Research & Analysis AI Agents
Compare the best open-source AI agents for research & analysis. Deep research, reports and insight generation. Ranked by GitHub stars, with install commands, what each one can touch and scan reports where available.
Agently Daily News Collector
An open-source LLM based automatically daily news collecting workflow showcase powered by Agently AI application development framework.
Herald OS
An agent-native operating system, with Hermes Agent as the interface. Independent project, not affiliated with Nous Research.
Scholaraio
Scholar All-In-One: A research infrastructure for AI agents
Meta Agents Research Environments
Meta Agents Research Environments is a comprehensive platform designed to evaluate AI agents in dynamic, realistic scenarios. Unlike static benchmarks, this platform introduces evolving environments where agents must adapt their strategies as new information becomes available, mirroring real-world challenges.
FinSight AI
AI equity research agent with resilient workflows, evidence-grounded RAG, versioned reports, and automated quality evaluation.
LockKnife
LockKnife: The Ultimate Android Security Research Tool. A unified TUI workspace and headless CLI for deep Android security research, built for researchers and hackers. Powered by Python orchestration and a Rust-accelerated core, enabling AI agent–driven hacking, credential recovery/cracking, APK analysis, intelligence gathering, runtime inspection.
Loopera
面向基本面因子研究的智能体-A hypothesis-driven AI agent for fundamental factor research, with evidence-gated validation and research memory.
Token Tracker
Claude Code & Codex 本地 token 追踪 — 状态栏(Codex 业界首创伪 statusline)、GitHub 风格热力图、多模型成本分析。 | Local token tracker for Claude Code & Codex — status line (industry-first Codex faux statusline), GitHub-style heatmap, multi-model cost analysis
GeoAgent
A multimodal AI agent for geospatial data analysis and interactive visualization
Opendraft
Write research paper and literature review drafts with an open-source Python engine that checks citation DOIs against scholarly databases. Export PDF, Word, or LaTeX.
Claude Code Sub Agent Collective
🧠 Context Engineering Research - Not just another agent collection, but using research and context engineering to function as a collective. Hub-and-spoke coordination through Claude Code.
Paper Agent
Paper-Agent 是一个面向科研人员和学生的智能论文检索与调研工具。项目基于多智能体协作架构(LangGraph),通过自然语言处理(NLP)、自动化搜索,帮助用户高效查找学术论文、分析文献内容,并进行论文调研。Paper-Agent 支持多平台集成、关键词搜索、自动分析、论文调研,提升了学术研究的效率。适用于论文写作、学术调研、科研项目管理等多种场景,是学术调研的理想助手。
Edsl
Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.
Investment News
为 A股投资者打造的全球产业链资讯看板 · 12 大赛道一一对应 A股板块(半导体/AI/机器人/新能源车…),覆盖 100+ 权威源,用你自己的大模型每日提炼中文「今日要点」+ 翻译 · 本地运行、零 API key · Local AI news dashboard tracking the global industry signals behind China A-share sectors
Scholar Loop
An autonomous AI scientist: a multi-agent loop over literature, experiments, self-critique and write-up, with deterministic guards against reward-hacking and hallucination.
Open Research ANA
🤖 An open-source, AI agent-native research canvas application that performs real-time search with HITL (Human in The Loop) capabilities, powered by CopilotKit, Tavily and LangGraph
Agentok
AG2 Visualized - Build Multi-Agentic Apps with Drag-and-Drop.
Deep Research Survey
A Systematic Survey of Deep Research
Deepdoc
Deep research tool for local knowledge base.
Deepsearch Agents
🔎 深度研搜对话式多智能体 AI Agents,最适合系统学习 DeepAgents 的实战项目|AI Deep Research Agent 实战 · LangGraph + RAGFlow + Tavily + FastAPI + WebSocket 从0到工程化落地。前后端完整代码全栈可跑,Docker 环境一键部署,配套 ai-agents-from-zero 免费教程与章节代码分支。适合系统学习大模型应用、多智能体 Agent 和企业级 AI 工程落地
Insights Bot
A bot works with OpenAI GPT models to provide insights for your info flows.
ClawSwarm
🔥 Open-source multi-agent orchestration system for OpenClaw, enabling swarm intelligence via unified group chat.
AgentArk
[NeurIPS'26] Official Implementation for AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent(https://arxiv.org/abs/2602.03955)
Data Enrichment
LangGraph Studio template for creating an agent that does web research to genearte or enrich structured data.
List refreshed November 15, 2026. Data comes from public GitHub repositories.