GraphMemory-IDE logo
GraphMemory-IDE
★ 17
vs
tradememory-protocol logo
tradememory-protocol
★ 1.4k

GraphMemory-IDE vs tradememory-protocol

GraphMemory-IDE: GraphMemory-IDE is an AI-assisted long-term memory system for IDEs, powered by Kuzu graph database. It provides semantic vector search, graph-based knowledge storage, and real-time analytics. It integrates with VSCode, Cursor, and Windsurf via MCP protocol.; tradememory-protocol: TradeMemory Protocol provides a persistent memory layer for trading agents, enabling them to recall past trades with context, discover patterns, and evolve strategies autonomously. It features outcome-weighted recall, cognitive memory architecture, and an evolution engine for strategy discovery. Available as an MCP server for integration with Claude and other agents.

01

TL;DR

GraphMemory-IDE logo
GraphMemory-IDEMemory & Context · ★ 17

AI-assisted context management during code development

tradememory-protocol logo
tradememory-protocolMemory & Context · ★ 1.4k
When to choose:
  • Your trading agent can already execute and you want it to remember each trade with its reasoning, regime and outcome.
  • You want recalled patterns weighted by outcome, with confidence, sample size and out-of-sample checks.
  • You trade forex on MT5 and want trade sync.
When to skip:
  • You take the Sharpe 3.84 result as a forecast: it is the project's own BTC backtest.
  • You cannot afford LLM calls for the evolution engine, or the risk that it invents overfitted strategies.
  • You are looking for an execution or broker tool: it is a memory layer.
02

Side-by-Side Comparison

Field
GraphMemory-IDE logoGraphMemory-IDE
tradememory-protocol logotradememory-protocol
Category
Memory & Context
Memory & Context
Stars
★ 17
★ 1.4k
License
MIT
MIT
Install Command
git clone https://github.com/elementalcollision/GraphMemory-IDE.git && cd GraphMemory-IDE/docker && docker compose up -d
pip install tradememory-protocol
Updated
1w ago
2w ago
Open Source
Yes
Yes
Tags
codon, codon-optimization, cursor
ai-agents, claude, crypto
03

Features

GraphMemory-IDE logoGraphMemory-IDE
01Graph-based memory storage with semantic vector search
02Codon-accelerated graph algorithms for 10-100x speedups
03FastAPI backend with JWT authentication and security middleware
04Real-time analytics via WebSocket and SSE streaming
05Multi-IDE plugin support for VSCode, Cursor, and Windsurf
tradememory-protocol logotradememory-protocol
01Persistent memory with full context for every trade
02Outcome-weighted recall (OWM) for adaptive learning
03Evolution Engine for autonomous strategy discovery
0415 MCP tools for memory, cognitive, and evolution operations
05Multi-platform support (crypto, forex, MT5, etc.)
04

Use Cases

GraphMemory-IDE logoGraphMemory-IDE
↳AI-assisted context management during code development
↳Graph-based dependency analysis and knowledge graph exploration
↳Real-time monitoring and telemetry of IDE usage
tradememory-protocol logotradememory-protocol
↳Crypto trading: Feed BTC/ETH trades and discover timing patterns automatically
↳Forex + MT5: Auto-sync trades and leverage persistent memory for adaptive strategies
↳Developers: Build memory-aware trading agents with 15 MCP tools and 30+ REST endpoints
FAQ

FAQ

What is the difference between GraphMemory-IDE and tradememory-protocol?
Both GraphMemory-IDE and tradememory-protocol are in the Memory & Context category. GraphMemory-IDE has 17 stars, while tradememory-protocol has 1.4k stars.
Which is better, GraphMemory-IDE or tradememory-protocol?
The best choice depends on your use case. Choose GraphMemory-IDE if AI-assisted context management during code development, and tradememory-protocol if Crypto trading: Feed BTC/ETH trades and discover timing patterns automatically.
Is GraphMemory-IDE free or open source?
Yes, GraphMemory-IDE is open source on GitHub (MIT).
Is tradememory-protocol free or open source?
Yes, tradememory-protocol is open source on GitHub (MIT).
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