UltraRAG MCP Server
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
UltraRAG is an open-source mcp server by OpenBMB, written mainly in Python, with 5,737 GitHub stars and the Apache-2.0 license. Its code was last updated Nov 1, 2026.
Scan summary: scanned Nov 5, 2026 at commit 6ff3bc3. No capabilities flagged by our checks. Scan policy
How to install UltraRAG
Built from the start command in the project's README: docker run --rm -it -p 5050:5050 hdxin2002/ultrarag:latest-base-cpu. Check the README for required keys or settings.
claude mcp add ultrarag -- docker run --rm -it -p 5050:5050 hdxin2002/ultrarag:latest-base-cpu{
"mcpServers": {
"ultrarag": {
"command": "docker",
"args": [
"run",
"--rm",
"-it",
"-p",
"5050:5050",
"hdxin2002/ultrarag:latest-base-cpu"
]
}
}
}{
"mcpServers": {
"ultrarag": {
"command": "docker",
"args": [
"run",
"--rm",
"-it",
"-p",
"5050:5050",
"hdxin2002/ultrarag:latest-base-cpu"
]
}
}
}code --add-mcp '{"name":"ultrarag","command":"docker","args":["run","--rm","-it","-p","5050:5050","hdxin2002/ultrarag:latest-base-cpu"]}'What UltraRAG can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to the internetNot run in this scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit 6ff3bc3, Nov 5, 2026. See the scan policy.
Before you install UltraRAG
AgenticMart scanned UltraRAG on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- An MCP server is a program your AI app starts and talks to. A local one runs with your user's permissions: it can see the files, environment variables and network your account can.
Before you install
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by OpenBMB on GitHub, 5,737 stars and 457 forks. Popularity is not proof of safety.
- Last code change: Nov 1, 2026.
- Open-source license: Apache-2.0.
UltraRAG is an open-source mcp server by OpenBMB, written mainly in Python. A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
At a glance
- Stars
- 5.7k
- Forks
- 457
- Language
- Python
- License
- Apache-2.0
- Created
- Jan 2025
- Last update
- Nov 1, 2026
- Type
- MCP Server
- Price
- Free
Topics
Questions about UltraRAG
What is UltraRAG?
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
Who maintains UltraRAG?
UltraRAG is maintained by OpenBMB on GitHub (OpenBMB/UltraRAG). AgenticMart lists it from public repository data.
Is UltraRAG safe to use?
AgenticMart scanned UltraRAG on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does UltraRAG use?
It is published under the Apache-2.0 license.
UltraRAG alternatives
View more →Similar mcp servers in Data Science & ML, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| UltraRAG (this page) OpenBMB | 5.7k | Apache-2.0 | Nov 1, 2026 | Scanned, no flagged issues |
| MaxKB 1Panel-dev | 23k | GPL-3.0 | Nov 1, 2026 | Scanned, no flagged issues |
| FunASR modelscope | 21k | MIT | Nov 1, 2026 | Scanned, no flagged issues |
| Ida Pro MCP mrexodia | 13k | MIT | Sep 26, 2026 | Scanned, no flagged issues |
| Pal MCP Server BeehiveInnovations | 12k | None found | Dec 15, 2025 | Not scanned yet |
| Osaurus osaurus-ai | 8.1k | MIT | Nov 1, 2026 | Scanned, no flagged issues |