# PostgreSQL

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

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.

This is an extended project based on the AWS sample code repository, adding example functionality for PostgreSQL database connection and Wikipedia web search.

A PostgreSQL database access server based on the MCP protocol, supporting secure execution of query, data modification, and table structure operations, including transaction management and connection pool functions.

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

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.

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

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.

Citus MCP is an AI assistant server based on the Model Context Protocol, designed specifically for managing Citus distributed PostgreSQL clusters, providing cluster inspection, monitoring, intelligent suggestions, and secure operation functions.

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.

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.

Read-only query MCP service for PostgreSQL

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

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

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

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

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.

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

MCP service for PostgreSQL database management, providing analysis, configuration, and debugging functions

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

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

Enhanced version of the PostgreSQL MCP Server, providing database read and write access and schema management functions, supporting query, data modification, and table structure operations.

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

This is a PostgreSQL semantic search server based on the Model Context Protocol (MCP) standard. It enables AI assistants to understand the semantic structure of the database and execute natural language queries through vector embedding technology.