Files & Storage

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 a Model Context Protocol server that allows AI agents like Claude to interact directly with YouTube content, including searching videos and fetching deep metadata. It is primarily for researchers and developers who need to perform automated video analysis, summarization, and RAG (Retrieval-Augmented Generation) without manual copy-pasting. Its key differentiator is the ability to retrieve timestamped, multilingual transcripts natively within an AI's context window.

Google Drive is a ubiquitous cloud storage and collaboration platform that allows users to store, share, and edit files in real-time. It is designed for everyone from individual consumers to large enterprises, with its key differentiator being its seamless, deep integration with the Google Workspace ecosystem and its powerful AI-driven search capabilities.

NPM Sentinel is an AI-native Model Context Protocol (MCP) server that provides real-time security, dependency, and performance intelligence for NPM packages. It is specifically designed for developers using AI agents like Claude to automate the vetting and auditing of software libraries directly within their coding workflows.

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.

Instagram (specifically for Business and Creator accounts) is a visual-first social media platform owned by Meta that enables programmatic media publishing, audience engagement, and analytics. It is the primary tool for brands and influencers to reach a mobile-first audience, differentiated by its deep integration with the Meta advertising and commerce ecosystem.

A Model Context Protocol (MCP) server that connects AI agents to Semantic Scholar and arXiv for real-time academic research. It is designed for researchers and developers who need LLMs to perform grounded literature searches, citation analysis, and full-text PDF extraction. Its key differentiator is the ability to fetch full-text content from arXiv and Wiley open-access sources without requiring an upfront API key.

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.

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.

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.

Paper Search is an open-source Model Context Protocol (MCP) server designed to give AI agents direct access to global academic repositories. It enables researchers to search, retrieve metadata, and extract full-text content from sources like arXiv and PubMed through a unified interface. Its key differentiator is the support for eight simultaneous academic platforms, streamlining the transition from discovery to deep analysis within LLM workflows.