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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Unbounded context. Memory that manages itself. One session, for life. The hippocampus for coding agents, part of CortexKit.
| Date | Stars |
|---|---|
| 2026-07-31 | 1552 |
| 2026-08-06 | 1651 |
Today
+99 stars today
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<p align="center"> <strong>English</strong> | <a href="./README.zh.md">简体中文</a> | <a href="./README.zht.md">繁體中文</a> | <a href="./README.ko.md">한국어</a> | <a href="./README.de.md">Deutsch</a> | <a href="./README.es.md">Español</a> | <a href="./README.fr.md">Français</a> | <a href="./README.it.md">Italiano</a> | <a href="./README.da.md">Dansk</a> | <a href="./README.ja.md">日本語</a> | <a href="./README.pl.md">Polski</a> | <a href="./README.ru.md">Русский</a> | <a href="./README.bs.md">Bosanski</a> | <a href="./README.ar.md">العربية</a> | <a href="./README.no.md">Norsk</a> | <a href="./README.br.md">Português (Brasil)</a> | <a href="./README.th.md">ไทย</a> | <a href="./README.tr.md">Türkçe</a> | <a href="./README.uk.md">Українська</a> | <a href="./README.bn.md">বাংলা</a> | <a href="./README.gr.md">Ελληνικά</a> | <a href="./README.vi.md">Tiếng Việt</a> </p> <h1 align="center">Magic Context</h1> <p align="center"> <strong>Unbounded context. Memory that manages itself. One session, for life.</strong><br> The hippocampus for coding agents, part of CortexKit. </p> <p align="center"> <a href="https://www.npmjs.com/package/@cortexkit/magic-context"><img src="https://img.shields.io/npm/v/@cortexkit/magic-context?label=cli&color=orange&style=flat-square" alt="npm @cortexkit/magic-context"></a> <a href="https://www.npmjs.com/package/@cortexkit/opencode-magic-context"><img src="https://img.shields.io/npm/v/@cortexkit/opencode-magic-context?label=opencode&color=blue&style=flat-square" alt="npm @cortexkit/opencode-magic-context"></a> <a href="https://www.npmjs.com/package/@cortexkit/pi-magic-context"><img src="https://img.shields.io/npm/v/@cortexkit/pi-magic-context?label=pi&color=purple&style=flat-square" alt="npm @cortexkit/pi-magic-context"></a> <a href="https://discord.gg/DSa65w8wuf"><img src="https://img.shields.io/discord/1488852091056295957?style=flat-square&logo=discord&logoColor=white&label=Discord&color=5865F2" alt="Discord"></a> <a href="https://github.com/cortexkit/magic-context/stargazers"><img src="https://img.shields.io/github/stars/cortexkit/magic-context?style=flat-square&color=yellow" alt="stars"></a> <a href="https://github.com/cortexkit/magic-context/blob/master/LICENSE"><img src="https://img.shields.io/badge/license-MIT-green?style=flat-square" alt="MIT License"></a> </p> <p align="center"> <em>You don't hire a developer for one task and fire them when they ship.<br>Stop doing it to your agent.</em> </p> <p align="center"> <a href="#what-is-magic-context">What is Magic Context?</a> · <a href="#quick-start">Quick Start</a> · <a href="#part-of-cortexkit">CortexKit</a> · <a href="#-context-management">Context</a> · <a href="#-capture">Capture</a> · <a href="#-consolidate">Consolidate</a> · <a href="#-recall">Recall</a> · <a href="https://docs.cortexkit.io/magic-context">Docs</a> · <a href="./CONFIGURATION.md">Configuration</a> · <a href="https://github.com/cortexkit/magic-context/releases?q=dashboard&expanded=true">Dashboard</a> · <a href="https://discord.gg/DSa65w8wuf">💬 Discord</a> </p> --- ## What is Magic Context? You don't hire a developer to fix one bug and fire them the moment it ships. You keep the good ones. They learn the codebase, remember why decisions were made, and get sharper every week. Coding agents work the opposite way. Every task is a fresh hire with no memory of your project, and at the end of each session you fire them and start from zero. Mid-task they even hit "compaction" pauses that break the flow and quietly drop what they knew. It is anterograde amnesia, the same thing that happens when the hippocampus is damaged. Magic Context gives them one. It is the **hippocampus** for coding agents, the part of the brain that forms memories, consolidates them, and recalls them, entirely in the background. One session stops being a disposable contractor and becomes a long-term teammate who was there for the whole proje
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Octopus · Independent Developer · United States
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Chanhyo Jung · Soongsil University · South Korea
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:5b33ea51c3ac4d47, topic:ai-agents, topic:agent-framework
matched fp:5b33ea51c3ac4d47, topic:memory, topic:context-engineering