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MCP Servers

Discover awesome MCP servers.

Other

Mnemos

arhuman

Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.

8Other

Model Context Protocol ( MCP ) Python server to use with continue.dev

alexsmirnov

8Other

gaggiuino-mcp

AndrewKlement

Gaggiuino MCP server

8Other

AI-Create-MCP (WIP)

xxlv

ai-create-mcp is a Go-based tool that converts OpenAPI Specification (OAS) files into a Model Context Protocol (MCP) program.

8Other

Orcarouter

Continuum-AI-Corp

Official MCP server for OrcaRouter — the LLM gateway with auto-routing and fallback chains. Browse models and chat from Claude Desktop, Cursor, Windsurf, or any MCP client.

8Other

Tidemind

SawyerHan-AI

A living second brain that connects everything you think with — your AI agents, your notes, and beyond.

8Other

Spring Boot AI

rogervinas

🍀 🤖 Spring Boot AI - Evaluation Testing

8Other

Mcp Server Reposearch

happyZYM

8Other

mcp-server

wangle201210

8Other

mcp-one

MCPHubCloud

A unified All-in-One entrance for mcpservers, which manages various types of mcpservers.

8Other

AegnticMCP

aegntic

AegnticMCP automates the creation and management of MCP servers, ensuring they are stable, adaptable, and intelligent.

8Other

Contentful Delivery MCP Server

mshaaban0

Contentful MCP Server for Delivery API

8Other

🚀 MCP Server Chart - 完全离线版本

liukeyu800

8Other

AtomGit MCP Server

kaiyuanxiaobing

8Other

Unsplash MCP Server

JavaProgrammerLB

java version unsplash mcp server

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Edge Delta MCP Server

edgedelta

Edge Delta MCP Server

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medRxiv MCP Server

JackKuo666

🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP interface.

8Other

Taroify Mcp

taroify

Taroify MCP 是一项独立的 MCP(模型上下文协议)服务,旨在将 Taroify 与大模型连接起来。它使大模型能够直接从文档中检索组件、API数据。

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ENS MCP Server

JustaName-id

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VictoriaMetrics MCP Server

yincongcyincong

MCP Server for the VictoriaMetrics.

8Other

Pearl MCP Server

Pearl-com

A Model Context Protocol (MCP) server implementation that exposes Pearl's AI and Expert services through a standardized interface

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OpenDigger MCP Server

X-lab2017

MCP server of OpenDigger

8Other

WildFly MCP

wildfly-extras

WildFly MCP server and other tooling to integrate WildFly in AI space

8Other

mcp-excel-server

bigcoder84

mcp-excel-server is a project based on the Spring AI MCP framework. Its main function is to provide large language model (LLM) with the ability to read and write local Excel files with the help of MCP protocol.

7Other

WAII MCP Server

waii-ai

waii mcp server

7Other

Nonead Universal-Robots MCP Server

nonead

nUR_MCP_SERVER is an intelligent industrial collaborative robot control middleware system built based on the MCP (Model Control Protocol) interface protocol. It realizes the natural language interactive control of industrial robots by integrating a large language model (LLM).

7Other

WeatherXM PRO MCP Server

WeatherXM

This MCP server exposes the WeatherXM PRO APIs as MCP tools, allowing clients to access weather station data, observations, and forecasts through the MCP protocol.

7Other

Sitemap MCP Server

mugoosse

MCP server for fetching, parsing and crawling sitemaps of a given website

7Other

Prefect MCP Server

fortunto2

MCP server for interacting with the Prefect API

7Other

Unofficial dubco-mcp-server

Gitmaxd

The (Unofficial) dubco-mcp-server enables AI assistants to manage Dub.co short links via the Model Context Protocol. It provides three MCP tools: create_link for generating new short URLs, update_link for modifying existing links, and delete_link for removing short links.

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Google Tasks MCP Server

mstfe

Node.js server implementing Model Context Protocol (MCP) for Google Tasks

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PubChem MCP Server

PhelanShao

Enables large language models to correctly query molecular databases and generate structure files

7Other

Nature Remo MCP server

noboru-i

MCP Server for the Nature Remo API.

7Other

Cruxible Core

cruxible-ai

Hard, verifiable state layer for AI agents

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mcp-server-bwt

zizzfizzix

Model Context Protocol (MCP) server for Bing Webmaster Tools (BWT) allowing Claude.ai and other clients to interact with the BWT API

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SuperGateway 介绍

coding-alt

Run MCP stdio servers over SSE and SSE over stdio. AI gateway.

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McpR

BrennanConroy

Demo MCP Server using SignalR

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Dictionary Server

meowrain

一个可以使用cambridge dictionary查询单词的mcp服务器

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PuppyGraph MCP Server

puppygraph

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Google Forms MCP Server with CamelAIOrg Agents Integration

adarshp14

7Other

Disco

leap-laboratories

Discovery Engine — find novel, statistically validated patterns in tabular data

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QRCode_MCP

1595901624

A Model Context Protocol (MCP) server for generating simple QR codes. Support custom QR code styles.

7Other

Binalyze AIR MCP Server

binalyze

Binalyze AIR MCP Server

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Divide and Conquer MCP Server

landicefu

7Other

Qweather1

overstarry

7Other

EOL MCP Server 📅

ducthinh993

A Model Context Protocol (MCP) server that enables AI assistants like Claude to check software end-of-life (EOL)

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JSR-MCP Server

sigmaSd

A Model Context Protocol (MCP) server that provides access to JSR (JavaScript Registry) module documentation.

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FlightRadar MCP Server

Cyreslab-AI

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MCP Server for Screener.in

minhaj3

7Other

mcp-musicplayer-netease

zxs731

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🍋 Lemonade Stand MCP Server

jimmcq

A simple, working example of a Model Context Protocol (MCP) server that lets you play the classic Lemonade Stand game through Claude Desktop.

7Other

School MCP

54yyyu

A Model Context Protocol (MCP) server for academic tools, integrating with Canvas and Gradescope platforms.

7Other

OpenSpartan Forerunner

dend

🪐 MCP server for Halo Infinite.

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element-plus-mcp

dweb-channel

element-plush mcp server

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MCP NVD Server

gkhays

MCP server that retrieves CVE information

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Gitee MCP Server

normal-coder

Let AI operate Gitee Repositories / Issues / Pull Requests for you through MCP

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proof-of-commitment

piiiico

Supply chain security risk scorer for npm, PyPI, Cargo, and Go — behavioral signals that can't be faked

7Other

Hallucina

smadi0x86

An LLVM-based obfuscation tool designed to confuse LLM clients interacting with custom MCP disassembler servers.

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🤖 OpenAPI MCP Server

JacerOmri

CLI tool to create an MCP server exposing services from an OpenAPI specification

7Other

LaTeX to MathML MCP Server

HappyAny

A Model Context Protocol (MCP) server that converts LaTeX mathematical expressions to MathML format.

7Other

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.