Anania is an AI-powered tool designed for comprehensive data analysis and document management. The platform allows users to connect different data sources, such as Excel files, databases, or URLs, and interact with them via a ChatGPT-like interface. Users can ask questions in plain English, and Anania translates these queries into SQL to deliver precise insights. It's a versatile tool suitable for professionals seeking to leverage their data without the need for complex coding skills.

Fabric is an AI-native workspace and file explorer tailored for both individuals and teams. It serves as a centralized hub where your drives, clouds, notes, links, and files are automatically gathered, creating an intelligent home. Acting as a copilot for everything you've ever seen or saved, Fabric aims to streamline information management. Users can connect various data sources, create notes, upload files, and save internet content, all within Fabric. Its ML-enriched search capabilities allow for natural language queries, making it easy to find any file or data by idea, concept, or theme.

FastMCP is an open-source Python framework for building MCP (Model Context Protocol) servers and clients that empower LLMs with external tools, data sources, and custom prompts. Developers define tool classes and resource handlers in Python, register them with the FastMCP server, and deploy using transport protocols like HTTP, STDIO, or SSE. The framework’s client library offers an asynchronous interface for interacting with any MCP server, facilitating seamless integration of AI agents into applications.