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MCP Servers

Discover awesome MCP servers.

Memory & Knowledge

MCP Server with FAISS for RAG

ProbonoBonobo

7Memory & Knowledge

Unified Memory Forensics MCP Server

x746b

Unified Memory Forensics MCP Server - Multi-tier engine combining Rust speed with Vol3 coverage.

6Memory & Knowledge

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.

6Memory & Knowledge

Confluence Wiki MCP Server Extension

WindieChai

A VSCode/Cursor extension providing an MCP Server for Confluence Wiki integration

6Memory & Knowledge

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.

6Memory & Knowledge

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.

6Memory & Knowledge

📚 MCP Notes

markacianfrani

an MCP server for makin' notes

6Memory & Knowledge

mem0-mcp-for-pm

KunihiroS

Forked repo to customize into Project Management purpose.

6Memory & Knowledge

PipeCD Docs MCP Server

pipe-cd

A local MCP server for searching official PipeCD docs.

5Memory & Knowledge

MCP Auth website & docs

mcp-auth

🔐 Plug-and-play auth for MCP servers.

5Memory & Knowledge

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.

5Memory & Knowledge

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

5Memory & Knowledge

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

4Memory & Knowledge

Notion ReadOnly MCP Server

Taewoong1378

4Memory & Knowledge

Readme

aep-dev

4Memory & Knowledge

McpDocs

josiahdahl

Provide documentation about your Elixir project's functions and functions of dependencies to an LLM through an SSE MCP server.

4Memory & Knowledge

Confluence MCP Server

tqiqbal

4Memory & Knowledge

MCPKG - Model Context Protocol Knowledge Graph

owulveryck

A MCP (Model Context Protocol) server that exposes primitives for interacting with a Knowledge Graph

4Memory & Knowledge

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)

4Memory & Knowledge

Notion MCP Server

ghubnerr

A Model Context Protocol (MCP) server for integrating with Notion workspaces (made before the official one 😅)

4Memory & Knowledge

Memory Custom

BRO3886

simple memory mcp server with custom memory location

4Memory & Knowledge

Tribal - Knowledge Service

agentience

4Memory & Knowledge

Confluence MCP Server Example

BootcampToProd

A Spring Boot AI-powered Model Context Protocol Server for interacting with Confluence Cloud

4Memory & Knowledge

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.

4Memory & Knowledge

solana-docs-server MCP Server

aldrin-labs

solana docs

4Memory & Knowledge

Notion MCP Server

SAhmadUmass

3Memory & Knowledge

Documentation MCP Server 📚🔍

sagacious-satadru

An MCP server that can work with Claude desktop to fetch documentation from langchain, llama-index, and OpenAI.

3Memory & Knowledge

Notion MCP Server

kyrelldixon

My implementation of a Notion MCP Server

3Memory & Knowledge

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.

3Memory & Knowledge

EVC Team Relay MCP

entire-vc

MCP server for reading and writing Obsidian vault documents via EVC Team Relay

3Memory & Knowledge

Easy Memory

FlippySun

Easy Memory MCP - Dual-engine embedding service with Qdrant vector store

3Memory & Knowledge

MCP Server for Minecraft Mod Documentation

Zhou-Shilin

Model Context Protocol (MCP) Server for Minecraft Modding Documentation

3Memory & Knowledge

Memory MCP 服务器

shadowcz007

一键启动 memory mcp ,对外提供sse服务

3Memory & Knowledge

knowledge-mcp

simon-k

MCP Server that serves knowledge from a Neo4J Database

3Memory & Knowledge

Mneme

TheGoatPsy

Local-first, audit-safe memory for Claude Code and MCP clients.

3Memory & Knowledge

MCP Server: Elasticsearch semantic search tool

jedrazb

MCP server to search up-to-date elasticsearch docs

3Memory & Knowledge

MCP Servers for IoT and Memory Management

jordy33

IoT Model Context Protocol Server Repository

2Memory & Knowledge

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.

2Memory & Knowledge

@tiberriver256/docs-to-mcp-cli

Tiberriver256

A CLI utility for turning your docs into a stdio MCP server

2Memory & Knowledge

Documentation MCP Server

SubaashNair

An MCP server for accessing updated documentation of popular libraries

2Memory & Knowledge

MCP RAG

kira1228

AI-powered Chat System with multiple MCP servers.

2Memory & Knowledge

docs-rs-mcp-server

liamwh

MCP Server Implementation for Rust documentation from Docs.rs

2Memory & Knowledge

MCP-RAG

kira1228

AI-powered Chat System with multiple MCP servers.

2Memory & Knowledge

docs-mcp-server MCP Server

xinlei413

2Memory & Knowledge

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.

2Memory & Knowledge

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.

2Memory & Knowledge

flux-docs

asrvd

site and docs for flux mcp server

2Memory & Knowledge

Google Docs MCP Server

highlight-ing

2Memory & Knowledge

ObsidianFetch

soukouki

MCP servers focused on fetching and presenting information from Obsidian vaults.

2Memory & Knowledge

Memory Bank MCP Server

TerLand0berver

2Memory & Knowledge

agenticMCP_rag

rajagopal17

Rag with MCP server

1Memory & Knowledge

notion-export-mcp-server

syucream

A MCP server that accesses to Notion unofficial API to export pages.

1Memory & Knowledge

MCP Knowledge Base

EXPESRaza

A knowledge base and experimental playground for exploring the Model Context Protocol (MCP)—understanding how hosts, servers, LLMs, and tools interact.

1Memory & Knowledge

AWS Knowledge Base MCP Server

daohoangson

1Memory & Knowledge

MCP Python SDK Documentation

aidecentralized

Read the docs Documentation for the MIT decentralized AI, MCP hackathon

1Memory & Knowledge

Integrating Model Context Protocol (MCP) Tools with Semantic Kernel: A Step-by-Step Guide

LiteObject

A comprehensive .NET demonstration of integrating Model Context Protocol (MCP) tools with Microsoft Semantic Kernel. Features a robust MCP client with 23+ built-in tools, intelligent error handling, and AI-powered tool orchestration. Includes both local .NET MCP server and extern

1Memory & Knowledge

Cardano MCP Server

Jimmyh-world

A specialized RAG gateway providing language models with Cardano blockchain knowledge. Enables AI assistants to access documentation, validate smart contracts, understand UTXO patterns, and discover development resources. Built on the MCP TypeScript SDK. Open-source.

1Memory & Knowledge

Knowledge Graph Memory Server

s2005

Standalone MCP server for enabling memory for Claude through a knowledge graph

1Memory & Knowledge

Bucketeer Docs Local MCP Server

bucketeer-io

Local MCP Server to query Bucketeer documentation

1Memory & Knowledge

Knowledge Tools Mcp

lhondikoi

An MCP server for interacting with various research & notetaking applications.

1Memory & Knowledge

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.