Database Management MCP Servers

Laravel Safe Migration

Provides a crucial safety layer for Laravel database migrations, preventing data loss when AI agents execute destructive database commands by requiring explicit user confirmation.

BigQuery

Validates BigQuery SQL syntax and performs dry-run analysis to estimate costs and retrieve metadata.

Universal DB Client

Execute and manage SQL queries on various database types through the Model Context Protocol.

Nodal

Provides a local, Rust-based vector database specifically designed for source code, including an integrated MCP server for intelligent code search and analysis.

Store

Provides persistent key-value storage capabilities for AI agents to manage and retain information.

Codebase

Indexes code repositories into PostgreSQL with pgvector for production-grade semantic code search tailored for AI coding assistants.

IoT

Collects and stores weather and distance gate data from microcontroller sensor devices, returning the latest information in a standardized Model Context Protocol (MCP) format.

Couchbase Sync Gateway

Enables large language models to interact with Couchbase Sync Gateway for data management.

AI-Powered SQL Assistant

Enables natural language querying of Oracle Autonomous Databases by generating SQL and performing vector searches.

Spring Boot Projects

Showcases various Spring Boot patterns and architectures for building scalable and efficient backend systems.

Pinecone

Manages and queries a Pinecone vector database for similarity search, semantic search, and RAG applications.

Airtable

Programmatically manage Airtable bases, tables, records, and views, enabling comprehensive CRUD operations and advanced searching with formulas.

AnyDbApp

Enables AI-powered database operations, file management, and web content scraping via natural language, featuring dynamic schema evolution, semantic search, and Retrieval Augmented Generation (RAG) capabilities with Ollama integration.

MariaDB Agent

Connects AI assistants to MariaDB databases, enabling execution of SQL queries and semantic search over vector data.

Multi-Tenant PostgreSQL

Provides a read-only Model Context Protocol (MCP) server for PostgreSQL databases, offering advanced multi-tenant support, schema introspection, and flexible query capabilities.

Snowflake

Enables LLM agents to securely connect to and query Snowflake databases, acting as a bridge for seamless SQL execution.

Fabric AI Agent

Provides an AI-driven, MCP-compliant interface for natural language querying and analysis of Microsoft Fabric Data Warehouses.

Grist

Integrates with Grist to provide 11 specialized tools for managing documents, records, SQL queries, and pages within an MCP environment.

RAG

Delivers a highly engineered retrieval-augmented generation system supporting diverse knowledge base search modalities.

MySQL

Facilitates safe and controlled MySQL database operations for AI assistants and other MCP-compatible clients.