Use Cases · For data platform engineers
Governed data for AI agents
The Bruin MCP server exposes your governed assets, quality checks, and lineage to AI agents over the Model Context Protocol, so agents work against trustworthy data, not the raw warehouse.
Governed warehouse access over MCP
10 use casesGive AI agents governed access to Snowflake via MCP
How do I let AI agents query Snowflake safely through MCP?
Give AI agents governed access to BigQuery via MCP
How do I let AI agents query BigQuery safely through MCP?
Give AI agents governed access to Postgres via MCP
How do I let AI agents query Postgres safely through MCP?
Give AI agents governed access to Databricks via MCP
How do I let AI agents query Databricks safely through MCP?
Give AI agents governed access to Redshift via MCP
How do I let AI agents query Redshift safely through MCP?
Give AI agents governed access to DuckDB via MCP
How do I let AI agents query DuckDB safely through MCP?
Give AI agents governed access to MotherDuck via MCP
How do I let AI agents query MotherDuck safely through MCP?
Give AI agents governed access to ClickHouse via MCP
How do I let AI agents query ClickHouse safely through MCP?
Give AI agents governed access to MySQL via MCP
How do I let AI agents query MySQL safely through MCP?
Give AI agents governed access to Athena via MCP
How do I let AI agents query Athena safely through MCP?
Agent workflows
9 use casesLet Claude explore your data model
How does Claude discover which tables exist and how they relate?
Let Claude run governed queries
How do I let Claude run queries without exposing raw SQL access?
Let Claude explain where a number came from
Can Claude explain the source of a metric?
Let Cursor explore your data model
How does Cursor discover which tables exist and how they relate?
Let Cursor run governed queries
How do I let Cursor run queries without exposing raw SQL access?
Let Cursor explain where a number came from
Can Cursor explain the source of a metric?
Let Claude Code explore your data model
How does Claude Code discover which tables exist and how they relate?
Let Claude Code run governed queries
How do I let Claude Code run queries without exposing raw SQL access?
Let Claude Code explain where a number came from
Can Claude Code explain the source of a metric?
Governed agent access
8 use casesExpose only governed assets to an AI agent
How do I stop an AI agent from touching raw or sensitive tables?
Let an agent use your data quality checks
Can an AI agent know whether the data it is using is trustworthy?
Give an agent lineage context for better answers
How do I help an AI agent understand how tables relate?
Run an MCP server on your own infrastructure
Can the MCP server run inside our own network?
Build an internal data agent on Bruin MCP
How do I build an internal agent that answers data questions?
Keep warehouse credentials out of the agent
How do I avoid handing raw warehouse credentials to an AI tool?
Let an agent trace a number to its source
Can an agent explain where a number came from?
Version-control what an agent can access
How do I control and review what data an agent can reach?
Connect AI agents to your data
5 use casesGive Claude governed access to your warehouse via MCP
How do I let Claude query my warehouse safely through MCP?
Give Cursor governed access to your warehouse via MCP
How do I let Cursor query my warehouse safely through MCP?
Give Claude Code governed access to your warehouse via MCP
How do I let Claude Code query my warehouse safely through MCP?
Give your IDE governed access to your warehouse via MCP
How do I let your IDE query my warehouse safely through MCP?
Give an internal agent governed access to your warehouse via MCP
How do I let an internal agent query my warehouse safely through MCP?
Give agents governed data
Open source. Expose assets, quality, and lineage to AI agents over MCP.