Agent FrameworkActiveVerifiedActive · 20d ago

TradingAgents

Name: TradingAgents
Author: Tauric Research

An open-source multi-agent LLM framework that simulates a trading firm with analyst, trader, and risk-management agents for research purposes.

Last release Jul 5, 2026 · Last commit Jul 5, 2026 · ★ 91,653

Website ↗Docs ↗GitHub ↗X / Twitter ↗Demo ↗

Overview

TradingAgents (by Tauric Research) is an open-source, LangGraph-based multi-agent framework that mirrors a real trading firm using specialized LLM agents (fundamental, sentiment, technical analysts, trader, risk team). It supports many LLM providers (OpenAI, Google, Anthropic, xAI, DeepSeek, and more) and works with markets covered by Yahoo Finance. The maintainers explicitly state it is for research purposes. It is a TradFi/markets research tool, not an onchain trading product; no live trading or profitability is claimed or implied.

Sato Score

88/100· High

How open, active & verifiable — not a safety or returns grade.

Maintenance & liveness: 35/35
Code transparency: 20/20
Interface verifiability: 0/10
Docs & demo: 10/10
Listing transparency & provenance: 15/15
Independent verification: 8/10

Independently verified — listing reviewed against evidence, never self-reported.

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Details

Chains: Unknown
Agent types: Agent Framework, Research
Open source: Yes
Pricing: Free (open source); LLM/API costs apply
Last checked: 2026-07-25

Marketplace Signals

▸ Demo available

Verification status reflects evidence reviewed by Sato Hub. Self-reported claims are never presented as verified.

#multi-agent#llm#trading#langgraph#research#open-source#quant#finance#agent#docker

Where TradingAgents fits

Trading Data

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Recent Activity

All news →

Releases and posts from TradingAgents, pulled from its GitHub and X.

ReleaseTauricResearch/TradingAgents20d ago

TradingAgents v0.3.1

Summary TradingAgents v0.3.1 is a correctness and stability patch on top of v0.3.0. Fixed Alpha Vantage look-ahead filter now runs. The fundamentals payload is a JSON string, so the dict-only guard silently skipped filtering and future-dated reports leaked into historical runs. ( #1115 , @zachthebird ) News analyst prompt matches the tool. It advertised get_news(query, ...) while the tool takes a

GitHub ↗

ReleaseTauricResearch/TradingAgentsJun 22, 2026

TradingAgents v0.3.0

Summary TradingAgents v0.3.0 is a stabilization and extensibility release: a verified data-access contract, an expanded provider and data-vendor registry, a current-generation model catalog, and a CI gate. Verified Data-Access Contract Symbol normalization now runs on every vendor path (identity, returns, CLI, news). The configured vendor list is the exact resolution chain (no silent fallback to u

GitHub ↗

ReleaseTauricResearch/TradingAgentsMay 11, 2026

TradingAgents v0.2.5

Summary TradingAgents v0.2.5 ships the grounded Sentiment Analyst, Qwen/GLM/MiniMax dual-region support, `TRADINGAGENTS_*` env-var configurability with API-key auto-detection, remote Ollama support, configurable alpha benchmarks for non-US tickers, and a ticker path-traversal fix. Sentiment Analyst The renamed Sentiment Analyst now reads real Yahoo News, StockTwits, and Reddit data before generati

GitHub ↗

ReleaseTauricResearch/TradingAgentsApr 25, 2026

TradingAgents v0.2.4

Summary TradingAgents v0.2.4 ships structured-output decision agents, opt-in checkpoint resume, a persistent decision log with outcome-grounded reflections, four new LLM providers, and a Docker image. Structured-Output Decision Agents Research Manager, Trader, and Portfolio Manager use llm.with_structured_output(Schema) on their primary call and return typed Pydantic instances. Each provider's nat

GitHub ↗

Listing History

Recorded changes to TradingAgents's listing — status, verification, Sato Score, and recent releases. Full history is kept in the listing record.

Jul 14, 2026
Edited: deploy spec
Jul 5, 2026
New release published
Jun 25, 2026
Enriched: marketplace notes
Jun 25, 2026
Auto-enriched: creator name, creator profile url, x url, deployment options +4 more
Jun 22, 2026
New release published
Jun 11, 2026
Sato Hub began tracking this listing