# PostgreSQL

Postgres MCP Pro is an open - source MCP server that provides comprehensive support for AI agents in database index tuning, execution plan analysis, health checks, and secure SQL execution.

A TypeScript-based SQL MCP server that supports secure access to PostgreSQL databases through an SSH tunnel

The Neon MCP Server is a server based on the Model Context Protocol (MCP) standard, used to connect large language models (such as Claude) with Neon database services and supports operating database projects, branches, table structures, and migrations through natural language.

Azure Database for PostgreSQL MCP Server is a server based on the Model Context Protocol (MCP) standard that allows AI models to interact with Azure PostgreSQL databases and provides standardized data access capabilities.

This project implements the MCP protocol and provides a PostgreSQL database as a backend service for model context storage for Cursor, supporting database query and structure exploration functions.

A PostgreSQL database service based on the MCP protocol, providing database connection, query execution, schema management, and security functions, and supporting interaction with external applications through the SSE endpoint.

PG-MCP is a model context protocol server designed for PostgreSQL databases. It provides APIs for AI agents to connect to, query, and understand databases, and supports multiple database connections, rich metadata extraction, and query analysis functions.

A PostgreSQL database MCP service based on the FastMCP library, providing CRUD operations, schema inspection, and custom SQL query functions for specified tables.

A PostgreSQL remote MCP service deployed via Cloudflare Workers, supporting connection and use from the Cloudflare AI Playground or local clients.

An MCP server for efficiently loading CSV files into a PostgreSQL database, providing validation, progress tracking, and error reporting functions.

A PostgreSQL query server implementing the MCP protocol, providing read-only database query services for clients such as Claude Desktop, including functions such as SQL validation and timeout protection.

The PostgreSQL MCP Server is a database interaction interface that provides a standardized API, supporting SQL query execution, transaction operations, and database management functions.

This is a PostgreSQL model context protocol server project that allows LLM to interact with local databases. It is currently in the experimental stage and should be used with caution.

The MCP PostgreSQL Server is a standardized interface service that allows AI models to interact with PostgreSQL databases through tool calls, supporting functions such as connection management, query execution, and table structure viewing.

The MCP Memory Server provides long-term memory functions for AI assistants and implements efficient vector similarity search based on PostgreSQL and pgvector.

A tool for extracting database schemas from PostgreSQL migration files. It discovers schema structures by running migrations on a temporary database and supports multiple schema extraction methods.

An MCP service implementation for PostgreSQL, providing an HTTP interface for read-only queries and database resource browsing

A simple PostgreSQL MCP server for executing SQL queries and supporting configurable read and write permissions.

An MCP server that provides read-only access to the PostgreSQL database, supporting query execution and schema inspection

This project shows a low - level example demonstrating how to interact with the MCP server through a Docker image and connect to a PostgreSQL database for the LangGraph agent. MCP is an open protocol that standardizes how applications provide context to LLMs.

An MCP server that provides read-only SQL query access to AWS PostgreSQL databases

PG-MCP is a model context protocol server designed for PostgreSQL databases, providing APIs for AI agents to discover, connect, query, and understand databases. It supports multi - database connection, rich catalog information, and query explanation functions.

The PostgreSQL MCP Server is a service designed for Cursor IDE, providing the ability to directly execute PostgreSQL database queries, supporting parameterized queries and configurable timeouts.

A PostgreSQL performance tuning server based on the MCP protocol, providing AI-driven query analysis, index optimization, database health checks, and performance monitoring functions, supporting HypoPG virtual index testing and multiple deployment modes.

The Neon MCP Server is a server based on the Model Context Protocol (MCP) standard, used to manage the context interaction between large - language models (LLMs) and the Neon database. It supports performing database operations through natural language instructions, such as creating projects, managing branches, running SQL queries, and migrations.

The Ginkgoo Core MCP Service is a microservice project based on Java and Spring Boot, providing MCP management functions, supporting OAuth2 authentication and PostgreSQL databases.

A high-performance PostgreSQL MCP server based on Bun and TypeScript, providing multi-database interaction capabilities for AI agents.

This project implements an MCP protocol server based on PostgreSQL, providing model context storage for Cursor and supporting database queries and structure exploration.

A powerful database analysis tool that provides an MCP server interface for introspection and analysis of PostgreSQL databases, supporting safe query execution and schema analysis.

AGE-MCP-Server is a middleware service that connects the Apache AGE graph database with the Claude AI client, supporting querying and operating graph data in PostgreSQL through natural language.