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.
Discover awesome MCP servers.
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
hideya
Simple Weather MCP Server Example
hideya
Simple Weather MCP Server Example
felores
Generate image and video creatives using Placid.app templates in MCP compatible hosts
instructa
🎶 A simple MCP Server that search & plays youtube music tracks
ohhan777
MCP server using the Korea Weather Service (KWS)
rados10
MCP server for accessing YouTube Watch Later playlist
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
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
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
rossshannon
Weather MCP server which returns 7 days of detailed weather forecasts anywhere in the world
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.
manascb1344
MCP server enabling high-quality image generation via Together AI's Flux.1 Schnell model.
miapre
The design system copilot that builds Figma from HTML using your real components and tokens. Learns your system, surfaces your gaps.
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
CaullenOmdahl
MCP server for Pexels stock photo and video API — search, browse collections, and get media details
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
mahecode
limingchina
LLM MCP server using HereMaps API
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.
Zippland
天气预报 MCP Server for weather forecast
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。
minbang930
MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API to interact with YouTube videos.
yeonupark
Naver Map MCP Server
gotalab
yorickchan
A Model Context Protocol (MCP) server that provides tools for downloading YouTube videos and audio using yt-dlp.
Sunwood-ai-labs
nattyraz
A Model Context Protocol (MCP) server for YouTube videos with caption extraction and markdown conversion capabilities
stantonk
Java Model Context Protocol SSE HTTP Server with Jetty
haichaozheng
mcp server and langgraph mcp adapeters
ArtixZ
MCP Google Maps server that can be used by claude, cursor, chatgpt, etc.
Antipas
An MCP server implementation that integrates with 4o-image API, enabling LLMs and other AI systems to generate and edit images through a standardized protocol. Create high-quality art, 3D characters, and custom images using simple text prompts.
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。
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.
AtlasCloudAI
MCP server for Atlas Cloud - AI API aggregation platform for image/video generation and LLM
HYPERVAPOR
mcp server for image professing
zym9863
The server acts as a bridge between MCP-compatible assistants and Together AI's image generation capabilities.
MichaelYangjson
dabidstudio
roberttomko
Podcast transcript API — turn any published podcast into clean Markdown with real speaker names. Built for AI agents.
OrbisAPI
500+ travel APIs for AI agents — flights, hotels, destinations. Pay per call with USDC via x402.
sichang824
A Figma API server implementation based on Model Context Protocol (MCP), supporting Figma plugin and widget integration.
aadilr
MCP server for ChangeThisFile — free file conversion between 690+ formats (image, video, audio, document, data, font, ebook, archive). No auth required.
shineforever
Youtube Transcript Download MCP
sokyran
An MCP (Model Context Protocol) server that provides location data from a local macOS app.
makerprism
AI-powered social media scheduler — Connect FeedMansion to Claude, Cursor, ChatGPT, and AI agents via MCP for automated content creation, scheduling, and posting
portal-labs-infrastructure
A demonstration Model Context Protocol (MCP) server implemented in TypeScript, showcasing dynamic tool and resource management, stateful HTTP sessions, and clean architectural patterns.
mohammeduvaiz
DLYZZT
MCP server to query weather in Chinese cities
moonray
An mcp server that efificiently generates a node tree and related metadata for a figma node.
dfeirstein
Model Context Protocol (MCP) server enabling AI clients (Cline, Claude Desktop) to generate images using OpenAI (DALL-E 3, gpt-image-1) and save them directly to the user's project directory.
MasonChow
paser source map
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.