## Use Cases

Use cases show what persistent memory makes possible in real products and workflows. Some examples are packaged in this repository; others point to external demos or integrations you can study and adapt.

<table>
<tr>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/840470d7-a838-4c05-8685-dd797d4e9cdf)](https://evermind.ai/usecase_reunite)

#### Reunite - Find with EverOS

Parents describe what they remember. Children describe what they recall. Reunite uses semantic memory to surface the connections.

[Learn more](https://evermind.ai/usecase_reunite)

</td>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/7282b38b-56bf-4356-aa7b-06a845e7683d)](https://github.com/tt-a1i/hive)

#### Hive Orchestrator

Browser-native hive-mind for CLI coding agents — Claude Code, Codex, Gemini, and OpenCode collaborate as real PTY processes via a team protocol.

[Code](https://github.com/tt-a1i/hive)

</td>
</tr>

<tr>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/867d9329-ce9a-496f-ab1e-15c77974e5fa)](https://github.com/tt-a1i/evermemos-mcp)

#### AI Coding Assistants with EverOS

Universal long-term memory layer for AI coding assistants, powered by EverOS.

[Code](https://github.com/tt-a1i/evermemos-mcp)

</td>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/a4f0fd86-1c81-4445-bebc-e51eb5e33b30)](https://github.com/yuansui123/AI-Data-Technician-EverMemOS)

#### AI Data Techician

An agentic AI system that learns from scientist interaction to inspect, analyze, and classify high-dimensional time series data — with persistent memory that improves across sessions.

[Code](https://github.com/yuansui123/AI-Data-Technician-EverMemOS)

</td>
</tr>

<tr>
<td width="50%" valign="top">

![banner-gif](https://github.com/user-attachments/assets/650b901b-c9ba-4001-bac7-626b009df830)

#### Rokid AI Assistant with EverOS

Connect to EverOS within Rokid Glasses enabling long-term memory for all of your smart activities.

Coming soon

</td>
<td width="50%" valign="top">

![banner-gif](https://github.com/user-attachments/assets/85b338b2-e48e-4a65-9f30-0bc6998df872)

#### Creative Assistant with Memory

Creative assistant with long-term memory, never forget your crativites anymore.

Coming soon

</td>
</tr>

<tr>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/f30617a1-adc0-4271-bc0e-c3a0b28cb903)](https://github.com/xunyud/Earth-Online)

#### Earth Online Memory Game

Earth Online is a memory-aware productivity game that turns everyday planning into a living quest log.

[Code](https://github.com/xunyud/Earth-Online)

</td>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/57d8cda7-35a5-4561-b794-5520dffc917b)](https://github.com/golutra/golutra)

#### Multi-Agent Orchestration Platform

Golutra presents a multi-agent workforce for engineering teams, extending the IDE model from a single assistant to coordinated agents.

[Code](https://github.com/golutra/golutra)

</td>
</tr>
<tr>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/75f19db5-30f6-4eed-9b1e-c9c6a0e6b7de)](https://github.com/Yangtze-Seventh/taste-verse)

#### Your Personal Tasting Universe

Record, visualize, and explore your tasting journey through an immersive 3D star map.

[Code](https://github.com/Yangtze-Seventh/taste-verse)

</td>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/93ac2a68-4f18-4fcb-8d87-80aeb00a9d7c)](https://github.com/kellyvv/OpenHer)

#### EverOS Open Her

Build AI that feels. Open-source persona engine — personality emerges from neural drives, not prompts. Inspired by Her.

[Code](https://github.com/kellyvv/OpenHer)

</td>
</tr>

<tr>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/550071c1-dc39-4964-9f67-ffdfad792345)](https://chromewebstore.google.com/detail/ruminer-browser-agent/lbccjohfpdpimbhpckljimgolndfmfif)

#### Browser Agent for Personal Memory

Ruminer brings persistent memory to a browser agent so it can carry personal context across web tasks.

[Plugin](https://chromewebstore.google.com/detail/ruminer-browser-agent/lbccjohfpdpimbhpckljimgolndfmfif)

</td>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/c258a6c4-fe70-497a-98d1-3dade4a932f6)](https://github.com/nanxingw/EverMem)

#### EverMem Sync with EverOS

One command to connect any AI coding CLI to EverMemOS long-term memory.

[Code](https://github.com/nanxingw/EverMem)

</td>
</tr>

<tr>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/39274473-ceb3-48fb-a031-e22230decbe2)](https://github.com/mco-org/mco)

#### MCO - Orchestrate AI Coding Agents

MCO equips your primary agent with an agent team that can work together to solve complex tasks.

[Code](https://github.com/mco-org/mco)

</td>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/314c9126-8e08-4688-bbbb-8555ad58cf67)](https://github.com/onenewborn/StudyBuddy-public)

#### Study Buddy with Self-Evolving Memory

Study proactively with an agent that has self-evolving memory.

