Mobus

概述

Mobus提供了一个统一的MCP接口，可在20多个平台上发现、预览和分析数据集，包括Hugging Face、Kaggle、Zenodo和政府数据仓库。它提供了15个工具，涵盖数据集发现、评估、质量评估、引文生成和高级研究功能。服务器能够优雅地处理跨平台的并行请求，即使缺少某些API密钥也能正常工作。

试试问 AI

装完之后，这里有 8 个你可以让 AI 做的事：

• search_datasets

  Search all 20 platforms at once for datasets

  试试:Search for air quality datasets with a commercial license试试:Find climate change datasets updated after 2020
• find_research_datasets

  Find datasets used in research papers

  试试:Find research datasets related to machine learning试试:Get datasets used in papers about neural networks
• get_dataset_details

  Get full metadata for a specific dataset

  试试:Get details about that Zenodo dataset试试:Show me metadata for the Hugging Face model
• preview_dataset

  Preview the first N rows of a dataset

  试试:Preview the first 20 rows of that dataset试试:Show me a sample of the SEC filings data
• compare_datasets

  Compare 2-5 datasets side by side

  试试:Compare these three climate datasets试试:Show me differences between the Kaggle and UCI datasets
• generate_citation

  Generate APA, BibTeX, or Chicago citations for datasets

  试试:Generate an APA citation for that dataset试试:Create a BibTeX citation for the Hugging Face model
• assess_quality

  Assess dataset quality including missing values and duplicates

  试试:Assess the quality of this dataset试试:Check for missing values and duplicates in the data
• check_license

  Check dataset license for commercial, academic, or internal use

  试试:Check if this dataset can be used commercially试试:Verify the license for academic use
• find_similar

  Find datasets similar to one you have

  试试:Find datasets similar to this one试试:Show me alternatives to the Kaggle dataset
• check_compatibility

  Check schema compatibility against your schema

  试试:Check if this dataset is compatible with my schema试试:Verify schema compatibility with this data
• visualize_dataset

  Generate interactive ECharts dashboard for a dataset

  试试:Visualize this dataset试试:Create an interactive dashboard for the climate data
• watch_query

  Monitor for new datasets matching your query

  试试:Watch for new datasets about machine learning试试:Set up a notification for new climate data

可对比工具

安装

git clone https://github.com/hrantvirabyan/Mobus.git
cd Mobus
npm install
cp .env.example .env   # 填写您拥有的任何密钥（均为可选）
npm run build

{
  "mcpServers": {
    "mobus": {
      "command": "node",
      "args": ["/absolute/path/to/Mobus/dist/main.js"]
    }
  }
}

FAQ

使用Mobus是否需要API密钥？

不需要，所有API密钥都是可选的。当未提供密钥时，服务器会优雅地跳过需要身份验证的平台。

哪些AI助手与Mobus兼容？

Mobus与Claude（网页、桌面和移动版）兼容，并通过添加MCP服务器配置可以为其他兼容MCP的AI助手配置。

如果某个平台的API宕机会发生什么？

Mobus能优雅地处理API故障，并继续处理来自其他平台的请求而不会崩溃。

Mobus 对比