node-DeepResearch is an autonomous web research engine that uses large language models to iteratively search, read, and reason over web content to answer complex questions. It provides a chat-based interface that displays real-time reasoning steps and final answers, and can be configured to focus exclusively on academic papers by limiting searches to academic repositories. The research engine operates through an agentic search-read-reason loop that repeatedly searches, reads, and reasons until a stopping condition is satisfied. It enforces a token budget to cap total consumption and failed at
quant-wiki is a comprehensive knowledge base and structured reference for quantitative finance, financial engineering, and algorithmic trading. It serves as a centralized library of documentation covering mathematical models, financial instruments, and systematic trading strategies. The project integrates AI-driven capabilities through a modular retrieval-augmented generation framework that extracts structured data from research papers and news. It features a multi-agent workflow engine designed to discover and validate predictive alpha factors, alongside tools for local large language model
This project provides an agentic web interaction engine designed to facilitate autonomous browser automation and large-scale data extraction. It serves as a framework for building and deploying agents that can navigate complex, JavaScript-rendered websites, interact with page elements, and execute multi-step workflows. By providing a structured environment for browser control, the system enables the creation of reusable automation scripts that can be deployed across diverse web platforms. The platform distinguishes itself through a comprehensive suite of security and traffic management tools,
A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
Multi-engine MCP server, CLI, and local daemon for agent web search and content retrieval — skill-guided workflows, no API keys.
الميزات الرئيسية لـ aas-ee/open-websearch هي: Search and Research.
تشمل البدائل مفتوحة المصدر لـ aas-ee/open-websearch: llmquant/quant-wiki — quant-wiki is a comprehensive knowledge base and structured reference for quantitative finance, financial engineering,… jina-ai/node-deepresearch — node-DeepResearch is an autonomous web research engine that uses large language models to iteratively search, read,… browser-act/skills — This project provides an agentic web interaction engine designed to facilitate autonomous browser automation and… adenot/mcp-google-search — A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage… andybrandt/mcp-simple-pubmed — MCP server for searching and querying PubMed medical papers/research database. andybrandt/mcp-simple-arxiv — Tool to work with arXiv, provide LLM with ability to search and read papers from there.