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

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

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.

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.

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

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.

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

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.

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

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.

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

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

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.

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.

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

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

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.

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

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

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

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.

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