The open ecosystem for agentic trading

Every entry is a plain file in a public git repository — validated against open schemas, connected in a typed knowledge graph, and readable by humans and agents alike. Share the evidence, not the edge.

Browse the registry

• 
  Agents6

  AI trading agents and agent systems.
• 
  Architectures8

  Design patterns and frameworks for building agentic traders.
• 
  Datasets4

  Data for training and evaluating trading agents.
• 
  Skills0

  Reusable capabilities for coding, research, and trading agents.
• 
  Papers4

  Research, connected to implementations and reproductions.
• 
  Benchmarks3

  Standardized evaluations for trading agents and financial models.
• 
  Leaderboard1

  Results ordered by verification and track length — never raw return.

Filter everything by type, market, level, and tag →

Recently added

• Buy-and-hold baselineAgentbeginner-friendly1 result

  The reference passive baseline every active result should be compared against; buys the index and does nothing.

  passive-baselinefully-openequities
  added 2026-08-15 · MIT · native
• FinMemAgent

  An LLM trading agent that combines a configurable character profile with a layered memory module modeled on human trader cognition.

  fully-openequitiesai: advancedsetup: advanced
  added 2026-08-15 · MIT · external
• FinRobotAgent

  An open-source multi-agent platform from AI4Finance Foundation that applies LLM agents to equity research, trading strategy, and risk evaluation tasks.

  autogenlangchainfully-openequities
  added 2026-08-15 · Apache-2.0 · external
• FreqtradeAgent

  A Python cryptocurrency trading bot with backtesting, hyperparameter optimization, and an adaptive machine-learning module called FreqAI.

  fully-opencrypto
  added 2026-08-15 · GPL-3.0 · external
• HummingbotAgent

  An open-source Python framework for building and running market-making and arbitrage bots across centralized and decentralized crypto venues.

  market-makingarbitragefully-opencryptotrading: advanced
  added 2026-08-15 · Apache-2.0 · external
• TradingAgentsAgent

  A multi-agent LLM framework that assigns specialized analyst, researcher, trader, and risk-management roles to simulate the workflow of a trading firm.

  langgraphfully-openequities
  added 2026-08-15 · Apache-2.0 · external

Share the evidence, not the edge

Publishing here never requires giving away a strategy. Results are welcome at every disclosure level, and every one carries its mechanism on its face:author-reported is the honest default, not a failure. Negative results are first-class citizens — a documented loss teaches more than an unverifiable win.

Report a result