What is the Memory & Knowledge category?
Memory, notes, knowledge bases, documentation, and RAG
Memory, notes, knowledge bases, documentation, and RAG
mishafyi
MCP server for Apple Developer Documentation: API reference, Human Interface Guidelines, App Store Connect Help, sample code and 1,700 WWDC sessions with transcripts and code. A fork of Apple Docs MCP.
pmmvr
MCP server enabling AI agents to perform natural knowledge discovery and analysis across Obsidian vault
jghiringhelli
MCP server with semantic search + knowledge graph for Claude Code, Cursor, and Copilot
benhaotang
MCP server for Semantic Scholar to search for papers
JubaKitiashvili
Your AI forgets everything between sessions. This fixes that — 98%+ retrieval accuracy, 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero cost.
L3-N0X
A MCP Server for browsing the official Minecraft Wiki!
evangstav
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
cdugo
MCP Server to retrieve documentation for a package
jfim
Obsidian tasks MCP server
apw124
MCP Server for interacting with LogSeq graph
M-Gonzalo
MCP server for retrieving relevant documentation from a knowledge base
Cam10001110101
immber
A MCP server to query and generate answers based on the ATproto documentation available online
KS-GEN-AI
A test of confluence mcp server
willccbb
iMessage RAG MCP Server from Anthropic MCP Hackathon (NYC)
preludeorg
MCP server that allows searching the Rust windows crate API documentation
PicardRaphael
🔍 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.
sergiobayona
A server implementation for the Model Context Protocol (MCP) in Ruby.
Minhao-Zhang
A MCP Server backend for Obsidian
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.
TommyBez
MCP Server for querying DBT Semantic Layer
Sjotie
Node based Notion MCP server
apenugon
An MCP server to give Claude easy access to pulling docs
jin38324
Model Context Protocol (MCP) server for OCI Documentation
ailenshen
Read and write Apple Notes, with Apple Notes native formatting support
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.
ramidecodes
A Model Context Protocol server wrapping the official Notion SDK
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.
pmmvr
A service that monitors an Obsidian vault for file changes (new, modified, or deleted Markdown files) and indexes each note’s metadata and content into an SQLite database, exposing it for e.g. an MCP-server
benhaotang
MCP server for checking Mathematica documentation via local MMA installation
tinhien11
Long-term memory MCP server for AI coding agents. SQLite + FTS5 + vector search, CodeGraph, error learning, compaction survival. Beats Mem0 on benchmarks. No cloud, no API key.
Lexus2016
Local-first MCP memory server for AI coding agents with compact retrieval and project/global scopes.
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
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
ruliana
A fairly customizable MCP server for Logseq
tcsavage
MCP server providing sementic search over Obsidian vaults
seonglae
Global Notion workspace-accessible MCP server for all Notion pages within the workspace
Anshumaan031
A distributed Model Context Protocol (MCP) server implementing an intelligent web ingestion and retrieval-augmented generation pipeline for AI agents and coding assistants.
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
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.
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.
kmackett
Dockerized version of MCP Obsidian server for Obsidian Local REST API integration
ProbonoBonobo
samwang0723
MCP Server for long term memory graph
Phoenixrr2113
Code knowledge graph and MCP search server with tree-sitter parsing, vector + reranker retrieval, and bitemporal knowledge.
truaxki
A Model Context Protocol (MCP) server implementation providing persistent note management created with Python SDK.
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.
KunihiroS
Forked repo to customize into Project Management purpose.
markacianfrani
an MCP server for makin' notes
WindieChai
A VSCode/Cursor extension providing an MCP Server for Confluence Wiki integration
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.
x746b
Unified Memory Forensics MCP Server - Multi-tier engine combining Rust speed with Vol3 coverage.
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.
qune-tech
MCP server for German public procurement data — semantic search and tender matching for Claude, GPT, Cursor, and LM Studio
Inferensys
Context Management Layer for Agentic AI. Graph-based knowledge context, SQLite index, advanced FTS5 lexical/BM25 search and cross-session live memory.
pipe-cd
A local MCP server for searching official PipeCD docs.
nfemmanuel
Memory infrastructure for multi-agent AI systems. Shared, persistent, consistent knowledge for agents that need to stop forgetting.
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.
mcp-auth
🔐 Plug-and-play auth for MCP servers.
Common questions about the Memory & Knowledge category
Memory, notes, knowledge bases, documentation, and RAG
mcp.so currently lists 654 MCP servers and clients in the Memory & Knowledge category.
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.