"Iterating on UI designs and improving prompts" matching MCP servers:

MCP server for extracting UI components, design tokens, and patterns from websites and generating production-ready React, Vue, and HTML components.

Enables AI agents to drive Playwright-based browser automation for UI testing, returning JSON/HTML reports with screenshots without server-side LLM or test scripts.

KoliBri - the accessible Web Components library.

Enables developers to search and retrieve captured UI and interaction cases by their intended purpose during coding sessions, making reproduced design references directly available to coding agents.

MCP server for UI research that helps agents discover visual patterns, generate original HTML/CSS components, and track deliverables without copying third-party code.

Enables a chat session's owner to reach any host through arbitrary HTTP methods with custom headers and bodies, raw TCP sockets, outbound WebSockets, and browser-grade scraping that solves challenges and discloses explicit failover routing.

Enables AI agents to perceive and interact with web interfaces by extracting a unified UI Scene Graph from live URLs, providing tools for navigation, element detection, visual analysis, and state tracking.

Complete Vinted MCP and CLI Server

Enables users to search and retrieve UI/UX job listings from uiuxjobsboard.com through read-only MCP tools, supporting keyword, location, remote, date, and result-limit filters. It returns structured job details including title, company, location, apply URL, publication date, and remote status.

Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

AI-native design engineering platform that converts Figma or live websites into a semantic design graph for code generation, and generates Figma designs from prompts with a self-improving director loop.

AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.

An MCP-native pipeline for collecting structured intelligence on higher education institutions using the WHED schema, enabling scraping, extraction, validation, and saving of profiles.

A fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built for AI Agents (Cursor, Claude Code, OpenCode), it uses a stealth browser engine to fetch pages, dynamically handles SPAs/React, and converts bloat into token-optimized Markdown.

📈 提供股票、加密货币的数据查询和分析功能MCP服务器

Enables web search via Serper API with advanced search operators and webpage scraping capabilities to extract content in plain text or markdown format.

Exposes Amazon Nova Act web automation capabilities through the Model Context Protocol, enabling AI agents to perform browser tasks like navigation, data extraction, and form interaction.

Enables AI agents to discover new and pre-launch Shopify stores from public CT logs and RDAP data, and to check any list of domains for Shopify usage with registration dates and store metadata.

Enables AI agents to read social media and article links that return no useful HTML, returning transcripts, on-screen text, image OCR, captions, metadata, and optional viral breakdowns with verbatim-checked quotes or translations. Works with Xiaohongshu, Douyin, TikTok, YouTube, X, and ordinary web pages through a hosted remote endpoint, with a Python SDK, CLI, and stdio bridge for clients that need them.

Provides web search and page fetching capabilities using Ollama's API.