Best Databricks MCP Servers
Databricks is a data analytics platform that provides data lakehouse solutions for businesses, combining data warehouses and data lakes to offer unified analytics for data engineering, machine learning, and business intelligence.
Why this server?
Supports data quality checks on Databricks tables, including ML anomaly detection and auto-generated SQL remediation.
AlicenseBqualityCmaintenanceAgentic data quality MCP server — runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decision.Last updated663Apache 2.0Why this server?
Supports per-user authentication and service orchestration for Databricks via External OAuth within the pAIchart service mesh.
AlicenseBqualityCmaintenanceAI-native service orchestration platform. Discover MCP services by capability, chain multi-service-workflows at runtime, and authenticate per-user via JWKS/External OAuth. A single pAIchart MCP server needs only 10 tools to access hundreds of registered local or network MCP servers solving the context issue individual MCP server tools impose. Enabled by pAIchart's service_call innovation.Last updated2MITWhy this server?
Captures SQL data-model metadata from Databricks via ODBC, exposing table schemas, relationships, and lineage information.
AlicenseAqualityCmaintenanceLocal MCP server for AI Model Manager that captures SQL data-model metadata and exposes it to MCP clients over stdio.Last updated2MITWhy this server?
Provides access to Databricks functionality through tools that allow interacting with clusters (listing, creating, terminating, starting), jobs (listing, running), notebooks (listing, exporting), files (browsing DBFS paths), and executing SQL queries on a Databricks instance.
AlicenseBqualityCmaintenanceA server that implements the Model Completion Protocol (MCP) to allow LLMs to interact with Databricks resources including clusters, jobs, notebooks, and SQL execution through natural language.Last updated1145MITWhy this server?
Enables programmatic management of Databricks data connections within a Hex workspace, including creating, updating, and configuring connection settings and credentials.
AlicenseAqualityCmaintenanceA server that allows AI assistants to access, view, run, and manage Hex projects through a standardized interface.Last updated75AGPL 3.0Why this server?
Provides access to Databricks functionality including cluster management, job management, notebook operations, file system operations (DBFS and Unity Catalog volumes), and SQL execution capabilities.
AlicenseBqualityCmaintenanceA fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Code to interact with Databricks functionality including clusters, jobs, notebooks, and SQL execution through natural language commands.Last updated194MITWhy this server?
Provides Terraform exporter module for Databricks infrastructure as part of the multi-cloud infrastructure code generation capabilities.
AlicenseAqualityBmaintenanceAI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reportsLast updated1928MITWhy this server?
Performs security scanning of Databricks environments to detect misconfigurations and dependency vulnerabilities.
AlicenseBqualityBmaintenanceAI supply chain security scanner for MCP servers and AI agents. 18 tools for CVE scanning, blast radius mapping, CIS benchmarks, SBOM generation, and compliance enforcement across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act.Last updated4120Why this server?
Allows connection to Databricks-hosted MLflow tracking servers using Databricks PAT or service-principal tokens, enabling management of experiments, runs, models, and traces on Databricks.
AlicenseBqualityBmaintenanceMLflow MCP — 82 tools for experiments, runs, registered models, traces, assessments. MLflow 3 GenAI traces support with analyze-failed-traces workflow Prompt.Last updated822,155MIT