TradeMemory FAQs

Question 1

What trading platforms or AI clients are compatible with TradeMemory?

Accepted Answer

TradeMemory is designed as an MCP (Model Context Protocol) server, making it compatible with various AI clients such as Claude Desktop, Claude Code, Cursor, and any other MCP client. It can also integrate with trading platforms like MetaTrader 5, Binance, and Alpaca through its synchronization features.

Question 2

What is TradeMemory and its main purpose?

Accepted Answer

TradeMemory is an open-source protocol that equips AI trading agents with persistent, outcome-weighted cognitive memory. Its core purpose is to enable agents to learn from past trade outcomes, avoid repeating mistakes, and continuously refine their trading strategies.

Question 3

How does TradeMemory help AI trading agents improve their performance?

Accepted Answer

TradeMemory enhances agent performance by journaling every trade with context and outcome, using Outcome-Weighted Memory (OWM) to recall relevant experiences, detecting detrimental behavioral biases, and dynamically adjusting strategy parameters like lot sizes and entry conditions based on learned patterns.

Question 4

What is Outcome-Weighted Memory (OWM) and how does it work?

Accepted Answer

OWM is a novel cognitive memory framework for AI trading agents, incorporating five memory types (episodic, semantic, procedural, affective, prospective). It scores memories based on outcome quality, context similarity, recency, confidence, and affective state, ensuring the most impactful and relevant past experiences are recalled to inform current decisions.

Question 5

Can TradeMemory identify and help mitigate trading biases?

Accepted Answer

Yes, TradeMemory includes a behavioral bias detection feature that flags common trading pitfalls like overtrading, revenge trading, and the disposition effect. By analyzing your agent's trade history, it identifies these patterns, allowing for strategy adjustments to mitigate their negative impact.

TradeMemory

TradeMemory

主な機能

ユースケース

主な機能

ユースケース