AMAP

Applications

Finance & Trading

Agent teams for market research, investment analysis, trading simulation, and financial decisions.

6 projectsa-sharesanalysiscompetitiondebatefinancelogisticsmarloptimizationreportsresearchtrading
TradingAgents

Finance & Trading

application

A trading research framework in which analyst, researcher, trader, risk, and portfolio agents debate investment decisions.

tradingdebateresearch
Python Apache-2.0 Self-hosted
FinRobot

Finance & Trading

application

An open financial agent platform with specialized roles for market research, document analysis, forecasting, and reporting.

financeresearchreports
Python Apache-2.0 Self-hosted
TradingAgents-CN

Finance & Trading

application

A Chinese-market adaptation of TradingAgents with localized data sources and collaborative investment-research roles.

a-sharestradingresearch
Python Apache-2.0 Self-hosted
ContestTrade

Finance & Trading

application

A multi-agent trading research platform that compares and coordinates investment strategies in a competitive setting.

tradingcompetitionresearch
Python MIT Self-hosted
ValueCell

Finance & Trading

application

An agentic financial research system that organizes specialized analysts around investment questions and evidence.

financeanalysisresearch
Python Apache-2.0 Self-hosted
MARO

Finance & Trading

application

A multi-agent resource optimization platform with environments for logistics, inventory, and operational decision research.

optimizationlogisticsmarl
Python MIT Self-hosted