alevret/mcp-databricks-demo
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The Model Context Protocol (MCP) server integrates Azure OpenAI API with Databricks, providing a natural language interface for SQL queries, job management, and infrastructure monitoring.
Tools
Functions exposed to the LLM to take actions
run_sql_query
Execute SELECT, SHOW, or DESCRIBE queries with safety validation.
list_databases
List all available databases/catalogs in the workspace.
describe_table
Get comprehensive schema information for any table.
list_jobs
Display all Databricks jobs with metadata.
get_cluster_info
List all clusters with state and configuration details.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client