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.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
fl0w1nd
grok image mcp server
tothienbao6a0
MCP server to generate design systems, tokens, and provide Figma layout information to AI coding agents like Cursor
R-lz
MCP Server for transcribing videos via video links and summarizing video content
0design
Make generic UI look consistent. No hardcoding, no ignoring your design system. Spec for AI-native design systems: tokens, slots and rules agents can discover and validate via MCP (coming in v2).
yestarz
NERVsystems
OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context Protocol. Features geocoding, routing, nearby places, neighborhood analysis, EV charging stations, and more.
TengMMVP
Doubao-Seedream生图MCP(即梦生图MCP)
devilcoder01
A simple minimal weather mcp server :)
zxypro1
@amap/amap-maps-mcp-server
kirbah
High-efficiency YouTube MCP server: Get token-optimized, structured data for your LLMs using the YouTube Data API v3.
ifmelate
MCP server which allow LLM in agent mode to analyze image whenever it needs
IA-Programming
YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic searches over video content—all without relying on the official API. By integrating
Carrieukie
A Model Context Protocol (MCP) server that connects AI assistants to the Spotify Web API. Enables natural language access to Spotify playback, search, playlists, and user profile data — ideal for building LLM-integrated music assistants.
OpenCageData
MCP server for querying the OpenCage geocoding API from within LLMs
i1s-abhishek
Local MCP server for YouTube metadata, thumbnails, comments, and analytics.
CLOUDWERX-DEV
A Model Context Protocol (MCP) server for generating and editing images using the OpenAI gpt-image-1 model.
sarthakkimtani
MCP server enabling Image Generation for LLMs, built in Python and integrated with Together AI.
CLOUDWERX-DEV
DiffuGen is a powerful yet user-friendly interface for local\edge image generation. Built on the Model Control Protocol (MCP), it provides a seamless way to interact with various Stable Diffusion models including Flux, SDXL, SD3, and SD1.5. Diffugen also features an OpenAPI Serve
peschinskiy
MCP server for Yandex Maps map rendering and geocoding APIs
cgoinglove
kakao map mcp server
ACAne0320
基于高德地图 API 的中国城市天气查询 MCP Server
Dominic-DK
Let any AI agent read your Mac — Calendar, Reminders, Notes, Contacts, Clipboard, Location, Weather — through Apple Shortcuts. Read-only, local, no account. Includes a harvested catalog of 539 Shortcuts actions and their parameter keys.
felores
Generate image and video creatives using Placid.app templates in MCP compatible hosts
hideya
Simple Weather MCP Server Example
hideya
Simple Weather MCP Server Example
ohhan777
MCP server using the Korea Weather Service (KWS)
rados10
MCP server for accessing YouTube Watch Later playlist
instructa
🎶 A simple MCP Server that search & plays youtube music tracks
rossshannon
Weather MCP server which returns 7 days of detailed weather forecasts anywhere in the world
Chandrahas455
An Extensive MCP server and a Gradio MCP client ( with Gemini ) with several tools made using win32com to intereact with Photoshop. Designing with Photoshop has never been more fun!
Ichigo3766
A MCP server that provides audio transcription capabilities using OpenAI's Whisper API
Aslan11
The purpose of this repo is to demonstrate how easy it is to leverage workflows as tools for MCP servers by taking modelcontext.io's weather example and making it durable by implementing the MCP tools as Temporal workflows
TahaBakhtari
The Torobjo MCP Server is a powerful implementation of the Model Context Protocol (MCP) for product search and Instagram analysis. It integrates with the Torob API for product searches and extracts captions from Instagram, featuring a modular design for easy use and optimized per
miapre
The design system copilot that builds Figma from HTML using your real components and tokens. Learns your system, surfaces your gaps.
manascb1344
MCP server enabling high-quality image generation via Together AI's Flux.1 Schnell model.
whiteknightonhorse
Universal MCP gateway for AI agents — 1108 tools, 307 providers. One endpoint (https://apibase.pro/mcp), pay-per-call with x402 USDC on Base + MPP USDC on Tempo.
moiri-gamboni
An MCP (Model Context Protocol) server (using FastMCP) to provide tools for listing local image files and reading their content. Designed for LLM agent integration.
mattcoatsworth
champierre
agentience
A Model Context Protocol (MCP) server that provides comprehensive information about React design systems, along with code generation capabilities for common UI patterns. Currently supports AWS Cloudscape Design System, with plans to add support for Material UI, Chakra UI, Ant Des
CaullenOmdahl
MCP server for Pexels stock photo and video API — search, browse collections, and get media details
Zippland
天气预报 MCP Server for weather forecast
mahecode
xhulz
Custom Model Context Protocol (MCP) Server that provides AI-powered tools to assist game developers in tasks related to combat balancing, skill analysis, level pacing, and simulation.
Ludo-AI
Generate game assets using AI: sprites, 3D models, animations, spritesheets, sound effects, music, and voice. Perfect for game developers and creative projects
limingchina
LLM MCP server using HereMaps API
yeonupark
Naver Map MCP Server
gotalab
minbang930
MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API to interact with YouTube videos.
HasData
Hosted Google Maps MCP server from HasData, no Google Cloud project needed. Search places, reviews, contributor history, photos and posts for Claude, Cursor and any MCP client.
AetherWave-Studio
Model Context Protocol server for AetherWave Studio - music, image, video, and band generation tools for Claude, Cursor, Continue, and custom agents.
x007xyz
An MCP Server for image processing that uses the Sharp library to provide image manipulation functionality. 这是一个用于处理图片的MCP Server,使用 sharp 库提供图片处理功能。
nattyraz
A Model Context Protocol (MCP) server for YouTube videos with caption extraction and markdown conversion capabilities
Sunwood-ai-labs
yorickchan
A Model Context Protocol (MCP) server that provides tools for downloading YouTube videos and audio using yt-dlp.
stantonk
Java Model Context Protocol SSE HTTP Server with Jetty
shibing624
weather-forecast-server, MCP server, without api key, free. Get weather for cities around the world. 免费天气预报MCP工具。
MichaelYangjson
hightemp
A simple MCP (Model Context Protocol) server that provides tools for searching and retrieving information from YouTube videos. This server can be used with AI assistants that support the MCP protocol.
HYPERVAPOR
mcp server for image professing
Common questions about MCP servers, tools, and integrations
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.
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.
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.
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.
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.
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.