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TradeMemory Protocol

Decision audit trail and persistent memory layer for AI trading agents

By mnemox-ai

Live GitHub metrics

Live GitHub data · Oct 11, 2026
Stars
1,427
Stars · 7d
+4
Stars · 30d
+16
30d momentum
+1.1%
Forks
168
Open issues
7
Language
Python
Last push
2 days ago

Latest release v0.5.6 on Oct 2, 2026. Repository created Feb 23, 2026.

183196208Jun 13Oct 10
Cumulative GitHub stars, Jun 13, 2026 to Oct 10, 2026. Source: OSSInsight star history.

What it is

TradeMemory records every decision an agent makes together with its outcome and feeds outcome-weighted recall back into the agent. It is infrastructure rather than a trading bot, addressing one of the real gaps in LLM trading agents: they forget what worked.

In the maintainers' words: “Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.”

Tags

  • Agent memory
  • Audit trail
  • Infrastructure
  • #agentic-trading
  • #ai-agents
  • #audit-trail
  • #claude
  • #compliance
  • #crypto
  • #evolution-engine
  • #forex