What an MCP Memory Server Actually Does (And How MemNexus Implements One)
A technical deep-dive into MCP memory servers: what they are, how they differ from other MCP servers, and how MemNexus implements the full extraction-graph-retrieval pipeline.
MCP as a Memory Layer: Why Coding Agents Need More Than Context Windows
Context windows give coding agents short-term recall. MCP gives them a persistent memory layer — decisions, patterns, and architecture knowledge that survive every session restart.
How to Give Cursor Persistent Memory Across Projects
Connect MemNexus via MCP server or CLI to extend Cursor Memories across projects, agents, and tools — one command, no manual rule edits.