UltraRAG MCP Server

by OpenBMB• 5.7k•• Scanned•Claim this listing•Request removal
Data Science & MLdeepseekdemoeasyembeddingflask

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 Code · Terminal
claude mcp add ultrarag -- docker run --rm -it -p 5050:5050 hdxin2002/ultrarag:latest-base-cpu
Claude Desktop · claude_desktop_config.json
{
  "mcpServers": {
    "ultrarag": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-it",
        "-p",
        "5050:5050",
        "hdxin2002/ultrarag:latest-base-cpu"
      ]
    }
  }
}
Cursor · .cursor/mcp.json
{
  "mcpServers": {
    "ultrarag": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-it",
        "-p",
        "5050:5050",
        "hdxin2002/ultrarag:latest-base-cpu"
      ]
    }
  }
}
VS Code · Terminal
code --add-mcp '{"name":"ultrarag","command":"docker","args":["run","--rm","-it","-p","5050:5050","hdxin2002/ultrarag:latest-base-cpu"]}'

What UltraRAG can touch

  • Run shell commandsNot seen in this scan
  • Run dynamic codeNot seen in this scan
  • Read or write filesNot seen in this scan
  • Read environment and secretsNot seen in this scan
  • Control a web browserNot seen in this scan
  • Connect to databasesNot seen in this scan
  • Read or send messagesNot seen in this scan
  • Touch money or tradingNot seen in this scan
  • 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

  1. Pin the version you reviewed instead of always installing the latest release.
  2. 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

deepseekdemoeasyembeddingflaskgpthuggingface-transformersllmmcpmultimodalopenaiqwenragsentence-transformersuivllmvlm

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.

NameStarsLicenceLast updatedScan
UltraRAG (this page)
OpenBMB
5.7kApache-2.0Nov 1, 2026Scanned, no flagged issues
MaxKB
1Panel-dev
23kGPL-3.0Nov 1, 2026Scanned, no flagged issues
FunASR
modelscope
21kMITNov 1, 2026Scanned, no flagged issues
Ida Pro MCP
mrexodia
13kMITSep 26, 2026Scanned, no flagged issues
Pal MCP Server
BeehiveInnovations
12kNone foundDec 15, 2025Not scanned yet
Osaurus
osaurus-ai
8.1kMITNov 1, 2026Scanned, no flagged issues