Tutorials

Step-by-step guides for adding persistent memory to AI applications. From quick API integration to full agent architectures.

Beginner5 min read

API Quickstart — Memories in 5 Minutes

Get started with the PersistMemory REST API. Store, search, and manage AI memories with curl, Python, and TypeScript examples.

APIQuickstart
Beginner12 min read

Add Persistent Memory to a Python AI Agent

Build a Python AI agent with long-term memory using the PersistMemory REST API. Complete walkthrough from setup to production-ready agent loop.

PythonAI Agents
Beginner8 min read

Set Up MCP Memory for Claude Desktop

Connect PersistMemory to Claude Desktop as an MCP server in under 2 minutes. Persistent memory across every conversation.

MCPClaude
Intermediate10 min read

Claude MCP Memory Tutorial: Give Claude Persistent Memory

Deep-dive tutorial on connecting Claude Desktop and Claude Code to a persistent memory layer using the Model Context Protocol.

ClaudeMCPDeep Dive
Intermediate9 min read

How to Add Long-Term Memory to AI Agents in 2026

A comprehensive technical guide to giving AI agents persistent memory that survives across sessions, using vector search and MCP.

AI AgentsArchitecture
Advanced12 min read

MCP Server Setup Guide: Connect Any AI Tool to Memory

Hands-on setup guide for running an MCP memory server and connecting it to Claude, Cursor, VS Code Copilot, Windsurf, and Cline.

MCPDevOps

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