auxten

auxten / clickmem

Public

Agent memory built on chDB(ClickHouse embedded)

18
2
100% credibility
Found Mar 13, 2026 at 18 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

ClickMem is a local memory system that persists and shares knowledge across AI coding tools like Claude Code, Cursor, and OpenClaw to prevent forgetting between sessions.

How It Works

1
😩 AI Forgets Everything?

You notice your AI coding helper forgets preferences and decisions after each chat, making work frustrating.

2
🚀 Easy One-Click Setup

Run a simple script to install ClickMem on your computer, and it sets up a background helper.

3
🔗 Link Your Tools

It automatically connects to your favorite AI coding apps so they all share the same brain.

4
💾 Capture Memories Automatically

As you chat with AI about projects, it saves key facts, choices, and people without you lifting a finger.

5
🧠 Recall What Matters

Next time you start a session, it pulls up relevant memories instantly to keep your AI smart.

🎉 AI Remembers Forever

Your coding flows smoothly across apps and days, like having a perfect assistant that never forgets.

Sign up to see the full architecture

4 more

Sign Up Free

Star Growth

See how this repo grew from 18 to 18 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is clickmem?

Clickmem is a Python-based agent memory framework that gives AI coding agents like Claude Code, Cursor, and OpenClaw persistent, searchable storage across sessions. It solves the problem of agents forgetting preferences, decisions, and context by using an embedded analytical database for raw transcripts, episodic events, and semantic facts, with hybrid vector-keyword search and local Qwen embeddings. Run it locally or share via LAN server with REST API and MCP support for seamless agent github claude or agent github copilot integration.

Why is it gaining traction?

Unlike cloud agent memory banks like Mem0 or Supermemory, clickmem runs fully local with zero data leaving your machine, cutting costs and boosting privacy for agent memory management. Key hooks include auto-recall on session start, capture after responses, continual refinement to dedupe/merge facts, and per-layer time decay—episodic fades fast, semantic stays durable. Developers dig the one-command setup, CLI like `memory recall "UI prefs"`, and plugins for agent github action or agent github repo workflows.

Who should use this?

AI-heavy coders building with Claude Code, Cursor Composer, or OpenClaw who switch tools often and hate re-explaining project context. Ideal for teams sharing agent graph memory on LAN during pair-programming or agent memory mcp experiments. Skip if you're solo with simple Copilot in IntelliJ and no need for agent memory survey-level persistence.

Verdict

Promising early agent memory github project at 16 stars and 1.0% credibility—docs are solid, setup.sh automates hooks/plugins, but low adoption means watch for edge cases. Try it if local agent memory protocol fits; otherwise, stick to mature alternatives until it matures.

(198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.