MCP server for talking to your data, powered by DataHub
Project description
datahub-semantic-agent
An MCP server for talking to your data, powered by DataHub.
Usage
The datahub-semantic-agent requires a number of environment variables.
# DataHub connection details.
DATAHUB_GMS_URL=...
DATAHUB_GMS_TOKEN=...
# OpenAI API key.
# Required for running our internal agentic workflows.
# We don't currently support any other LLM providers.
OPENAI_API_KEY=sk-...
# Snowflake connection details.
# The options mirror the configs available in the DataHub Snowflake integration.
# https://docs.datahub.com/docs/generated/ingestion/sources/snowflake/
# e.g. stuff like this is also supported:
# SNOWFLAKE__CONNECTION__AUTHENTICATION_TYPE: KEY_PAIR_AUTHENTICATOR
# SNOWFLAKE__CONNECTION__PRIVATE_KEY: ...
# SNOWFLAKE__CONNECTION__PRIVATE_KEY_PASSWORD: ...
SNOWFLAKE__CONNECTION__ACCOUNT_ID=...
SNOWFLAKE__CONNECTION__USERNAME=...
SNOWFLAKE__CONNECTION__PASSWORD=...
SNOWFLAKE__CONNECTION__WAREHOUSE=...
SNOWFLAKE__CONNECTION__ROLE=...
Then, configure your MCP client (Claude Desktop, Cursor, Windsurf, etc.) with the following settings:
{
"mcpServers": {
"datahub": {
"command": "<path-to-uvx>", // e.g. "/Users/hsheth/.local/bin/uvx"
"args": [
"mcp-server-datahub",
],
"env": {
"DATAHUB_GMS_URL": "...",
"DATAHUB_GMS_TOKEN": "...",
}
},
"datahub-semantic-agent": {
"command": "<path-to-uvx>", // e.g. "/Users/hsheth/.local/bin/uvx"
"args": [
"datahub-semantic-agent",
],
"env": {
"DATAHUB_GMS_URL": "...",
"DATAHUB_GMS_TOKEN": "...",
"OPENAI_API_KEY": "sk-...",
"SNOWFLAKE__CONNECTION__ACCOUNT_ID": "...",
...
}
}
}
}
The DataHub MCP server must also be configured for the datahub-semantic-agent MCP server to work properly.
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