A
licenseB
qualityD
maintenanceCelp-MCP enables natural-language analytics over SQL, MongoDB, and Databricks warehouses through MCP-compatible clients, converting questions into multi-step database plans and returning markdown reports.
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25
MIT
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?
Enables natural language querying and analysis of Databricks SQL warehouses, returning markdown reports with tables and charts.
Why this server?
Detects and redacts Databricks personal access tokens in text.
classifinder-mcpofficial
AlicenseAqualityBmaintenanceEnables AI agents to scan text for leaked secrets and prompt injection markers, and redact them before reaching an LLM.21MITWhy this server?
Supports data quality checks on Databricks tables, including ML anomaly detection and auto-generated SQL remediation.
AlicenseBqualityDmaintenanceAgentic 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.64Apache 2.0Why this server?
Provides detection and redaction of sensitive data in Databricks notebooks and data before it reaches an AI agent.
Strac MCP DLPofficial
AlicenseAqualityAmaintenanceDetect and redact PII, PHI, PCI and secrets — SSNs, credit cards, passports, API keys and cloud credentials — in text and in local files, using the Strac DLP API. Five tools: redact_text, detect_sensitive_data, detect_file, redact_file and detokenize.57MITWhy this server?
Manages tag-based data masking, access governance, and classification for Databricks databases through the ALTR platform.
ALTR MCP Serverofficial
AlicenseBqualityAmaintenanceEnables AI assistants to manage data security on the ALTR platform for Snowflake, Databricks, and OLTP databases, offering 99 tools across 10 domains including tag masking, policies, classification, and access governance.100GPL 3.0Why 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.
AlicenseBqualityAmaintenanceMLflow MCP — 82 tools for experiments, runs, registered models, traces, assessments. MLflow 3 GenAI traces support with analyze-failed-traces workflow Prompt.82921MITWhy this server?
Enables programmatic management of Databricks data connections within a Hex workspace, including creating, updating, and configuring connection settings and credentials.
AlicenseAqualityFmaintenanceA server that allows AI assistants to access, view, run, and manage Hex projects through a standardized interface.75AGPL 3.0Why this server?
Read-only SQL analytics for Databricks SQL Warehouses, supporting table exploration, querying, and profiling with built-in safety guardrails.
AlicenseAqualityBmaintenanceSafe, read-only SQL analytics for AI agents over MCP, enabling exploration, profiling, and querying of data without mutation risk.5MITWhy this server?
Allows querying Databricks via Unity Catalog or Hive metastore.
AlicenseAqualityCmaintenanceQuery SQL databases (SQLite, PostgreSQL, BigQuery, Databricks) in natural language through a business semantic layer — glossary, metrics, and a data dictionary grounded against your real schema. Read-only by default, with an embedded SQLite + sqlite-vec metadata store and no external infra required.252MIT
