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Claude-Mem: The #1 GitHub Trending Tool That Gives Claude Code Perfect Memory

Claude-Mem hit #1 on GitHub Trending by solving Claude Code's biggest limitation: memory that persists across sessions. Deep dive into how it works.

Serenities Team6 min read
Claude-Mem GitHub trending tool providing persistent memory for Claude Code

Claude-Mem: The #1 GitHub Trending Tool That Gives Claude Code Perfect Memory

23,000+ stars in days. 2,600+ stars TODAY alone.

Claude-Mem just exploded onto the scene as GitHub's #1 trending repository. Here's everything you need to know about this game-changing Claude Code plugin.

What is Claude-Mem?

Claude-Mem is a persistent memory compression system for Claude Code. It automatically:

  1. Captures everything Claude does during your coding sessions
  2. Compresses it with AI (using Claude's agent-sdk)
  3. Injects relevant context back into future sessions

The result? Claude actually remembers what you worked on yesterday. No more re-explaining your project every session.

Why Developers Are Going Crazy For It

The Problem It Solves

Every Claude Code user knows the frustration: you spend an hour getting Claude up to speed on your codebase, only to have it forget everything when you start a new session.

Claude-Mem fixes this permanently.

Key Features

  • 🧠 Persistent Memory - Context survives across sessions
  • 📊 Progressive Disclosure - Layered memory retrieval with token cost visibility
  • 🔍 Skill-Based Search - Query your project history with natural language
  • 🖥️ Web Viewer UI - Real-time memory stream at localhost:37777
  • 🔒 Privacy Control - Tag sensitive content to exclude from storage
  • 🤖 Automatic Operation - No manual intervention required

How It Works

Claude-Mem uses a sophisticated hook system:

  1. SessionStart - Loads relevant context from previous sessions
  2. UserPromptSubmit - Tracks what you're asking
  3. PostToolUse - Captures Claude's actions and observations
  4. Stop/SessionEnd - Compresses and stores the session

All data is stored locally in SQLite with full-text search (FTS5) and Chroma vector database for intelligent semantic retrieval.

Installation (30 Seconds)

In any Claude Code session:

/plugin marketplace add thedotmack/claude-mem
/plugin install claude-mem

Restart Claude Code. Done.

The 3-Layer Search Workflow

Claude-Mem's MCP tools use a token-efficient approach:

  1. search - Get compact index (~50-100 tokens/result)
  2. timeline - See chronological context around interesting results
  3. get_observations - Fetch full details only for filtered IDs

This results in ~10x token savings compared to fetching everything.

Why This Matters

Claude-Mem represents a fundamental shift in how we interact with AI coding assistants. Instead of treating each session as isolated, we can now build genuine continuity.

Imagine:

  • Claude remembering that bug you fixed last week
  • Instant context about your architecture decisions
  • No more "let me look at the codebase again"

The Numbers Don't Lie

  • 23,264 stars (and climbing fast)
  • 1,529 forks
  • 2,638 stars gained TODAY
  • #1 on GitHub Trending

This is the fastest-growing Claude Code plugin ever.

Who's Behind It?

Created by Alex Newman (@thedotmack), Claude-Mem is open source under AGPL-3.0. The project has attracted contributors from around the world with translations in 20+ languages.

Should You Use It?

Yes, if you:

  • Use Claude Code regularly
  • Work on projects over multiple sessions
  • Hate re-explaining context
  • Want Claude to remember your coding patterns

Maybe not if you:

  • Only use Claude for one-off tasks
  • Have strict data locality requirements (though it's all local)

Getting Started

  1. Install via the plugin marketplace
  2. Restart Claude Code
  3. Start coding - Claude-Mem handles the rest

Check out the full documentation at docs.claude-mem.ai


Have you tried Claude-Mem? What's been your experience with persistent memory in AI coding tools? Drop a comment below.

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