Research agents

Agent frameworks for financial analysis and research.

28 tools · Ranked by GitHub stars

AI agent☆ 111,408

TradingAgents

TauricResearch/TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

Research agents
AI agent☆ 11,023

valuecell

ValueCell-ai/valuecell

ValueCell is a community-driven, multi-agent platform for financial applications.

Research agents
AI agent☆ 2,752

nof0

wquguru/nof0

Open-source AI trading arena. A full reproduction of NOF1 Alpha Arena for running and comparing LLM agents.

Research agents
MCP server☆ 2,417

opennews-mcp

6551Team/opennews-mcp

News Aggregation · AI Ratings · Trading Signals · Real-time Updates

Research agents
MCP server☆ 1,430

tradememory-protocol

mnemox-ai/tradememory-protocol

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP

Research agents
AI agent☆ 1,087

ALTA

kyky2347/ALTA

Autonomous LLM Trading Asterism — a research-only multi-agent trading platform with evidence-first research, an auditable console, Shadow simulation a

Research agents
AI agent☆ 1,020

AgentLens

ZhangJinHaHaHa/AgentLens

Agentlens is a trusted agent trading platform. Here, you can quickly find the Agent that meets your needs, and you can also publish your own Agent to

Research agents
AI agent☆ 963

FinMem-LLM-StockTrading

pipiku915/FinMem-LLM-StockTrading

FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design

Research agents
AI agent☆ 332

FinRL_DeepSeek

benstaf/FinRL_DeepSeek

Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393

Research agents
MCP server☆ 302

TetreesAgent_EX

TetreesEX/TetreesAgent_EX

This Agent MCP allows you to train external intelligence with zero GPU and let you trade it at Tetrees EX

Research agents
AI agent☆ 277

finnts

microsoft/finnts

Microsoft Finance Time Series Forecasting Framework (FinnTS) is a forecasting package that utilizes cutting-edge time series forecasting and paralleli

Research agents
AI agent☆ 275

FinSight

RUC-NLPIR/FinSight

[ACL 2026 Main, SAC Highlight] FinSight: Towards Real-World Financial Deep Research. 🎯One ticker, one click, one publication-ready report.

Research agents
Skill☆ 246

InvestSkill

yennanliu/InvestSkill

US stock analysis skills for LLMs (Claude code, Gemini ...) | #AI

Research agents
AI agent☆ 228

lrvx

lrvx/lrvx

Framework for building trading systems

Research agents
AI agent☆ 224

TwinMarket

FreedomIntelligence/TwinMarket

[NeurIPS 2025 & ICLR 2025 Financial AI Best Paper Award] A multi-agent framework that leverages LLMs to simulate socio-economic systems

Research agents
AI agent☆ 208

openchart

longsurf-ai/openchart

OSS trading workspace with your favorite agents

Research agents
AI agent☆ 144

Finance-LLMs

kennethleungty/Finance-LLMs

Comprehensive Compilation of Real-World LLM & AI Agent Use Cases in Financial Services

Research agents
AI agent☆ 131

FinWorld

DVampire/FinWorld

FinWorld: An All-in-One Open-Source Platform for End-to-End Financial AI Research and Deployment

Research agents
MCP server☆ 113

OpenProphet

JakeNesler/OpenProphet

Autonomous AI trading agent with web dashboard, MCP tools, and Go trading backend

Research agents
AI agent☆ 108

finai-research

csmar432/finai-research

Evidence-first AI workflow for economic and financial research: literature → identification → data → econometrics → verifiable LaTeX. 43 data sources,

Research agents
AI agent☆ 83

TradeTrap

Yanlewen/TradeTrap

🧨 TradeTrap: Are LLM-based Trading Agents Truly Reliable and Faithful?

Research agents
AI agent☆ 80

TradingGoose.github.io

TradingGoose/TradingGoose.github.io

A Multi-Agents LLM Financial Trading Framework for both individual stock analysis & portfolio management

Research agents

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