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MCP Servers

Discover awesome MCP servers.

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🎯 ShotGrid MCP Server

loonghao

A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.

60Other

pure.md MCP server

puremd

Unblock, scrape, and search tools for MCP clients

60Other

Mcp Difyworkflow Server

gotoolkits

mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows.

60Other

📈 Nasdaq Data Link MCP 🤖

stefanoamorelli

A Nasdaq Data Link MCP (Model Context Protocol) Server

60Data & Analytics

ESXi MCP Server

bright8192

A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.

60Cloud & Infrastructure

App Store Scraper MCP Server

appreply-co

This is an MCP server that provides tools to LLMs for searching and analyzing apps from both Google Play Store and Apple App Store – perfect for ASO.

60Browser Automation

🖼️ Unsplash Smart MCP Server

drumnation

AI-powered FastMCP server for intelligent stock photo search, download, and attribution management from Unsplash

60Other

shadcn-ui MCP Server

ymadd

MCP server for shadcn/ui component references

60Other

Atom of Thoughts (AoT)

kbsooo

Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into independent atomic units of thought, using the dependencies between these units to deliver more robust reasoning and validated insights.

60Other

astro-mcp

morinokami

MCP server to support Astro project development

59Other

Whale Tracker MCP Server

kukapay

A mcp server for tracking cryptocurrency whale transactions.

59Other

react-analyzer-mcp

azer

MCP server for analyzing & generating docs for React code locally

59Other

Muppet Kit

muppet-dev

Debugging and Testing tool for MCP servers

59Other

Make CoPilot an Interactive Programmer

PEZ

VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.

59Other

Make CoPilot an Interactive Programmer

BetterThanTomorrow

VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.

59Other

Tripadvisor MCP Server

pab1it0

A Model Context Protocol (MCP) server for Tripadvisor Content API. This provides access to Tripadvisor location data, reviews, and photos through standardized MCP interfaces, allowing AI assistants to search for travel destinations and experiences.

59Media & Design

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.

59Memory & Knowledge

Make CoPilot an Interactive Programmer

BetterThanTomorrow

VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.

59Other

Voice Call MCP Server

lukaskai

59Other

mcp-kubernetes

Azure

A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and Kubernetes

59Cloud & Infrastructure

Last9 MCP Server

last9

Last9 MCP Server

59Other

Vectorize MCP Server

vectorize-io

Official Vectorize MCP Server

59Other

GitLab MCP Server

yoda-digital

Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).

59Version Control

MKP - Model Kontext Protocol Server for Kubernetes

StacklokLabs

MKP is a Model Context Protocol (MCP) server for Kubernetes

59Cloud & Infrastructure

MCP server w/ Browser Use

JovaniPink

FastAPI server implementing MCP protocol Browser automation via browser-use library.

59Browser Automation

DeployStack

deploystackio

Open source MCP hosting - deploy MCP servers to HTTP endpoints for n8n, Dify, Voiceflow, and any MCP client.

58Other

Outlook MCP Server

Wallisking1991

58Communication

Ops Mcp Server

Heht571

服务器、网络设备巡检和运维MCP工具

58Other

FinData Mcp Server

zlinzzzz

FinData enables your AI agents retrieve financial data from different providers like Tushare, Wind, and DataYes.

58Other

Getting Started with Remote MCP Servers using Azure Functions (Node.js/TypeScript)

Azure-Samples

This is a quickstart template to easily build and deploy a custom remote MCP server to the cloud using Azure functions. You can clone/restore/run on your local machine with debugging, and azd up to have it in the cloud in a couple minutes. The MCP server is secured by design.

58Cloud & Infrastructure

Mcp Codebase Index

MikeRecognex

17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.

58Other

Google Calendar MCP Server

takumi0706

Google Calendar MCP server for Claude Desktop integration

58Productivity

Webpage Screenshot MCP Server

ananddtyagi

An MCP that gives your agent the ability to snap a screenshot of webpages. Useful when you want your agent to check its progress during development.

58Browser Automation

Amadeus MCP Server

donghyun-chae

Amadeus MCP(Model Context Protocol) Server

58Other

Mathematical Calculator MCP Server

huhabla

A Model Context Protocol (MCP) server that provides Claude with advanced mathematical calculation capabilities

58Other

Prometheus MCP Server

tjhop

MCP server for LLMs to interact with Prometheus

58Developer Tools

MCP PowerShell Exec Server

dfinke

MCP Server for executing PowerShell scripts

58Developer Tools

Whois MCP

bharathvaj-ganesan

MCP Server for whois lookups.

57Other

Roo Code Memory Bank MCP Server

IncomeStreamSurfer

57Memory & Knowledge

OpenRouter MCP Multimodal Server

stabgan

MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from Claude Desktop, Cursor, Kiro, VS Code.

57AI & Agents

shell-command-mcp

egoist

MCP server for executing shell commands.

57Developer Tools

Apiclaw — Amazon Data Api For Ai Agents

SerendipityOneInc

APIClaw Skills - AI Agent capabilities for Amazon Product Research

57Data & Analytics

create-mcp-server-app

boguan

A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling

57Other

Build a MCP Server

nicknochnack

A complete walkthrough on how to build an MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity.

57Developer Tools

MCP SSH Server

shaike1

57Developer Tools

HMR Docs

promplate

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

57Memory & Knowledge

MCP DuckDB Knowledge Graph Memory Server

IzumiSy

MCP Memory Server with DuckDB backend

57Memory & Knowledge

XcodeMCP

lapfelix

MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to return clear build results

57Other

MCP Auth Python SDK

mcp-auth

🔐 Plug-and-play auth for Python MCP servers.

57Developer Tools

mcp-clj

hugoduncan

An MCP server written in clojure

57Other

create-mcp-app

boguan

A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling

57Other

What is WayStation

waystation-ai

The only MCP Server you need. Connect any MCP host with the tools you use daily through our no-code, secure integration hub.

57Other

NS Travel Information MCP Server

r-huijts

A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel information and disruptions using the official Dutch NS API.

56Media & Design

CrewAI Enterprise MCP Server

crewAIInc

MCP Server for kicking off and getting status of your crew deployments

56Other

Skywork Super Agents

Skywork-ai

56Other

mcp-server-flomo MCP Server

chatmcp

Write notes to Flomo

56Other

Boba MCP

Able-labs-xyz

Boba CLI - The bridge between agents and decentralized trading.

56Finance & Commerce

Azure Data Explorer MCP Server

pab1it0

A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.

56Data & Analytics

Gemini Function Calling + Model Context Protocol(MCP) Flight Search

arjunprabhulal

Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's flight search tools

56AI & Agents

Gmail

shinzo-labs

MCP Implementation for Gmail Services

56Communication

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.