654 Memory & Knowledge MCP Servers & Clients

mcp-svelte-docs

spences10

🔍 MCP server that lets you search and access Svelte documentation with built-in caching

Notion MCP Server

ccabanillas

A Model Context Protocol (MCP) server implementation for Notion integration, providing a standardized interface for interacting with Notion's API.

Memory MCP Server

okooo5km

A Model Context Protocol server that provides knowledge graph management capabilities.

THE PROJECT IS MOVED

nguyenvanduocit

🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows

Graphiti MCP Server • Fast Multi‑Project Knowledge Graphs

rawr-ai

Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti

Memory Bank MCP

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

Loci

IvenKooLab

A queryable second brain over your scattered notes and docs - hybrid retrieval (vector + BM25), section-level citations, and an MCP server so AI agents can use it. ~300 lines, no LangChain.

Build Agents with Needle MCP Server

needle-ai

Needle MCP Server for easy RAG.Long-term memory for LLMs.

Memory

yuvalsuede

Persistent memory for Claude Code — never lose context between sessions

Roam Research MCP Server

2b3pro

MCP Server and CLI tool for Roam Research Graph Integration

Memory MCP Server (Go)

okooo5km

A Model Context Protocol server that provides knowledge graph management capabilities.

Docs MCP Server

buger

Turn any github repo to MCP server, and chat with code or docs

mcp-open-library

8enSmith

A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that enables AI assistants to search for book and author information.

Robrain

adelinamart

Shared memory across your team and your AI agents — with judgment.

Memory Bank MCP Server

ipospelov

MCP server that helps build Memory Bank - structured documentation system for context preservation

Crg

n24q02m

Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.

Embedding MCP Server

Geeksfino

Build a knowledge base into a tar.gz and give it to this MCP server, and it is ready to serve.

Logseq MCP Tools

joelhooks

mcp server for logseq graph

Claude Memory MCP Server

WhenMoon-afk

Local Memory MCP Server

Llm Wiki Cli

JanYork

Agent-driven proactive memory CLI for AI agents — autonomously recall, maintain, and evolve persistent, source-grounded knowledge across sessions.

TriliumNext Notes' MCP Server

tan-yong-sheng

MCP server for TriliumNext Notes

Cline Memory Bank

dazeb

A memory system for Cline that tracks progress between conversations.

Atlassian Confluence MCP Server

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.

HMR Docs

promplate

Real hot-module reload for Python—side effects handled reactively. https://py3.online/hmr

MCP DuckDB Knowledge Graph Memory Server

IzumiSy

MCP Memory Server with DuckDB backend

Srclight

srclight

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

Knowledge Graph Memory Server

T1nker-1220

I enhance the existing memory mcp server from the official mcp github, so big thanks and credits for creating this

MCP server for Obsidian (TypeScript + Bun)

fazer-ai

MCP server for Obsidian (TypeScript + Bun)

Vercel AI SDK Documentation MCP Agent

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

Knowledge Base MCP Server

jeanibarz

This MCP server provides tools for listing and retrieving content from different knowledge bases.

Neurostack

raphasouthall

Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection, session harvesting into memories. Local-first.

D&D Knowledge Navigator

procload

MCP Server implementation of the DnD 5e API using resources, tools, and prompts.

Documentation Crawler & MCP Server

alizdavoodi

This project provides a toolset to crawl websites wikis, tool/library documentions and generate Markdown documentation, and make that documentation searchable via a Model Context Protocol (MCP) server, designed for integration with tools like Cursor.

MCP Kanban Memory

eyalzh

MCP server providing kanban-based task management memory for complex multi-session workflows with AI agents

ContextStream

ContextStream

Persistent memory and cross-session learning for AI coding assistants. Cloud-based context management via MCP.

Memory Bank MCP With Remote SSH Support 🧠

aakarsh-sasi

MCP Server with Remote SSH support

📝 MCP Notes

9Ninety

A simple note-taking MCP server for recording and managing notes with AI models.

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.

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.

Logseq MCP Server

dailydaniel

simple logseq mcp server

Obsidian Mcp Pro

rps321321

The most feature-complete MCP server for Obsidian vaults — 23 tools + 3 resources for search, read, write, tags, link analysis, graph traversal, and canvas. Also ships as an Obsidian plugin (github.com/rps321321/obsidian-mcp-pro-plugin).

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.

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. 🚀

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.

A MCP server for Godot RAG

weekitmo

This MCP server is used to provide Godot documentation to the Godot RAG model.

MediaWiki MCP Server 🚀

shiquda

A MCP server that allows you to search and retrieve content on any wiki site using MediaWiki with LLMs 🤖 wikipedia.org, fandom.com, wiki.gg and more sites using Mediawiki are supported!

MCP Neo4j Knowledge Graph Memory Server

JovanHsu

MCP Memory Server with Neo4j backend for AI knowledge graph storage

membase mcp server

unibaseio

A lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory.

MCP Memory Server with Qdrant Persistence

delorenj

MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database

ThumbGate (npm: mcp-memory-gateway)

IgorGanapolsky

Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that flag repeat mistakes and hard-block the risky ones before code or systems change.

dbt-docs-mcp

mattijsdp

MCP (model context protocol) server for interacting with dbt Docs

📝 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 🦀

Obsidian MCP Server

pmmvr

MCP server enabling AI agents to perform natural knowledge discovery and analysis across Obsidian vault