arabic-ai-atlas
The Arabic AI ecosystem as a map, a list, and a skill your agent can install.
Install / Use
claude mcp add h9-tec -- npx -y github:h9-tec/arabic-ai-atlasIf the server publishes to npm under a different name, use that package instead — check the repo README.
MCP Server
Model Context Protocol server
Quality Score
Category
AI & Machine LearningSupported Platforms
Tags
Our assessment of arabic-ai-atlas
arabic-ai-atlas scores 73/100 on our quality scale, 854th of 933 AI & Machine Learning skills we index.
Its MCP Server is 73 KB long, well organised into 22 sections with 2 code examples: long enough that it reads more like full documentation than a focused instruction file, which agents can find harder to follow.
It has 43 GitHub stars, so there is little community track record yet; judge it on its content.
Maintenance, license and trust
- The repository was last updated today, so arabic-ai-atlas is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 92/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
arabic-ai-atlas compared with similar skills
All 4 of these similar skills score higher than arabic-ai-atlas; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| arabic-ai-atlas (this skill)by h9-tec | 73 | 43 | today | MCP Server |
| Agent-Reachby Panniantong | 100 | 105.7k | 4d ago | CLAUDE.md |
| claude-memby thedotmack | 100 | 104.1k | today | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 88.8k | 3d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 78.2k | today | CLAUDE.md |
Frequently asked questions
- How do I install arabic-ai-atlas?
- Run
claude mcp add h9-tec -- npx -y github:h9-tec/arabic-ai-atlas. The install tabs above show the steps for each supported agent. - Which AI agents does arabic-ai-atlas work with?
- It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
- Is arabic-ai-atlas safe to use?
- It is MIT-licensed and scores 92/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is arabic-ai-atlas still maintained?
- The repository was last updated today, so arabic-ai-atlas is actively maintained.
Skill content
View source on GitHub<a href="https://h9-tec.github.io/arabic-ai-atlas/"><img src="assets/geo.svg" alt="Map of the Arabic AI ecosystem: entries per Arab country, with one bubble per entry type sized by downloads" width="100%"/></a>
Open the interactive map → · search, filter by dialect or license, share a filtered link.
Arabic AI Atlas
The Arabic AI ecosystem as a map, a list, and a skill your agent can install.
Install into your agent
claude plugin marketplace add h9-tec/arabic-ai-atlas
claude plugin install arabic-ai-atlas@arabic-ai-atlas
Requires uv on PATH.
Then ask Claude: which open Arabic TTS runs on a phone? It answers from this atlas via the recommend MCP tool.
Add this to your .mcp.json:
{"mcpServers": {"arabic-ai-atlas": {"command": "uv", "args": ["run", "--frozen", "--no-dev", "--directory", "/path/to/arabic-ai-atlas", "python", "mcp/server.py"]}}}
How this repo works
- YAML in
data/is the only hand-edited source. - CI validates every PR against
data/schema.json. - A nightly job pulls Hugging Face downloads and regenerates the map, README,
dist/atlas.jsonanddist/llms.txt. - Wanted gaps (
data/wanted.yaml) are re-evaluated on every build, andbase_modellinks build the family tree and the MCPlineagetool. - The repo is itself a Claude Code plugin: 5 skills + an MCP server that reads the atlas offline.
Entries by country
| Country | Entries | LLM | ASR | TTS | OCR | Embedding | Datasets | Tools | Benchmarks | Papers | Orgs | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | 🌍 International | 2200 | 210 | 119 | 58 | 32 | 30 | 710 | 238 | 75 | 671 | 23 | | 🇸🇦 Saudi Arabia | 355 | 46 | 11 | 8 | 9 | 28 | 163 | 19 | 25 | 11 | 35 | | 🇦🇪 United Arab Emirates | 184 | 49 | 5 | 6 | 0 | 0 | 43 | 12 | 31 | 17 | 21 | | 🇪🇬 Egypt | 175 | 33 | 22 | 6 | 5 | 7 | 73 | 5 | 3 | 2 | 18 | | 🇶🇦 Qatar | 128 | 9 | 3 | 0 | 2 | 0 | 63 | 10 | 17 | 19 | 5 | | 🇲🇦 Morocco | 71 | 13 | 5 | 2 | 2 | 1 | 29 | 4 | 7 | 3 | 5 | | 🇩🇿 Algeria | 42 | 3 | 1 | 3 | 0 | 0 | 18 | 15 | 1 | 0 | 1 | | 🇵🇸 Palestine | 30 | 3 | 0 | 0 | 0 | 0 | 17 | 6 | 1 | 1 | 2 | | 🇯🇴 Jordan | 25 | 1 | 1 | 0 | 1 | 0 | 15 | 2 | 2 | 1 | 2 | | 🇱🇧 Lebanon | 23 | 14 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 1 | 1 | | 🇹🇳 Tunisia | 22 | 2 | 1 | 1 | 0 | 0 | 11 | 0 | 1 | 3 | 3 | | 🇾🇪 Yemen | 9 | 1 | 2 | 0 | 0 | 0 | 4 | 0 | 1 | 1 | 0 | | 🇮🇶 Iraq | 8 | 2 | 0 | 0 | 0 | 0 | 4 | 0 | 1 | 0 | 1 | | 🇴🇲 Oman | 8 | 2 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 3 | | 🇸🇩 Sudan | 7 | 0 | 1 | 0 | 0 | 0 | 3 | 0 | 0 | 1 | 2 | | 🇧🇭 Bahrain | 5 | 1 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | | 🇰🇼 Kuwait | 4 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | | 🇱🇾 Libya | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | | 🇸🇾 Syria | 3 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Grid view
The same atlas as a country-by-type grid, with the most downloaded entries named in each cell.
<a href="https://h9-tec.github.io/arabic-ai-atlas/#view=grid"><img src="assets/map.svg" alt="Arabic AI landscape grid: entries by country and type" width="100%"/></a>
Contents
- 🧠 Large Language Models
- 🎙️ Speech Recognition
- 🔊 Text-to-Speech
- 📖 OCR
- 🔤 Embeddings
- 📊 Datasets
- 🔧 Tools
- 🏆 Benchmarks
- 📄 Papers
- 🏢 Organizations
- 🧩 Arabic Agent Skills
- 🎯 Most Wanted
- 🌳 Family tree
- 🤝 Contributing
🧠 Large Language Models
Showing 20 of 393 · see all 393 on the interactive map · full table
| Name | Org | Country | Size | License | ⬇ Downloads | Updated | Links |
| --- | --- | --- | --- | --- | --- | --- | --- |
| AraBERTv02 | AUB MIND Lab | 🇱🇧 LB | — | unknown | 541K | 2024-03-26 | 
🎙️ Speech Recognition
Showing 20 of 174 · see all 174 on the interactive map · full table
| Name | Org | Country | License | ⬇ Downloads | Updated | Links |
| --- | --- | --- | --- | --- | --- | --- |
| whisper-large-v3-turbo | OpenAI | 🌍 INTL | mit | 5.8M | 2024-10-04 |
Truncated for display — read the full file on GitHub.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.