AnnData MCP数据检索工具 anndata-mcp

AnnData MCP是一个通过MCP协议检索AnnData对象信息的工具，适用于生物医学数据分析场景。 null## 工具列表 Tool List

本MCP服务封装下列工具，可让模型通过标准化接口调用以下功能。本MCP服务封装下列工具，可让模型通过标准化接口调用以下功能。

工具 Tool	描述 Description
view_raw_data	View the raw data of an AnnData object.
get_summary	Get a summary of an AnnData object from a file or URL.
get_descriptive_stats	Provide basic descriptive statistics (e.g., count, mean, std, min, max, etc. or value counts) for an attribute or attribute value of an optionally filtered AnnData object.

检查服务 ## Inspector

工具在线测试： https://mcp.xiaobenyang.com/inspector/1777419073301507

Online Tool test https://mcp.xiaobenyang.com/inspector/1777419073301507

服务配置 MCP Server Config

如何获取 XBY-APIKEY ？ How to get XBY-APIKEY ?

访问小笨羊科技网站 https://xiaobenyang.com，注册用户即可获得APIKEY Visit XiaoBenYang website https://xiaobenyang.com, register and get the APIKEY.

SSE

{
  "mcpServers": {
    "AnnData MCP数据检索工具": {
      "headers": {
        "XBY-APIKEY": "<YOUR_XBY_APIKEY>"
      },
      "type": "sse",
      "url": "https://mcp.xiaobenyang.com/1777419073301507/sse"
    }
  }
}

STREAMABLE HTTP

{
  "mcpServers": {
    "AnnData MCP数据检索工具": {
      "headers": {
        "XBY-APIKEY": "<YOUR_XBY_APIKEY>"
      },
      "type": "streamable_http",
      "url": "https://mcp.xiaobenyang.com/1777419073301507/mcp"
    }
  }
}

STDIO

{
    "mcpServers": {
        "AnnData MCP数据检索工具": {
          "command": "npx",
          "args": [
            "-y",
            "xiaobenyang-mcp"
          ],
          "env": {
            "XBY_APIKEY": "<YOUR_XBY_APIKEY>",
            "mcpId": "1777419073301507",
          },
          "transport": "stdio"
        }
      }
}

工具列表

view_raw_data:
get_summary:
get_descriptive_stats:

服务配置

[{'mcpServers': {'AnnData MCP数据检索工具': {'headers': {'XBY-APIKEY': '<YOUR_XBY_APIKEY>'}, 'type': 'sse', 'url': 'https://mcp.xiaobenyang.com/1777419073301507/sse'}}}]

来源

来源：ModelScope
链接：https://xiaobenyang.com/