MCP servers
38 servers that let your AI assistant read data and take actions in the tools you use.
Web-To-MCP
Web-to-MCP
Web-to-MCP lets you capture any real UI component from a live website and pull its exact details into your AI coding assistant. Click the Chrome extension, select an element, and you’ll get a reference ID. Paste that ID in Cursor or Claude, and your MCP server returns the component’s HTML, CSS, typography, colors, spacing, and layout context. What this really means is you stop guessing from screenshots and start from the source of truth. How it works 1. Open the extension and pick any element on a page. 2. Receive a reference ID for that capture. 3. In your IDE chat, call the MCP tool with the ID to fetch the spec and code. What you get Exact DOM structure plus consolidated CSS. Computed styles for sizing, spacing, fonts, and colors. Small preview image for quick visual check. Clean output you can use in React, Vue, Angular, or plain HTML/CSS. Why it’s useful Designers grab examples fast. Developers get accurate code. The handoff shrinks from trial-and-error to minutes, so teams ship UI that matches what they saw on the web.
McPing
Habiba-Abdelrehim
A full-stack collaborative team project: a Discord-style platform designed exclusively for McGill students, featuring discussion boards, secure user authentication, and personalized member profiles.
mcp-test-server
Shreyanand
The mcp-test-server creates test tools, resources, and prompts for OpenShift deployment. It features a note storage system with a custom URI scheme, allows note summarization with style options, and provides a tool to add new notes, ensuring efficient note management and client notifications.
KAFRMA-Backend
MauroStyleman
We build an interactive city tour with RAG,LLM,MCP for KdG -The Lab. This is the backend
KAFRMA-Frontend
MauroStyleman
We build an interactive city tour with RAG,LLM,MCP for KdG -The Lab. This is the frontend
ai-sdk-playground
niawjunior
An AI chat playground built with Vercel’s AI SDK — supports text to text to visualize, text streaming, multi-session memory, tool calling (MCP-style).
md_knowledge_graph_mcp
mccartykim
MCP server meant to create a knowledge graph in markdown flatfiles linked Obsidian-style
Utopia
altinoren
An MCP Server that simulates a set of smart home and lifestyle devices, allowing you to interact with them through AI agents.
protolint
yoheimuta
Protolint is a pluggable linter and fixer for Protocol Buffer files that enforces style and conventions. It provides a rich set of rules for validating proto files, including naming conventions, indentation, imports sorting, and more.
vLLM-with-MCP
juna-99
AI-powered vLLM Multi-Agent system with a connection hub (MCP style!)
MCP Server generates high-quality 3D cartoons and manages files securely.
samantha_mcp
arcAman07
Samantha is a headless Model Context Protocol (MCP) server that captures and syncs personal memories—from learning styles to hobbies and preferences—directly from conversational text. It exposes simple MCP resources and tools for any client (Claude Desktop, Cursor, offline LLMs) to programmatically get, update, import, and export user profiles.
Provides a bridge to the Buu AI platform for generating 3D models from text prompts in various styles including Realistic, LowPoly, Voxel, and Stylized.
Fashion Recommendation System
attarmau
Analyzes fashion images using CLIP to extract clothing attributes like style, color, and fabric, then generates personalized recommendations based on detected tags and user behavior.
Airgen
ricardolx
Generates visual assets like images, logos, icons, and SVGs using OpenAI's DALL-E models, providing designers and developers with a streamlined tool for intelligent asset creation across various styles and sizes.
Secure Filesystem
optistar
Provides secure filesystem access with strict path validation, enabling safe file operations like reading, writing, editing, and directory management through gitignore-style exclusion patterns and detailed JSON metadata.
Ghibli Video Generator
michaelyangjson
Transforms static images into animated Ghibli-style videos through the GPT4O Image Generator API with tools for credit balance checking and task monitoring.
WeRead
freestylefly
Integrates with WeRead e-book platform to provide access to book content, user highlights, and annotations with efficient cache management for research and literature analysis workflows.
tiktok-video-mcp-optimized
fly0pants
Optimized Multi-agent Communication Protocol (MCP) for TikTok-style short video generation system
mcp-video-maker
fly0pants
TikTok-style Short Video Multi-agent Collaborative Generation System Based on MCP Protocol
graphic-recording-mcp
Tomatio13
MCP server generates graphic recording-style HTML from Markdown input.