Hexecu/mcp-neuralmemory
Persistent Knowledge Graph Memory for AI Coding Agents. Adds long-term context (goals, strategies, preferences) to Cursor, Windsurf, & VS Code via MCP.
This project gives AI coding assistants a persistent memory, so they don't forget project goals, past decisions, or your coding style. It takes your project's code, your conversations with the AI, and your preferences to build a knowledge graph. This graph helps the AI recall critical information across coding sessions. Software developers and engineers who use AI assistants for coding would benefit from this.
Use this if your AI coding assistant frequently 'forgets' project context, repeats past mistakes, or doesn't consistently apply your preferred coding style across tasks.
Not ideal if you don't use AI coding assistants like Cursor or VS Code's AI features, or if your coding tasks are typically small, isolated, and don't require long-term context.
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Python
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Last pushed
Jan 21, 2026
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