ddgs: DDGS (Dux Distributed Global Search) is a Python metasearch library designed to aggregate search results from various web search engines. It offers functionalities for text, image, video, news, and book searches, available through both a command-line interface and an API server with MCP integration.; fast-agent: fast-agent is a CLI-first framework for building and interacting with sophisticated multimodal AI agents and workflows. It offers comprehensive support for various LLM providers, structured outputs, and vision, with unique features like MCP Feature support and live streaming responses to the terminal.
Performing comprehensive web searches across multiple engines
Rapid development and testing of sophisticated multimodal AI agents and workflows.