What is the Memory & Knowledge category?
Memory, notes, knowledge bases, documentation, and RAG
Memory, notes, knowledge bases, documentation, and RAG
plur-ai
AI agents start every session with amnesia — you re-explain the project, repeat your preferences, and correct the same mistakes over and over. PLUR gives them a memory that persists. Your agent's corrections, preference
ctxfile
Local-first MCP server that snapshots your project's working state into one context object. Open-core, privacy-first.
Rarefied-Earth
Groundwork: company memory for your AI tools. Docs public. Source closed. Public proof needs no account.
Tempreon
Person-owned, portable AI memory served over MCP. Your knowledge, preferences, and decisions — captured in one assistant, available in all of them.
MyrikLD
Memlord is a remote MCP server available at https://app.memlord.com.
modelcontextprotocol
Model Context Protocol Servers
upstash
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
makenotion
Official Notion MCP Server
MarkusPfundstein
MCP server that interacts with Obsidian via the Obsidian rest API community plugin
basicmachines-co
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
arabold
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
silverstein
Every meeting, every idea, every voice note — searchable by your AI. Open-source, privacy-first conversation memory layer.
alioshr
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
suekou
A Model Context Protocol server for connecting Notion to MCP-compatible clients
shaneholloman
MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development
GreatScottyMac
Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.
StevenStavrakis
A simple MCP server for Obsidian
cyanheads
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
a-bonus
The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.
anyproto
An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.
zhitongblog
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.
RafalWilinski
Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.
CheMiguel23
A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.
Govcraft
🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.
hannesrudolph
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.
danhilse
A simple MCP integration that allows Claude to read and manage a personal Notion todo list
lostintangent
📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists
Kapeli
MCP server for Dash, the macOS API documentation browser
entanglr
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.
awkoy
Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agents to Notion via Model Context Protocol — pages, databases, blocks, comments, files.
YUZongmin
A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.
jbeno
Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files
Dicklesworthstone
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems
jjsantos01
A Model Context Protocol (MCP) for Jupyter Notebook
nkapila6
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨
spences10
🔍 MCP server that lets you search and access Svelte documentation with built-in caching
ccabanillas
A Model Context Protocol (MCP) server implementation for Notion integration, providing a standardized interface for interacting with Notion's API.
okooo5km
A Model Context Protocol server that provides knowledge graph management capabilities.
nguyenvanduocit
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows
tuncer-byte
Memory Bank is an MCP server that helps teams create, manage, and access structured project documentation. It generates and maintains a set of interconnected Markdown documents that capture different aspects of project knowledge, from high-level goals to technical details and day
rawr-ai
Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti
needle-ai
Needle MCP Server for easy RAG.Long-term memory for LLMs.
2b3pro
MCP Server and CLI tool for Roam Research Graph Integration
okooo5km
A Model Context Protocol server that provides knowledge graph management capabilities.
buger
Turn any github repo to MCP server, and chat with code or docs
adelinamart
Shared memory across your team and your AI agents — with judgment.
ipospelov
MCP server that helps build Memory Bank - structured documentation system for context preservation
karaage0703
Geeksfino
Build a knowledge base into a tar.gz and give it to this MCP server, and it is ready to serve.
joelhooks
mcp server for logseq graph
WhenMoon-afk
Local Memory MCP Server
tan-yong-sheng
MCP server for TriliumNext Notes
dazeb
A memory system for Cline that tracks progress between conversations.
aashari
Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.
IzumiSy
MCP Memory Server with DuckDB backend
IncomeStreamSurfer
promplate
Real hot-module reload for Python—side effects handled reactively. https://py3.online/hmr
T1nker-1220
I enhance the existing memory mcp server from the official mcp github, so big thanks and credits for creating this
fazer-ai
MCP server for Obsidian (TypeScript + Bun)
IvanAmador
A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enables developers to ask questions about the Vercel AI SDK and receive accurate, contextualized responses based on the official docum
Common questions about the Memory & Knowledge category
Memory, notes, knowledge bases, documentation, and RAG
mcp.so currently lists 602 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.