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MCP Servers

Discover awesome MCP servers.

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Memory & Knowledge

notion-export-mcp-server

syucream

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

1Memory & Knowledge

RAG Application

hulk-pham

A demo of Retrieval-Augmented Generation (RAG) application with MCP server integration.

1Memory & Knowledge

Q-CLI MCP Memory Server

gengisb

an MCP server implementing a memory feature for Q CLI

1Memory & Knowledge

Seta MCP - Up-to-date Local Docs for Coding

techformist

MCP server powered by local documentation

1Memory & Knowledge

Moxie Docs

Jackalope-Dev

MCP & Agent Skills for Moxie Docs

1Memory & Knowledge

yandex-wiki-search-mcp

dlbolshov

MCP server for Yandex Wiki with full-text search. Read and write pages, comments, attachments, and dynamic tables (grids) through 27 tools with typed input/output schemas; optional server-side read-only mode for agents.

1Memory & Knowledge

Knowledge Graph Memory Server

s2005

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

1Memory & Knowledge

Documentation Retrieval MCP Server (DOCRET)

Sreedeep-SS

A Model Context Protocol (MCP) server

1Memory & Knowledge

MCP-IQWiki: Model Context Protocol Server for IQ.wiki

IQAIcom

MCP server for accessing IQ.wiki content.

1Memory & Knowledge

Confluence Mcp Server

7nohe

Confluence APIを使用したMCP Serverのサンプル実装です。

1Memory & Knowledge

AWS Amplify Documentation MCP Server

ykethan

Model Context Protocol (MCP) server for AWS Amplify documentation

1Memory & Knowledge

MCP Python SDK Documentation

aidecentralized

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

1Memory & Knowledge

UseCortex MCP

darktw

UseCortex MCP Server — Give your AI coding agent a persistent memory. Read and write knowledge from any tool.

1Memory & Knowledge

Obsidian MCP Lite

yokarilight

A TypeScript-based MCP server for Obsidian, providing a simple interface to interact with Obsidian vaults.

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 Tools Mcp

lhondikoi

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

1Memory & Knowledge

knowledge-graph-generator-mcp-server

threezinedine

1Memory & Knowledge

README

hassaku63

Example MCP Server implements by Go

1Memory & Knowledge

Traffic Monitoring System Documentation

anisia20

1Memory & Knowledge

MCP Memory Graph Server

santahate

MCP-server implementing a memory system backed in MongoDB.

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

AI SDK MCP Docs Server

mongolyy

1Memory & Knowledge

Imagin.studio Api Docs

IMAGIN-studio

1Memory & Knowledge

AgenticMemory

Tyga.Cloud Ltd

Persistent memory for AI agents - conversation history, key-value context, and semantic search across sessions, plus FIFO queues. 17 MCP tools, remote SSE (nothing to install) or local stdio. Agents self-signup via CLI a

1Memory & Knowledge

SMMS_Semantic-Map-MCP-Server

yongzhouwangbowen

The repository SMMS creates an MCP server for instance-level semantic maps and provides a series of functional modules for 3D instance objects in semantic maps.

1Memory & Knowledge

Custom-Documentation_fetcher-server

MaitreyaM

1Memory & Knowledge

Bucketeer Docs Local MCP Server

bucketeer-io

Local MCP Server to query Bucketeer documentation

1Memory & Knowledge

AWS Knowledge Base MCP Server

daohoangson

1Memory & Knowledge

🚀 MCP Server for Document Processing

donphi

This MCP server lets AI assistants access and search your private documents, codebases, and latest tech info. It processes Markdown, text, and PDFs into a searchable database, extending AI knowledge beyond training data. Built with Docker, supports free and paid embeddings, and k

Memory & Knowledge

semantic-search-mcp-server

jingchun19

Memory & Knowledge
CM

Confluence MCP Server by CData

CDataSoftware

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Confluence (beta): https://www.cdata.com/download/download.aspx?sku=UGZK-V&type=beta

Memory & Knowledge
O

open.zhenhua.com

DerekZhenhua

专属tools

Memory & Knowledge

Reference

weyseing

Memory & Knowledge
SN

Sticky Note Mcp Server

aynul-abedin

Sticky Note MCP Server is a minimal yet powerful implementation of the **Model Context Protocol (MCP)** built with **FastMCP** in Python.

