# PostgreSQL

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.

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

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

A PostgreSQL database interaction tool based on the Go language, providing CRUD operations and read-only mode, supporting multi-language and query plan check.

MCP server project based on Ruby and PostgreSQL

A read-only PostgreSQL query server implementing the MCP protocol, providing secure database query services for clients such as Claude Desktop.

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

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

AGE-MCP-Server is a tool that provides MCP services for the Apache AGE graph database, supporting integration with Claude and VS Code to query and operate on graph data.

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

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.

Rapidapp MCP Server is a Node.js service that implements the Model Context Protocol (MCP) for operating Rapidapp's PostgreSQL database through natural language.

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 general - purpose PostgreSQL MCP server that supports PostGIS and PgVector extensions, optimizes LLM context management by pre - loading database table structure information, and provides a secure data access isolation mechanism.

A document indexing system based on PostgreSQL and pgvector, supporting AI - driven semantic search, including functions for crawling, processing, and querying documents.

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.

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

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

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.

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

This is a simple PostgreSQL MCP server template project designed to help developers quickly build their own MCP servers. The project provides tools, resources, and prompt templates for interacting with the PostgreSQL database, supporting querying database content through natural language.

The PostgreSQL MCP Server is a service based on the Model Context Protocol, providing tools for interacting with the PostgreSQL database, including executing SQL queries, creating tables, listing database tables, etc. It supports AI assistants to operate databases through the MCP protocol.

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.

Read-only query MCP service for PostgreSQL

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.

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.

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.

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.