Databricks MCP Server
263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.
Shrike Security
AI agent security scanner — prompt injection detection, SQL injection, PII isolation, threat intel.
/ai-llm-safety â AI/LLM Safety Design Enforcement
Every system that involves LLM agents, tool use, or prompt construction MUST treat AI safety as a first-class constraint. Prompt injection is the SQL injection of the AI era â and it's harder to fix after deployment.
api-security
API security best practices and common vulnerability prevention. Enforces security checks for authentication, input validation, SQL injection, XSS, and OWASP Top 10 vulnerabilities. Use when building or modifying APIs.
Io.Github.GreptimeTeam/Greptimedb Mcp Server
Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE queries.
Mcp Server Motherduck
SQL analytics and data engineering for AI Assistants and IDEs
Mcp Server Spreadsheet
MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.
Io.Github.Rog0x/Database
SQL formatting, schema visualization, migration generation
Simpliq Server
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Mapping
MCP Superset
Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security
query-writing
For writing and executing SQL queries - from simple single-table queries to complex multi-table JOINs and aggregations
Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and more.
Generate SQL validation notebooks for dbt changes. Pass a GitHub PR URL or local dbt repo path.
agent-sql-pro
Expert SQL developer specializing in complex query optimization, database design, and performance tuning across PostgreSQL, MySQL, SQL Server, and Oracle. Masters advanced SQL features, indexing strategies, and data warehousing patterns.
Metabase Ai Assistant
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
alloydb
Auto-activate for AlloyDB in GCP configs or docs. Google AlloyDB expertise: PostgreSQL-compatible managed database on GCP. Produces AlloyDB cluster configurations, connection patterns, and columnar engine setups on GCP. Use when: provisioning AlloyDB clusters, configuring read pools, using columnar engine, Private Service Access networking, or migrating from Cloud SQL. Not for AlloyDB Omni (see alloydb-omni) or vanilla PostgreSQL without AlloyDB features.
coderlm
Primary tool for all code navigation and reading in supported languages (Rust, Python, TypeScript, JavaScript, Go, Java, Scala, SQL). Use instead of Read, Grep, and Glob for finding symbols, reading function implementations, tracing callers, discovering tests, and understanding execution paths. Provides tree-sitter-backed indexing that returns exact source code â full function bodies, call sites with line numbers, test locations â without loading entire files into context. Use for: finding functions by name or pattern, reading specific implementations, answering 'what calls X', 'where does this error come from', 'how does X work', tracing from entrypoint to outcome, and any codebase exploration. Use Read only for config files, markdown, and unsupported languages.
Mimer Mcp
An MCP server with Mimer SQL Database Connectivity
DBHub
Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB
Spark SQL
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
Deepnote Skill
`.deepnote` files are YAML-based, portable, git-friendly project files that can contain multiple notebooks. Each notebook holds an ordered list of blocks (code, SQL, markdown, inputs, visualizations, etc.). Snapshot files (`.snapshot.deepnote`) use the same format but include execution outputs.
Io.Github.ConnorBritain/Mssql
MCP server for Microsoft SQL Server — schema discovery, profiling, safe writes, and DDL
Alibabacloud RDS Instances Manage
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Io.Github.ConnorBritain/Mssql Reader
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, safe querying
oracle-db-skills
117 Oracle Database reference guides covering SQL, PL/SQL, performance tuning, security, ORDS, SQLcl, migrations, and more. Load individual skill files on demand for expert guidance on any Oracle topic.
Orionbelt Semantic Layer
API-first semantic layer MCP server compiling YAML models into dialect-specific SQL
answering-natural-language-questions-with-dbt
Writes and executes SQL queries against the data warehouse using dbt's Semantic Layer or ad-hoc SQL to answer business questions. Use when a user asks about analytics, metrics, KPIs, or data (e.g., "What were total sales last quarter?", "Show me top customers by revenue"). NOT for validating, testing, or building dbt models during development.
oak
Find out what happened, what was decided, and what depends on what in your codebase. Use this skill whenever you need to: recall past decisions or discussions ("what did we decide about X?"), check what might break before refactoring ("what depends on this module?"), find conceptually similar code that grep would miss ("all the retry/backoff logic"), look up past bugs, gotchas, or learnings, query session history or agent run costs, store observations about the codebase, or understand how components connect end-to-end. Powered by semantic search, memory lookup, and direct SQL against the Oak CI database (.oak/ci/activities.db). Also use when the user mentions oak_search, oak_context, oak_remember, oak_resolve_memory, or asks to run queries against activities.db or oak.
Mcp Server
Kotlin compile-time SQL library. Docs, code validation, and SQLite execution tools.
alicloud-database-dms-enterprise
Manage Alibaba Cloud Data Management Service (DMS Enterprise) via OpenAPI. Use for database instance management, SQL audit, data security, task orchestration, sensitive data protection, permission management, and database operation workflows.
autorag-query
Query AutoRAG-Research pipeline results using natural language. Converts questions to SQL, executes safely (SELECT-only), returns formatted results. Auto-detects DB connection from configs/db.yaml or env vars. Use for pipeline comparison, metrics analysis, token usage.
srtd-cli
This skill should be used when the user mentions "srtd", "sql templates", "migrations-templates", "live reload sql", "supabase functions", when working with files in supabase/migrations-templates/, when .buildlog.json or srtd.config.json is detected, or when writing Postgres functions/views/triggers for Supabase.
SQL Server MCP (Windows)
SQL Server MCP with RAG capabilities for Windows (native ODBC support)
Dataset Insight Report
Profiles a CSV dataset, generates analytical SQL queries, and produces chart specifications for key findings.
skill-security-auditor
Security auditing for code, configs, and infrastructure. Use when the user wants to audit or improve security: scan for vulnerabilities (SQL injection, XSS, command injection, path traversal), detect hardcoded secrets and credentials, review auth and authorization, check dependencies for known CVEs, audit config files for insecure defaults, or generate security reports. Trigger on "security audit", "vulnerability scan", "code review for security", "find secrets", "check for vulnerabilities", "OWASP", "CVE", or questions about code security.
Io.Github.ConnorBritain/Mssql Writer
MCP server for Microsoft SQL Server — read and data write operations, no DDL
write-sql-queries
Guide for writing SELECT, INSERT, UPDATE, DELETE queries with workers-qb
Fastmcp Sqltools
A MCP server provides SQL database access with support for PostgreSQL, MySQL, and SQLite.
attribute-creation
Guides you step-by-step through defining a calculated attribute (dimension) on a Honeydew entity. Covers SQL expression building and pushes to Honeydew via the MCP tools.
naiquevin-tapestry
Use this skill when the user wants to write a Jinja SQL query template for Tapestry, add a query_template or queries entry to tapestry.toml, create a pgTAP test template, or understand how cond__ variables and the placeholder() function work.
Codebase Intelligence
Search, analyze, and query your codebase using semantic vector search, impact analysis, and direct SQL queries against the Oak CI database.
Mcp
Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...