Web & Search

Korean Law Search (lexlink-ko-mcp) is a Model Context Protocol (MCP) server that connects AI assistants like Claude and Cursor directly to the official South Korean National Law Information Center. It is designed for legal professionals and developers who need to perform structured, natural-language research on Korean statutes and administrative rules. Its key differentiator is the ability to drill down into specific article hierarchies and access English translations within an AI-native workflow.

Next.js Tailwind Assistant is an open-source Model Context Protocol (MCP) server that provides AI agents with real-time access to Next.js 15+ and Tailwind CSS documentation. Designed for developers using AI-first IDEs like Claude or Cursor, it differentiates itself by offering pre-indexed Catalyst UI components and professional design patterns directly to the LLM's context.

tcmb_mcp is an open-source Model Context Protocol (MCP) server that provides AI assistants with direct access to Turkish Central Bank (TCMB) exchange rate data. It enables developers and financial analysts to fetch historical rates dating back to 1996 and perform currency conversions with built-in holiday awareness.

WebSim Explorer is an open-source Model Context Protocol (MCP) server designed to search, filter, and analyze the vast ecosystem of AI-generated simulations on WebSim.ai. It is a specialized utility for developers and power users who want to programmatically discover trending projects, track influential creators, and curate digital assets. Its key differentiator is the ability to integrate WebSim’s database directly into AI environments like Claude Desktop for real-time research.

BigVik193-reddit-ads is an open-source Model Context Protocol (MCP) server that allows AI assistants like Claude to directly manage and analyze Reddit advertising campaigns. It is designed for developers and technical marketers who want to bridge the gap between LLMs and the Reddit Ads API, offering a unique way to control ad spend through conversational interfaces.

Stagehand is an AI-powered browser automation framework that enables developers to control web browsers using natural language instructions instead of fragile CSS selectors. It is designed for engineering teams building web agents and resilient E2E tests, with a key differentiator in its "self-healing" ability to adapt to website layout changes automatically.

ArXiv Scout is an open-source tool and Model Context Protocol (MCP) server designed to streamline academic research by automating the retrieval, full-text extraction, and summarization of arXiv papers. It serves researchers and students by providing advanced query capabilities and side-by-side paper comparisons directly within AI agent workflows.

Web Scout is a free, privacy-focused MCP server that enables AI assistants to perform web searches and extract clean webpage content without requiring paid API keys. It serves as a lightweight bridge for developers using tools like Claude Desktop or Cursor to provide their AI agents with real-time internet access via DuckDuckGo.

MTG Chinese Card Database (sbwsz-mcp) is an open-source Model Context Protocol (MCP) server that provides AI agents with direct access to localized Magic: The Gathering card data. It enables complex, natural-language card queries and unique visual generation tools specifically for the Chinese-speaking MTG community.

BiliStalkerMCP is an open-source Model Context Protocol (MCP) server that enables AI agents to directly access and analyze Bilibili's ecosystem, including video subtitles, articles, and user dynamics. It is designed for developers and researchers who need to integrate real-time data from China's premier video platform into LLM workflows like Claude Desktop.

Open-WebSearch is a Model Context Protocol (MCP) server that provides AI agents with free web search capabilities across multiple engines like Bing, Google, and DuckDuckGo without requiring individual API keys. It is specifically designed for developers and AI engineers who need a cost-effective way to ground LLMs in real-time data, featuring unique support for developer-centric platforms like GitHub, CSDN, and Juejin.