# PostgreSQL

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

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

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

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.

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

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.

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

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

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 database interaction tool server based on the Model Context Protocol (MCP), supporting high-performance asynchronous operations and transaction safety.

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.

A PostgreSQL read-only query server based on the Model Context Protocol (MCP) that allows users to interact with the database through natural language, supporting dynamic database connections and secure read-only operations.

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.

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.

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.

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

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.

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

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

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.

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.

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.

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.

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

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.