The Alkemi MCP Server integrates Alkemi's powerful data querying capabilities into MCP Clients, solving the challenge of querying databases without intricate knowledge of schemas or API structures. It leverages Alkemi to store database metadata, generate accurate queries, and execute them across sources like Snowflake, Google BigQuery, and DataBricks. This allows teams to share a standardized, quality-assured method for querying data using plain English, ensuring consistent and reliable access for all users.