classifinder-mcpofficial
A
licenseA
qualityB
maintenanceEnables AI agents to scan text for leaked secrets and prompt injection markers, and redact them before reaching an LLM.
2
1
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?
Detects and redacts Databricks personal access tokens in text.
Why this server?
Enables natural language querying and analysis of Databricks SQL warehouses, returning markdown reports with tables and charts.
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.64Apache 2.0Why 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?
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?
Provides Databricks-specific architecture and platform guidance, including recommending Databricks as a data platform, assessing cloud fit, and surfacing alternative platforms with rationale based on workload, constraints, and latency.
AlicenseAqualityBmaintenanceProvides enterprise architecture knowledge tools that ground agents in curated patterns, enabling translation of messy enterprise asks into realistic architecture recommendations, platform selection, risk checks, and brand context retrieval.45MITWhy this server?
Performs security scanning of Databricks environments to detect misconfigurations and dependency vulnerabilities.
Why this server?
Provides LOINC search capabilities (lab tests, vitals, measurements, panels, surveys) and can be deployed as a Databricks app with secure credential management via Databricks secrets and inference via AI Gateway.
AlicenseAqualityBmaintenanceEnables LLMs to search LOINC terms with free-text, relevance-ranked, and faceted queries via the LOINC Search API, mirroring the loinc.org/search experience.5MITWhy this server?
Allows querying Databricks via Unity Catalog or Hive metastore.
AlicenseAqualityAmaintenanceQuery 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