Memory & Knowledge

Kelnix Datamind Curator

kelnixsolutions

AI-Ready Data & Context Engineering API. Connect any data source — PostgreSQL, CRMs, APIs — and get clean, structured, AI-ready data in seconds. Natural language queries, semantic vector search, automated PII redaction, deduplication, and AI-powered context building for RAG pipel

Memory & Knowledge
NP

Npm Package Docs

meanands

A Model Context Protocol (MCP) server that provides up-to-date documentation for npm packages directly in your IDE. This tool fetches the latest README documentation from either the package's GitHub repository or the README bundled with the npm package itself.

Memory & Knowledge
SD

Spring Docs

tky0065

Enhanced Spring Documentation Access

Memory & Knowledge

FORGE Docs MCP Server

angrypenguinpng

Forge is an advanced 3D Gaussian Splatting renderer for THREE.js

Memory & Knowledge

MCP Memory Server

jvreagan

Memory & Knowledge

Memra

usememra

Memra MCP server — persistent memory for AI agents. EU-hosted, privacy-first, sub-100ms hybrid recall.

Memory & Knowledge

Wikipedia MCP Server

simakovvv

Memory & Knowledge

MCP Documentation Server

mahawi1992

MCP Documentation Server with AI Learning Capabilities

Memory & Knowledge

Project Memory MCP

PyneSys

An MCP server that enables AI agents to persistently store and retrieve project information from a memory file.

Memory & Knowledge
MM

MindCore Memory MCP

woshilaohei

AI long-term memory MCP server with importance scoring and confidence calibration. Enables AI agents to store, search, and retrieve long-term memories with semantic similarity and importance-weighted recall.

Memory & Knowledge

docs

chiisen

使用 Hexo 架設簡單的分享技術文件並發佈到"cloudflare",包含介紹文章: "全面瞭解 n8n v1.88.0 的重磅更新 —— MCP Server"、"教會你用 Google AI Studio 提早結束工作回家"、"C# 設計模式學習筆記與程式碼範例"、"JavaScript 設計模式學習筆記與程式碼範例"、"Functional Design Pattern 是一個結合函數式程式設計和設計模式的概念"

Memory & Knowledge
E

Engram

ayvazyan10

Persistent AI memory backend with semantic search and knowledge graph.

Memory & Knowledge

Semantic Ui React

Semantic-Org

Memory & Knowledge

Memory_mcp_server_go

h4ck4life

Memory & Knowledge
A

Arezzo

ConvergentMethods

Compile semantic document edits into correct Google Docs batchUpdate requests. UTF-16 arithmetic, cascading index shifts, OT-compatible ordering. MIT licensed.

Memory & Knowledge

TinyZKP

logannye

A height-compressed, sublinear-space STARK prover. Designed to make very long zero-knowledge proofs practical on fixed-memory hardware (CPUs, GPUs, & edge devices). Post-quantum. Built in Rust.

Memory & Knowledge

MCP Server README

RainbollD

Memory & Knowledge

AWS Documentation MCP Server

enomoto11

AWS Documentation MCP Server - AWS公式ドキュメントを活用したMCPサーバー

Memory & Knowledge

Contexo

sugihAF

AI Agent Context Versioning and Synchronization

Memory & Knowledge

📘 MCP Server Documentation

H1manshu01

Memory & Knowledge

MCP Documentation Project

verlyn13

An mcp server for my scopecam project.

Memory & Knowledge

README

Mookse

Memory & Knowledge

IaC Memory MCP Server

MCP-Mirror

Mirror of

Memory & Knowledge

Archangel Agency Mcp

Jthora

MCP server for Archangel Agency — query ontological research, Universal Language briefings, Context JSON frameworks (8 ontological documents from FusionGirl wiki), and A2A agent card. Human-service provider offering structured knowledge designed for AI agent consumption. Built on

Memory & Knowledge

Category-based Memory Server

mkusaka

Memory & Knowledge

notebook_mcp

redthing1

mcp server for your personal notes

Memory & 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.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.