Awesome AI Agent Stack

Domain Agents: Finance, Healthcare, Research & More

Vertical agents and assistants for specific industries.

Finance

• TauricResearch/TradingAgents - Multi-agent LLM financial-trading framework; a good study in role-specialized agents.
• virattt/dexter - An autonomous agent for deep financial research.
• OpenBB-finance/OpenBB - Open Data Platform for analysts, quants and AI agents.
• microsoft/qlib - Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant.
• virattt/ai-hedge-fund - Multi-agent hedge fund: analyst, researcher, risk, and portfolio manager agents.
• AI4Finance-Foundation/FinGPT - Open-source finance LLMs and agents for financial data analysis.
• AI4Finance-Foundation/FinRL-Trading - AI-native modular trading infrastructure built on the FinRL-X stack.
• AI4Finance-Foundation/FinRL-Meta - Market environments and benchmarks for financial reinforcement learning.
• AI4Finance-Foundation/FinRobot - AI agent platform for financial analysis and decision support.
• HKUDS/AI-Trader - Agent-native trading platform with collective intelligence.
• huygiatrng/AlpacaTradingAgent - Multi-agent LLM trading on the Alpaca platform.
• HKUDS/Vibe-Trading - Personal trading agent with multi-agent teams.
• Kahtaf/OpenCandle - Financial investigator agent for deep market research.
• Open-Finance-Lab/AgenticTrading - LLM trading-agent research and paper-trading platform.
• YichengYang-Ethan/oracle3 - Prediction-market trading engine with Wang Transform pricing.
• ValueCell-ai/valuecell - Community multi-agent platform for financial applications.
• OpenByteInc/QuantDinger - Self-hosted AI trading platform with agent strategies and backtesting.
• The-Swarm-Corporation/AutoHedge - Autonomous hedge fund built from collaborating trading agents.
• AI4Finance-Foundation/FinRL - Deep reinforcement learning library for financial trading.
• shy3130/tick-stock-panel - Self-hosted A-share stock screening, monitoring and backtesting with LLM analysis.
• alsk1992/CloddsBot - Autonomous AI trading agent across prediction and crypto markets.

Healthcare & life sciences

• Project-MONAI/MONAI - AI Toolkit for Healthcare Imaging.
• shibing624/MedicalGPT - MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。.
• awslabs/hcls-agent-skills - 42 healthcare and life-sciences agent skills for AI scientists.
• Ediebah/clinical-insight-agent - AI data-science agent over a dbt healthcare warehouse, CI-enforced.
• Azure-Samples/healthcare-agent-orchestrator - Multi-agent healthcare accelerator focused on cancer care.
• Genentech/CLADD - RAG-enhanced collaborative agents for drug discovery.
• jackysiupuichung/virtual-biotech-scientist - Closed-loop multi-agent AI scientist for drug-target discovery.
• jinlab-imvr/MedAgent-Pro - Evidence-based multimodal medical diagnosis (ICLR 2026).
• K-Dense-AI/drug-discovery-agent-skills - Bundle of 37 drug-discovery agent skills.
• KaiChenNJ/MDTeamGPT - Self-evolving multi-agent multidisciplinary medical consultations.
• MAXNORM8650/MedAgentSim - Self-evolving multi-agent clinical simulations (MICCAI 2025).
• monk1337/Bio-Autoresearch - Karpathy-style autonomous loop for rare disease drug discovery.
• Open-Medica/open-medical-skills - Marketplace of 700+ physician-reviewed medical AI skills.
• StanfordBDHG/HealthGPT - Query Apple Health data with natural language.
• The-Swarm-Corporation/MedicalCoderSwarm - Multi-agent diagnosis and ICD-10 medical coding.
• tokisaka23/RxLM-Med-Agent - Multimodal clinical diagnostic agent with System 2 reasoning.
• wu-yc/LabClaw - 240-skill biomedical AI agent skill library.
• Wangyixinxin/MMedAgent - Multimodal medical tool-using agent (EMNLP 2024).
• wzn99/DrugPilot - LLM agent framework for drug discovery.
• yhzhu99/HealthFlow - Self-evolving multi-agent EHR analysis (npj Digital Medicine 2026).
• zaixizhang/STELLA - Self-evolving LLM agent for biomedical research.
• maziyarpanahi/openmed - Local-first healthcare AI with clinical NER and PII de-identification.

Research & science

• stanford-oval/storm - An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
• HKUDS/DeepTutor - DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.
• SakanaAI/AI-Scientist - The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery ‍.
• Future-House/aviary - Language agent gym for scientific research tasks.
• Future-House/paper-qa - Agentic RAG over scientific literature with cited answers.
• Future-House/robin - Multi-agent system automating scientific discovery.
• HKUDS/AI-Researcher - Autonomous scientific innovation platform (NeurIPS 2025).
• Imbad0202/academic-research-skills - Claude Code skill suite covering the full academic research pipeline.
• karpathy/autoresearch - AI agents autonomously running research on single-GPU LLM training.
• mims-harvard/ToolUniverse - Ecosystem for AI scientists with 1000+ tools.
• SakanaAI/AI-Scientist-v2 - End-to-end autonomous scientific discovery via agentic tree search.
• UniPat-AI/UniScientist - Agentic research loop across 50+ disciplines.
• ziatdinovmax/SciLink - LLM agents for scientific research automation.
• CYC2002tommy/Deep-Research-Agent - 7-phase autonomous academic research pipeline skill with DOI verification.
• THU-MAIC/OpenMAIC - Multi-agent interactive classroom for immersive learning.

Deep research agents

• assafelovic/gpt-researcher - An autonomous agent that conducts deep research on any data using any LLM providers.
• jina-ai/node-DeepResearch - Keep searching, reading webpages, reasoning until it finds the answer (or exceeding the token budget).
• tarun7r/deep-research-agent - Multi-agent research system with credibility-scored reports.
• LearningCircuit/local-deep-research - Local deep research assistant supporting self-hosted LLMs and many search sources.
• MiroMindAI/MiroThinker - Open-source deep research agent for complex research and prediction tasks.
• Alibaba-NLP/DeepResearch - Tongyi Deep Research, an open-source web research agent.

Data analysis agents

• sinaptik-ai/pandas-ai - Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
• eosphoros-ai/DB-GPT - Open-source agentic AI data assistant for the next generation of AI + Data products.
• business-science/ai-data-science-team - Team of AI agents that performs data science and analytics tasks.

Legal

• dnzengou/legal-ai-agent - Contract review API with server-validated citations.
• lowtidebuild/contract-review - Contract review agent pipeline producing redlined DOCX.