tradememory-protocol

概述

TradeMemory Protocol 作为 AI 交易代理的记忆层，通过全面的决策记录和检索解决监管需求并提升性能。系统实现了 17 个 MCP 工具，涵盖记忆、状态、规划、风险和审计类别，使代理能够根据结果质量加权回忆过往交易，记录新决策，并生成防篡改的审计跟踪。它支持多种市场和经纪商，但不执行交易或处理金融资产。该框架基于认知科学和强化学习研究的成果加权记忆(OWM)评分。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• remember_trade

  Record a trading decision with multiple memory layers

  试试:Record my AAPL long at $195 — earnings beat, institutional buying, high confidence试试:Log a forex short trade on EURUSD with technical analysis
• recall_memories

  Retrieve past trades weighted by outcome quality and context

  试试:What happened last time I traded AAPL in this market condition?试试:Show me my previous trades with high confidence but negative outcomes
• get_agent_state

  Check current trading confidence, drawdown, and streak status

  试试:What's my current trading confidence level?试试:How many consecutive losing trades have I had?
• get_behavioral_analysis

  Analyze trading patterns and behavioral drift

  试试:Show me my trading patterns over the last month试试:Have I been making emotional trading decisions recently?
• create_trading_plan

  Create a prospective trading plan with conditional triggers

  试试:Create a plan for when VIX exceeds 30试试:Plan a strategy for earnings announcements on tech stocks
• check_active_plans

  Review and evaluate active trading plans

  试试:Show me my active trading plans试试:Which of my plans are triggered by current market conditions?
• check_trade_legitimacy

  Evaluate a trade against pre-defined risk factors

  试试:Check if this AAPL trade meets my risk criteria试试:Validate if this forex trade passes my 5-factor gate
• export_audit_trail

  Export tamper-proof trading decision records

  试试:Export all my AUD trades for the last month试试:Get my complete audit trail in JSON format
• verify_audit_hash

  Verify the integrity of a trading decision record

  试试:Verify this trade hasn't been tampered with试试:Check if my MT5-7047640363 record is still valid
• get_strategy_performance

  Analyze historical performance of trading strategies

  试试:How has my momentum strategy performed over the last quarter?试试:Compare performance of my mean reversion vs breakout strategies
• get_trade_reflection

  Retrieve detailed reflection notes on past trades

  试试:Show me my reflection notes from last week's TSLA trade试试:What did I learn from my most profitable trade?
• validate_strategy

  Validate a trading strategy against historical data

  试试:Validate this new mean reversion strategy试试:Test if my options hedging strategy would have been profitable

可对比工具

安装

pip install tradememory-protocol

{
  "mcpServers": {
    "tradememory": {
      "command": "uvx",
      "args": ["tradememory-protocol"]
    }
  }
}

# Claude Code
claude mcp add tradememory -- uvx tradememory-protocol

# 从源码安装
git clone https://github.com/mnemox-ai/tradememory-protocol.git
cd tradememory-protocol && pip install -e . && python -m tradememory

# Docker
docker compose up -d

FAQ

TradeMemory 是否执行交易或处理资金？

不执行。TradeMemory 只记录和检索交易决策，从不执行交易、转移资金或访问钱包。

如何确保数据的完整性以符合合规要求？

每项交易决策在创建时都会进行 SHA-256 哈希处理并链接到前向审计链中。每日默克尔根(anchor)链接整个链，使篡改行为可被检测。

Hacker News 讨论

开发者社区最近的相关讨论。

• Show HN: TradeMemory Protocol – Memory layer for AI trading agents▲ 1💬 1
  帖子 by mnemoxai · 2026-02-23

tradememory-protocol 对比