Data Product Mcp

Created By

entropy-data5 months ago

Overview

What is Data Product MCP?

Data Product MCP is a Model Context Protocol server designed to discover data products and request access within the Data Mesh Manager, enabling AI agents to access business data effectively while adhering to data governance policies.

How to use Data Product MCP?

To use Data Product MCP, configure your MCP client with the necessary environment variables, including the Data Mesh Manager API key and data platform credentials. Then, utilize the provided tools to search for data products, request access, and execute SQL queries on the data products you have access to.

Key features of Data Product MCP?

Discovery of relevant data products through a marketplace.
Governance controls to manage access requests and compliance with data contracts.
Execution of SQL queries on data products with security measures in place.

Use cases of Data Product MCP?

Enabling AI to answer complex business questions by accessing relevant data products.
Facilitating data governance by managing access to sensitive data.
Supporting data-driven decision-making across organizations by providing easy access to high-quality data sets.

FAQ from Data Product MCP?

Can Data Product MCP be used with any data platform?

Yes! Data Product MCP supports various data platforms like Snowflake, Databricks, and BigQuery.

Is there a cost associated with using Data Product MCP?

Data Product MCP is free to use, but access to certain data products may be subject to organizational policies.

How does Data Product MCP ensure data security?

Data Product MCP implements governance policies and security guardrails to prevent misuse of sensitive data.

Server Config

{
  "mcpServers": {
    "dataproduct": {
      "command": "uvx",
      "args": [
        "dataproduct_mcp"
      ],
      "env": {
        "DATAMESH_MANAGER_API_KEY": "dmm_live_user_...",
        "DATAMESH_MANAGER_HOST": "https://api.datamesh-manager.com",
        "SNOWFLAKE_USER": "",
        "SNOWFLAKE_PASSWORD": "",
        "SNOWFLAKE_ROLE": "",
        "SNOWFLAKE_WAREHOUSE": "COMPUTE_WH",
        "DATABRICKS_HOST": "adb-xxx.azuredatabricks.net",
        "DATABRICKS_HTTP_PATH": "/sql/1.0/warehouses/xxx",
        "DATABRICKS_CLIENT_ID": "",
        "DATABRICKS_CLIENT_SECRET": "",
        "BIGQUERY_CREDENTIALS_PATH": "/path/to/service-account-key.json"
      }
    }
  }
}

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