Files & Storage

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.

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.

NPM Sentinel is a Model Context Protocol (MCP) server that grants AI assistants like Claude real-time access to the NPM registry for package auditing. It is a specialized tool for developers that enables instant security, performance, and dependency analysis directly within an AI chat interface, eliminating the risk of data hallucinations.

Vibe Marketing MCP is an open-source Model Context Protocol server that equips AI agents with professional marketing frameworks and social media templates. It is designed for marketers and 'vibe coders' who want to automate high-quality content creation using structured tools rather than fragile text prompts. Its key differentiator is the translation of complex marketing strategies into standardized, executable schemas for AI hosts like Claude and Cursor.

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.

A specialized Model Context Protocol (MCP) server that bridges the Contabo Cloud API with AI agents like Claude. It allows developers to manage VPS infrastructure and object storage through natural language commands without writing custom integration code.

PlantUML Diagrams (by Infobip) is an MCP server that empowers AI assistants like Claude to generate, validate, and render technical diagrams directly within a chat workflow. It bridges the gap between natural language architecture descriptions and precise UML visuals by providing real-time syntax error correction and embeddable image URLs.

MCP Analytics is a specialized Model Context Protocol (MCP) server that connects real-time e-commerce and financial data from platforms like Shopify and Stripe directly to Claude and Cursor. It is designed for data-driven merchants and developers who want to perform complex forecasting and statistical analysis using natural language without manual CSV exports.

SpotDB is a secure, ephemeral SQL sandbox powered by DuckDB that allows AI agents to query and analyze CSV or Parquet files through the Model Context Protocol (MCP) or a REST API. It is designed for developers who need to give LLMs data analysis capabilities without the risk of exposing production databases or managing complex infrastructure. Its key differentiator is its native MCP integration, enabling instant 'plug-and-play' SQL tools for assistants like Claude.

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.

Instagram is a leading visual social media platform designed for brands and creators to build audiences through high-quality photos, short-form video (Reels), and ephemeral Stories. It serves as a vital marketing hub for businesses to showcase products and engage with over two billion monthly active users. Its key differentiator is its seamless integration of social commerce and visual storytelling, making it the primary discovery engine for modern consumers.