecraft Wiki!
Memory MCP Server
evangstav
Obsidian Tasks MCP Server
jfim
Obsidian tasks MCP server
π DocsFetcher MCP Server
cdugo
MCP Server to retrieve documentation for a package
Logseq MCP Tools
apw124
MCP Server for interacting with LogSeq graph
Zaxy β event-sourced agent memory with cited checkout and reversible forgetting (stdio/SSE via PyPI)
syndicalt
Zaxy turns agent work into durable, auditable memory: a hash-chained Eventloom log as the source of truth, an embedded temporal knowledge graph for reasoning (local-first, no sidecar; Neo4j/Postgres optional), cited Memory Checkout for compact context, and MCP tools for model-fa
JSON Canvas MCP Server
Cam10001110101
Confluence Communication Server MCP Server
KS-GEN-AI
A test of confluence mcp server
Gemini Docs MCP Server
M-Gonzalo
MCP server for retrieving relevant documentation from a knowledge base
A Remote MCP Server for ATproto Docs
immber
A MCP server to query and generate answers based on the ATproto documentation available online
Windows Crate Docs Search MCP
preludeorg
MCP server that allows searching the Rust windows crate API documentation
Local iMessage RAG MCP Server
willccbb
iMessage RAG MCP Server from Anthropic MCP Hackathon (NYC)
VectorMCP
sergiobayona
A server implementation for the Model Context Protocol (MCP) in Ruby.
MCP Documentation Search Server
PicardRaphael
π FastMCP-powered documentation search engine that provides unified access to multiple framework docs (Next.js, Tailwind, Framer Motion, etc.) with intelligent name resolution and async processing.
Obsidian MCP Server
Minhao-Zhang
A MCP Server backend for Obsidian
MCP Server - My Apple Remembers
baryhuang
A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements.
dbt Semantic Layer MCP Server
TommyBez
MCP Server for querying DBT Semantic Layer
Notion MCP Server
Sjotie
Node based Notion MCP server
OCI Documentation MCP Server
jin38324
Model Context Protocol (MCP) server for OCI Documentation
Hackage Documentation MCP
apenugon
An MCP server to give Claude easy access to pulling docs
Notion MCP Server
ramidecodes
A Model Context Protocol server wrapping the official Notion SDK
Memory MCP
drdee
An mcp server that you can use to store and retrieve ideas, prompt templates, personal preferences to use with you favourite AI tool that supports the modelcontextprovider protocol.
Apple Notes Mcp Server
ailenshen
Read and write Apple Notes, with Apple Notes native formatting support
Obsidian Index Service
pmmvr
A service that monitors an Obsidian vault for file changes (new, modified, or deleted Markdown files) and indexes each noteβs metadata and content into an SQLite database, exposing it for e.g. an MCP-server
Mathematica Documentation MCP server
benhaotang
MCP server for checking Mathematica documentation via local MMA installation
MCP Google Workspace Integration
dev-ithitchhiker
A lightweight MCP Server for integrating Google Docs, Sheets, and Slides with custom applications. Enables seamless document management, real-time collaboration, and API-based automation.
Obsidian Index MCP server
tcsavage
MCP server providing sementic search over Obsidian vaults
mcp-pkm-logseq MCP server
ruliana
A fairly customizable MCP server for Logseq
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
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
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
Browse your entire Notion workspace, not just one database
seonglae
Global Notion workspace-accessible MCP server for all Notion pages within the workspace
Open Brain
Bobby-cell-commits
Self-hostable MCP memory server for AI assistants β 16 tools, hybrid search, knowledge graph, auto-dedup, staleness pruning, automated ingestion pipelines. Built on Supabase + pgvector.
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.
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.
MCP Memory with Redis Graph
samwang0723
MCP Server for long term memory graph
MCP Server with FAISS for RAG
ProbonoBonobo
MCP Notes Server
truaxki
A Model Context Protocol (MCP) server implementation providing persistent note management created with Python SDK.
Frequently asked questions
What is the Memory & Knowledge category?
- Memory, notes, knowledge bases, documentation, and RAG
How many Memory & Knowledge MCP servers and clients are there?
- mcp.so currently lists 580 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 β remote servers need no separate download.