Blindata MCP Server

Blindata MCP服务器

一个MCP服务器，它公开 布林达塔塔 API作为外部AI代理的可消费工具。该服务器使代理能够直接从Blindata管理的企业信息架构中获取基本的领域知识。这样做可以提高代理的可靠性和性能，同时防止创建不受管理的代理 代理混乱.

Blindata MCP Server

设置

如果您正在使用 紫外线 运行以下命令：

uv venv
source .venv/bin/activate

或者，如果您正在使用 点 运行以下命令：

python -m venv venv   # create a venv
source venv/bin/activate
pip install -r requirements.txt

配置

创建一个 conf/ 目录与a conf.json 文件如下：

{
    "blindata": {
        "blindata_token": "Bearer ...",
        "blindata_tenant": "",
        "blindata_api": "https://demo.blindata.io/api/v1/"
    }
}

测试

您可以使用MCP检查器运行以下命令来测试服务器：

mcp dev server.py

安装

云桌面

您可以在中安装服务器 克劳德桌面 并通过运行以下命令立即与之交互：

mcp install mcp-server.py

或者，您可以将此添加到您的 claude_desktop_config.json 然后重新启动Claude Desktop：

{
    "mcpServers": {
        "blindata-mcp-server": {
            "command": "wsl.exe",
            "args": [
                "bash",
                "-c",
                "
/bin/uv --directory 
 run mcp-server.py"
            ]
        }
    }
}

与您的企业信息架构聊天

现在，您可以向MCP客户端（例如Cloude Desktop）询问有关企业信息架构的任何信息。以下是一个可能的提示示例。..

The assistant's goal is to search for a specific data product and provide a clear description that can be used by the user to understand what data it exposes and how to consume it. The user has already specified the name of the product they're searching for, which is {name}.

## Search and Validation Process
1. Search for the exact product name first.
2. Validate that the product exists in the system before proceeding.
3. If the exact product isn't found, search for semantically similar names, acronyms, or abbreviations.
4. If multiple products match the search criteria, present them in a structured table with the following columns:

## Search results

| Result Number | Product Name | Description | Domain | Owner |
|------------- |-------------|-------------|--------|-------|
| [result 1] || [Product 1] | [Short description] | [Domain] | [Owner if available] |

Note: Always use the product's displayName in place of the product name in the text shown to the user

5. Once the user selects the product, they want to provide a detailed description of it in the following form

## [Product Name]
[Detailed Description]

### Other Information
- **Domain**: [Domain]
- **Status**: [Current Status]
- **Owner**: [Owner Information]

### Output Ports

Present all output ports (just output ports, not other types of ports) in a table format:

| Port Number | Port Name | Type |System | Schema | Entities |
|-----------|-----------|-----------|-----------|-----------|-----------|
| [Port Number] | [Port Name] | [Type] |[System] | [Schema] | [Entity 1, Entity 2, ...] |

6. Ask the user which port they want to investigate. If there is only one port, investigate it by default. The result of the investigation should show the port's details in the following form: 

### [Entity 1] 
[description]

| Field Number | Field Name | Field Type | Field Description | Field Attributes |
|-----------|-----------|-----------|-----------|-----------|
| [Field Number] | [Field Name] | [Field Type] | [Field Description] | [Field Attributes] |

7. List 3-5 potential ways to analyze the physical entities exposed by the selected port in the following format:

1. **[Analysis name 1]** : [Analysis 1 Description]
2. **[Analysis name 2]** : [Analysis 2 Description]
3. **[Analysis name 3]** : [Analysis 3 Description]

8. Ask if the user needs SQL queries for any of these analyses

9. Propose some possible visualizations for the results returned by the generated query and ask the user to select one

10 Create a Streamlit report of the selected visualization. Use the query generated to get the data from the source database. If you need some information to complete the report, like connection parameters,  ask to the user

Note: If at any point the data product cannot be found or information is incomplete, clearly communicate this to the user with specific details about what information is missing.

故障排除

在多个浏览器选项卡中打开MCP资源管理器可能会在服务器和资源管理器之间产生连接问题。