Research & Data
31 agents tracked · Open-source-first, with limited public GitHub comparators · Ranked by trust score · Updated 2026-08-15 09:32 UTC
HVTracker independently evaluates 31 research & data using daily signals from GitHub, package registries, and security databases. The category is open-source-first, with a limited set of public GitHub-hosted proprietary or source-available comparators when they are important ecosystem reference points. Each agent is scored on activity, adoption, transparency, safety, and identity. The top-ranked research & data is Docling with a trust score of 88.5/100 (Grade A). Other leading projects include WrenAI and Unstructured.
| # | Agent | Trust | Stars | Language |
|---|---|---|---|---|
| 1 | Docling A Listed Get your documents ready for gen AI | 88.5 | 64.8k | Python |
| 2 | WrenAI A Listed GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natur | 86.1 | 17.3k | Python |
| 3 | Unstructured A Listed Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex doc | 85.9 | 15.3k | HTML |
| 4 | Firecrawl B Listed The context API to search, scrape, and interact with the web at scale. 🔥 | 74.2 | 167.6k | TypeScript |
| 5 | DeerFlow B Listed An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories | 67.3 | 80.0k | Python |
| 6 | Crawl4AI C Listed 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN | 64.4 | 78.2k | Python |
| 7 | Vibe-Trading C Listed "Vibe-Trading: Your Personal Trading Agent" | 63.5 | 30.9k | Python |
| 8 | GPT Researcher C Listed An autonomous agent that conducts deep research on any data using any LLM providers | 62.5 | 29.0k | Python |
| 9 | Maxun C Listed 🔥 The open-source no-code platform for web scraping, crawling, search and AI data extraction • Turn websites into struct | 61.7 | 17.1k | TypeScript |
| 10 | OpenBB C Listed Open Data Platform for analysts, quants and AI agents. | 59.9 | 71.9k | Python |
| 11 | SurfSense C Listed Open-source NotebookLM alternative. Research the open web with live data(Reddit, YT, IG, TikTok, Indeed, Google Search, | 58.4 | 15.9k | Python |
| 12 | Lumibot C Listed Backtestable AI trading agents and Python algorithmic trading strategies for stocks, options, crypto, futures, forex, SE | 55.9 | 1.9k | Python |
| 13 | FinRobot D Listed FinRobot: An Open-Source AI Agent Platform for Financial Applications using LLMs 🚀 🚀 🚀 | 49.5 | 7.8k | Jupyter Notebook |
| 14 | MiroThinker D Listed MiroThinker is a deep research agent optimized for complex research and prediction tasks. Our latest models, MiroThinker | 45.2 | 8.4k | Python |
| 15 | STORM D Listed An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. | 44.6 | 31.0k | Python |
| 16 | auto-deep-researcher-24x7 D Listed 🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Wor | 42.2 | 1.3k | Python |
| 17 | Sotopia agents D Listed Sotopia: an Open-ended Social Learning Environment (ICLR 2024 spotlight) | 39.9 | 326 | Python |
| 18 | Open Deep Research (dzhng) D Listed An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web sc | 38.5 | 19.6k | TypeScript |
| 19 | Tongyi DeepResearch D Listed Tongyi Deep Research, the Leading Open-source Deep Research Agent | 34.9 | 19.8k | Python |
| 20 | Agent Laboratory D Listed Agent Laboratory is an end-to-end autonomous research workflow meant to assist you as the human researcher toward implem | 31.0 | 5.8k | Python |
| 21 | MindSearch D Needs review 🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT) | 27.5 | 6.9k | JavaScript |
| 22 | Wisp Science D Listed Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, | 24.4 | 1.1k | HTML |
| 23 | llm-for-zotero D Listed An open-sourced research agent system deeply rooted in your Zotero library. | 23.9 | 2.6k | TypeScript |
| 24 | EvoScientist D Listed 🔬 Harness Vibe Research with Self-evolving AI Scientists | 22.1 | 4.6k | Python |
| 25 | TradingAgents-astock D Listed A股多Agent投研框架 — 适配A股数据源(龙虎榜/游资/解禁等)，7位分析师基于A股规则的辩论决策，基于TradingAgents深度改造，适配大A。A-share multi-agent investment research fra | 19.4 | 2.8k | Python |
| 26 | DeepAnalyze D Listed DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！ | 18.6 | 4.5k | Python |
| 27 | deep-research D Listed Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server. | 17.2 | 4.7k | JavaScript |
| 28 | InternAgent D Listed InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery | 16.9 | 1.4k | Python |
| 29 | luxas D Listed An autonomous research colleague — from a question to a compiled manuscript, while you sleep. | 15.2 | 746 | TypeScript |
| 30 | FinnewsHunter D Listed FinnewsHunter: Multi-agent financial intelligence platform powered by AgenticX. Real-time news analysis, sentiment fusio | 14.0 | 1.5k | Python |
| 31 | ai-hedge-fund-crypto D Listed AI-Hedge-Fund for Crypto 🚀 AI-powered hedge fund for cryptocurrency trading, leveraging LLM agents for intelligent deci | 10.2 | 615 | Python |
Grade = trust band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50 — methodology