How MemNexus Works

Three simple steps to AI that remembers everything and learns how you work. No complex setup, no behavior changes required.

Connect Your AI

Choose your integration method. CLI for GitHub Copilot, Claude Code, and terminal-based tools. MCP server for Cursor, Windsurf, and Claude Desktop. SDK or API for custom apps. Setup takes less than 5 minutes.

Works with GitHub Copilot, Claude Code, Cursor, Windsurf, and more
No changes to your workflow
5-minute setup for any method

Work Normally

With MCP, memory capture is completely automatic -- just have conversations like you always do. With the SDK, you get fine-grained programmatic control over what gets saved and retrieved.

Zero-code with MCP: automatic capture, no config needed
Full control with SDK: save and search with memory.save() and memory.search()
You always control what gets remembered

Watch Your AI Get Smarter

Over time, your AI transforms. It references past conversations, applies your preferences automatically, and feels like a colleague who actually knows you.

Week 1: References past conversations
Week 3: Applies your preferences
Month 3: Feels like a colleague

Deep dive: How the MCP memory pattern works · Building AI apps with persistent memory