Web & Search

Exa Websets is an AI-powered data discovery tool that builds automated, self-updating collections of companies, people, and research. Designed for GTM teams and researchers, its key differentiator is a "neural" search engine that retrieves results based on semantic meaning rather than just keywords.

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.

NGSS Standards Explorer is an open-source Model Context Protocol (MCP) server that provides AI models with direct access to the Next Generation Science Standards. It is designed for educators and curriculum developers who use AI to generate lesson plans, ensuring that the resulting content is accurately aligned with specific SEPs, DCIs, and CCCs.

YouTube MCP is an open-source connector that allows AI models like Claude to browse YouTube, retrieve timestamped transcripts, and analyze channel metadata directly. It is designed for researchers and power users who want to query video content without leaving their AI chat interface. Its key differentiator is the high-precision retrieval of multilingual transcripts and granular engagement statistics.

Notion is an all-in-one workspace that consolidates note-taking, document collaboration, and project management into a single, highly customizable platform. It is designed for teams and individuals who want to build their own productivity systems using a unique "block-based" architecture. Its key differentiator is its unparalleled flexibility, allowing users to transform simple text into complex relational databases with a single command.

Paper Search is an open-source Model Context Protocol (MCP) server that enables AI agents to search, fetch, and extract full text from major academic repositories like arXiv, PubMed, and Google Scholar. It is designed for researchers and developers who want to ground AI-driven literature reviews in verified scientific data rather than model training data.

Google Drive is a ubiquitous cloud storage and collaboration platform that allows users to store, share, and co-edit files in real-time. It is designed for individuals and teams of all sizes, distinguishing itself through its seamless integration with Google Workspace and powerful AI-driven search capabilities.

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.

Brave Search API is a privacy-first web search engine that provides developers with structured results from an independent index of over 30 billion pages. It is designed for developers and AI researchers who need a reliable, ad-free alternative to the Google/Bing duopoly for powering apps and RAG systems.

Gmail is a market-leading email management platform that provides a robust suite of tools for organizing, searching, and automating personal and professional communications. It is designed for everyone from individual users to large enterprises, offering a seamless experience across web and mobile devices. Its key differentiator is its world-class search functionality and deep integration with the broader Google Workspace ecosystem.

RSS Reader (MCP) is an open-source Model Context Protocol server that allows AI assistants like Claude to browse, fetch, and read RSS feeds directly. It bridges the gap between static LLMs and real-time news by extracting full article content into clean, AI-friendly Markdown.

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.

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.

AI Research Assistant is an MCP (Model Context Protocol) server that bridges AI models like Claude with the Semantic Scholar database of over 200 million academic papers. It is designed for researchers who need to automate literature reviews, citation mapping, and data extraction directly within their AI chat environment. Its key differentiator is the ability to perform Retrieval-Augmented Generation (RAG) using full-text PDFs from arXiv and Wiley open-access sources without requiring a complex setup.