[Code](https://github.com/onenewborn/StudyBuddy-public)

</td>
</tr>

<tr>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/21da76aa-9a8b-48e0-9134-42429d7390e7)](https://github.com/TonyLiangDesign/MemoCare)

#### Alzheimer’s Memory Assistant

Empowering individuals with advanced memory support and daily assistance.

[Code](https://github.com/TonyLiangDesign/MemoCare)

</td>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/e2428df3-ea11-4e88-8f9c-dad437dd8998)](https://github.com/AlexL1024/NeuralConnect)

#### Memory-Driven Multi-Agent NPC Experience

An iOS sci-fi mystery game where players explore and uncover the truth.

[Code](https://github.com/AlexL1024/NeuralConnect)

</td>
</tr>

<tr>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/e6eaf308-a874-483f-8874-6934bf95a78f)](https://github.com/elontusk5219-prog/Mobi)

#### Mobi Companion

An iOS app where users create, nurture, and live with a personalized AI companion called Mobi.

[Code](https://github.com/elontusk5219-prog/Mobi)

</td>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/9aabcaa9-f97a-49d2-9109-0b5bb696ed41)](https://github.com/JaMesLiMers/EvermemCompetition-Spiro)

#### AI Wearable with Memory

A context-native AI wearable that listens to everyday life and converts conversations into memory.

[Code](https://github.com/JaMesLiMers/EvermemCompetition-Spiro)

</td>
</tr>
<tr>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/df9677ec-386f-4c56-a428-08bca25c54dc)](../docs/migration-to-1.0.0.md)

#### Legacy OpenClaw Agent Memory

Archived pre-1.0.0 plugin reference. New integrations should use the EverOS 1.0.0 API.

[Learn more](../docs/migration-to-1.0.0.md)

</td>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/3a2357a1-c0c3-464a-8979-0d1cdfc9b0d4)](https://github.com/TEN-framework/ten-framework/tree/04cb80601374fa9e35b4e544b2dbd23286ca7763/ai_agents/agents/examples/voice-assistant-with-EverMemOS)

#### Live2D Character with Memory

Add long-term memory to a real-time Live2D character, powered by [TEN Framework](https://github.com/TEN-framework/ten-framework).

[Code](https://github.com/TEN-framework/ten-framework/tree/04cb80601374fa9e35b4e544b2dbd23286ca7763/ai_agents/agents/examples/voice-assistant-with-EverMemOS)

</td>
</tr>
<tr>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/c36bdc04-97d3-4fe9-97d9-4b93b475595a)](https://screenshot-analysis-vercel.vercel.app/)

#### Computer-Use with Memory

Run screenshot-based analysis with computer-use and store the results in memory.

[Live Demo](https://screenshot-analysis-vercel.vercel.app/)

</td>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/54a7cf8f-62c4-4fbc-9d50-b214d034e051)](game-of-throne-demo)

#### Game of Thrones Memories

A demonstration of AI memory infrastructure through an interactive Q&A experience with *A Game of Thrones*.

[Code](game-of-throne-demo)

</td>
</tr>
<tr>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/af37c1f6-7ba5-430c-b99d-2a7e7eac618f)](claude-code-plugin)

#### Claude Code Plugin

Persistent memory for Claude Code. Automatically saves and recalls context from past coding sessions.

[Code](claude-code-plugin)

</td>
<td width="50%" valign="top">

[![banner-gif](https://github.com/user-attachments/assets/d521d28c-0ccd-44ff-aecc-828245e2f973)](https://main.d2j21qxnymu6wl.amplifyapp.com/graph.html)

#### Memory Graph Visualization

Explore stored entities and relationships in a graph interface. Frontend demo; backend integration is in progress.

[Live Demo](https://main.d2j21qxnymu6wl.amplifyapp.com/graph.html)

</td>
</tr>
</table>

## Contributing Guidelines

Before submitting a use case, please follow these best practices to keep the repository clean and lightweight.

### No images in the repo

Do not commit image files (`.png`, `.jpg`, `.gif`, `.svg`, etc.) to this repository. Images bloat the Git history and cannot be removed after the fact.

Instead, upload images to [GitHub user-attachments](https://docs.github.com/en/get-started/writing-on-github/getting-started-with-writing-and-formatting-on-github/basic-writing-and-formatting-syntax#uploading-assets) and reference them by URL in your README:

```markdown
![Screenshot](https://github.com/user-attachments/assets/your-image-id)
```

### No generated or dependency files

Do not commit files that can be regenerated locally:

- `node_modules/` — run `npm install` to regenerate
- `package-lock.json` — already in `.gitignore` for this folder
- `dist/`, `build/`, `.next/` — build output
- `.env` — use `.env.example` with placeholder values instead

### Keep code DRY

Avoid duplicating logic across your use case. If multiple files share the same functionality, extract it into a shared utility. This makes examples easier to follow and maintain.

### General checklist

Before opening a PR, verify:

- [ ] No image files committed (use external URLs)
- [ ] No `node_modules`, lock files, or build artifacts
- [ ] No secrets or API keys (only `.env.example` with placeholders)
- [ ] README included with setup instructions
- [ ] Code is concise and avoids unnecessary repetition
