The Complete Claude-Mem Hands-On Guide
From installation to mastery — learn Claude-Mem's dual-database architecture, lifecycle hooks, 7 Skills, and MCP integration through building a real blog project.
Start Learning
Curriculum
Episode 1: Why Your AI Assistant Needs 'Memory'
Every new Claude Code session starts from scratch? That's not your fault — it's AI's birth defect. Claude-Mem is the cure.
Episode 2: Installing Claude-Mem — Zero to Running
5 minutes to install, 5 steps to verify. Make sure your Claude-Mem is 100% operational.
Episode 3: Inside Claude-Mem's Brain — Data Storage Architecture
What exactly does it store? Why both SQLite AND ChromaDB? We open the database and show you with SQL.
Episode 4: Lifecycle Hooks — How Claude-Mem Takes Notes Behind Your Back
5 hooks, one sequence diagram, one complete call chain. From keypress to database — nothing skipped.
Episode 5: Worker Service — Claude-Mem's Heart
The background service at localhost:37777 that receives, compresses, and stores all your development memories.
Episode 6: 3-Layer Progressive Retrieval — Claude-Mem's Money-Saving Secret
Why not dump all memories into Claude at once? Because 97% of those tokens would be wasted. Three layers is the answer.
Episode 7: Skill 1 — Memory Search
4 MCP tools + search syntax + filtering techniques. Search your project history with natural language.
Episode 8: Skill 2 — Smart Explore (Intelligent Code Navigation)
Use AST instead of grep, skeletons instead of full files. Read a 500-line file in just 350 tokens.
Episode 9: Skill 3 — Knowledge Agent
When project history gets too long and search isn't precise enough, pack your memories into queryable topic-based knowledge vaults.
Episode 10: Skill 4 & 5 — Make Plan + Do (Planning & Execution)
Let Claude auto-decompose complex tasks based on memory, then execute stage-by-stage with checkpoints and rollback.
Episode 11: Skill 6 — Timeline Report
Auto-generate project chronicles: what was done, how long it took, which bugs recurred, and token usage trends.
Episode 12: Skill 7 — Plugin Release (Version Management)
Manage Claude-Mem's own updates, switch between stable and beta channels, and try experimental features.
Episode 13: MCP Integration — Search Dev Memories from Claude Desktop
Configure Model Context Protocol so Claude Desktop can query development history you built in Claude Code.
Episode 14: Advanced Configuration — Customize Your Memory System
Multilingual modes, privacy protection, context injection control, data export/import, and Folder Context. Fine-tuning guide.
Episode 15: Troubleshooting + Best Practices + Summary
What to do when things break. Daily best practices. A full retrospective of 15 episodes.
Lesson 16: Q&A (Part 1) Architecture & Data Flow Deep Dive
In-depth answers to Claude-Mem's underlying architecture, database consistency, lifecycle data flow, and common cache anomalies.
Appendix | Quick Reference & Config Templates
Claude-Mem MCP tool reference, config templates, and token economics comparison tables. Look up as needed.
Lesson 17: Q&A (Part 2) Advanced Skills & MCP Troubleshooting
Solutions for AST parsing fallbacks, Knowledge Base tuning, AI drift control, and frequent MCP connection issues with Claude Desktop.
Lesson 18: Q&A (Part 3) Performance Tuning, Token Economics & Team Production
Deep dive into database shrinking, hidden token cost calculations, enterprise-grade privacy filtering, and remote team memory sharing architectures.