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entropy-data

Data Product MCP

by entropy-data
OverviewSchemaRelated ServersScoreDiscussions
Python
Remote

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
DATABRICKS_HOSTNoDatabricks workspace URL without HTTPS prefix (e.g., adb-xxx.azuredatabricks.net) (required if using Databricks).
DATABRICKS_CLIENT_IDNoDatabricks OAuth2 client ID (required if using Databricks).
DATABRICKS_HTTP_PATHNoDatabricks SQL warehouse HTTP path (e.g., /sql/1.0/warehouses/xxx) (required if using Databricks).
DATAMESH_MANAGER_HOSTNoBase URL for self-hosted Data Mesh Manager instances. Default: https://api.datamesh-manager.comhttps://api.datamesh-manager.com
DATABRICKS_CLIENT_SECRETNoDatabricks OAuth2 client secret (required if using Databricks).
DATAMESH_MANAGER_API_KEYYesAPI key for authentication with Data Mesh Manager (required).
BIGQUERY_CREDENTIALS_PATHNoPath to the BigQuery service account key JSON file (required if using BigQuery).
DATACONTRACT_SNOWFLAKE_ROLENoSnowflake role (e.g., DATAPRODUCT_MCP) (required if using Snowflake).
DATACONTRACT_SNOWFLAKE_PASSWORDNoSnowflake programmatic access token (required if using Snowflake).
DATACONTRACT_SNOWFLAKE_USERNAMENoSnowflake username (required if using Snowflake).
QUERY_ACCESS_EVALUATION_ENABLEDNoEnable/disable AI-based query access evaluation. Set to 'false' to disable. Default: truetrue
DATACONTRACT_SNOWFLAKE_WAREHOUSENoSnowflake warehouse (e.g., COMPUTE_WH) (required if using Snowflake).

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
dataproduct_searchA

Search data products based on the search term. Only returns active data products.

Args: search_term: Search term to filter data products. Multiple search terms are supported, separated by space.

Returns: List of data product summaries with basic information.

dataproduct_getA

Get a data product by its ID. The data product contains all its output ports and server information. The response includes access status for each output port and inlines any data contracts.

Args: data_product_id: The data product ID.

Returns: Dict containing the data product details with enhanced output ports.

dataproduct_request_accessA

Request access to a specific output port of a data product. This creates an access request. Based on the data product configuration, purpose, and data governance rules, the access will be automatically granted, or it will be reviewed by the data product owner.

Args: data_product_id: The ID of the data product. output_port_id: The ID of the output port to request access to. purpose: The business purpose/reason for requesting access to this data. Use a high-level description of why you need this data.

Returns: Dict containing access request details including access_id, status, and approval information.

dataproduct_queryA

Execute an SQL query on a data product's output port. This tool connects to the underlying data platform (Snowflake, Databricks) and executes the provided SQL query. You must have access to the output port to execute queries.

If the data contract specifies terms of use (such as usage, or limitations), you may only execute this tool when the query is in line with these terms.

Args: data_product_id: The ID of the data product. output_port_id: The ID of the output port to query. purpose: The business purpose for executing this query. Use a high-level description of why you need this data. If there is a data contract, the purpose must be in line with the terms specified in the data contract. query: The SQL query to execute. Try to use fully qualified table names when appropriate.

Returns: Dict containing query results with row count and data (limited to 100 rows).

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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