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.
Data Enrichment
LangGraph Studio template for creating an agent that does web research to genearte or enrich structured data.
Phil
Phil is a self-improving trader: an AI agent that trades short-term prediction markets and rewrites his own strategy after every settled bet. Paper 24/7 in the cloud; small capped real stakes via Pearl Connect.
Misaka Agent
A multi-agent research system for the humanities and social sciences.
Deep Research Agent
Multi-agent autonomous research system using LangGraph and LangChain. Generates citation-backed reports with credibility scoring and web search
Deepresearch Agent
一个生产级的深度研究 Agent 系统,从零构建多智能体编排、Red-Blue 对抗降噪、 语义级上下文压缩、跨 Agent 共享记忆四大核心能力,配套 165 次独立实验 + Bootstrap 统计显著性检验的完整评测体系。
OmicsClaw
Conversational & memory-enabled AI research partner for multi-omics analysis. CLI + Desktop App (installers in Releases). From biological idea to full research paper.
Self Improving Agents
Self-Improving Agents -- A Progression Four levels of self-improving code agents, from the simplest loop to a full adversarial arena with self-modifying agents. Each level adds one key idea.
GTA
[NeurIPS 2024 D&B] GTA: A Benchmark for General Tool Agents & [arXiv 2026] GTA-2
Research Claw
A self-hosted AI assistant for academic research — manages your papers, searches literature, tracks deadlines, and answers you on the channels you already use.
Stock Analyst
The agent behind VYNN AI, a personal AI financial analyst with 5K+ users. Ask any market question; code computes every number and every claim is sourced.
Fluent
Fluent is a self-improving software factory. It autonomously turns your team's vision, ideas, bug reports, user feedback, production logs, and agent traces into working software.
Corvus
Multi-agent AI research system — finds academic papers via semantic search & citation snowballing, then answers questions over them using agentic RAG with self-reflection. Built with LangGraph, FastAPI, Celery, and Qdrant.
Af Deep Research
Autonomous AI backend for deep research AI applications.
CoBRA
[🏆 CHI26 Best Paper] CoBRA: Reproducible control of LLM agent behavior via classic social science experiments
Crucible
AI-native multi-agent research workflow: parallel evidence gathering, 7-direction debate, and risk-gated analysis — structured output, not one-shot prompts.
Claude Code Source Analysis
Claude Code 源码深度研究,包括 Foundations/Execution/Infrastructure 三大章节和 23 个子系统的架构分析拆解。
Paper2slides
Transform any arXiv papers into slides using LLMs
Gladiator
Two zero-human AI companies battle for GitHub stars using Hermes Agent + Paperclip. Nous Research Hackathon 2026.
Clawboo
An open-source studio for teams of AI agents, from marketing squads to dev teams to research crews. Deploy a team, then watch them delegate and collaborate live. Self-hosted, one command.
AI Agents Reality Check
Benchmarking the gap between AI agent hype and architecture. Three agent archetypes, 73-point performance spread, stress testing, network resilience, and ensemble coordination analysis with statistical validation.
HealthFlow
[npj Digital Medicine 2026] HealthFlow: Automating electronic health record analysis via a strategically self-evolving multi-agent framework
Hermes Agent Study
Hermes Agent 深度研究:从机制本质到代码实现,从 OpenClaw 渊源到 EvoMap 争议
Avenir Web
Official implementation of the paper: "Avenir-Web: Human-Experience-Imitating Multimodal Web Agents with Mixture of Grounding Experts"
AdaExplore
[COLM-LLA 2026] The official implementation for paper "AdaExplore: Failure-Driven Adaptation and Diversity-Preserving Search for Efficient Kernel Generation"
List refreshed November 15, 2026. Data comes from public GitHub repositories.