PostgreSQL MCP Servers

Pgvector

18,651

Integrates vector similarity search and storage directly into PostgreSQL.

Asyncpg

7,817

Provides a high-performance database client library for Python's asyncio framework to interact with PostgreSQL.

VectorChord

1,379

Provides scalable, fast, and disk-friendly vector search capabilities directly within PostgreSQL.

Pg-Mcp

528

Exposes PostgreSQL databases to AI agents via the Model Context Protocol, offering rich schema discovery and query capabilities.

Postgres AI Agent

510

Enables AI assistants to safely query any PostgreSQL database using natural language, returning structured SQL results.

PostgreSQL

146

Provides PostgreSQL database management capabilities, assisting with analysis, debugging, schema management, data migration, and monitoring.

Postgres

140

Connects Large Language Models to PostgreSQL databases, enabling controlled querying and analysis.

PostgreSQL Operations

126

Provides professional, read-only operations and monitoring for PostgreSQL databases, offering performance insights, structure visibility, and configuration details.

Pg Aiguide

112

Empowers AI coding tools to generate robust, performant, and modern PostgreSQL code by providing deep, versioned expertise.

Postgres

31

Enables AI agents to interact with PostgreSQL databases through a standardized Model Context Protocol (MCP).

Ai Agents Postgres

25

Extends a PostgreSQL MCP server with functionalities to create, read, update, and delete database tables and entries, facilitating LLM interaction with databases.

Pg

24

Enables AI agents to discover, connect to, query, and understand PostgreSQL databases using the Model Context Protocol.

Postgres

22

Provides HTTP and Stdio transports for interacting with PostgreSQL databases through the Model Context Protocol.

PostgreSQL Full Access

20

Empower Large Language Models with full read-write access to PostgreSQL databases, enabling both querying and modification of content with robust safety controls.

PostgreSQL

17

Provides PostgreSQL database management capabilities, assisting with analysis, guidance, and debugging.

Postgres

15

Enables AI agents to interact with PostgreSQL databases through a standardized Model Context Protocol (MCP) interface.

Pgsql

11

Enables AI assistants to interact with a PostgreSQL database through the Model Context Protocol.

Easy Postgres

Facilitates executing SQL queries on PostgreSQL databases with configurable read-only or write access, providing structured results for MCP-compatible tools.

Enhanced Postgres

Enables LLMs to read, write, and manage schemas in PostgreSQL databases.

Simple Postgres

Enables execution of SQL queries on PostgreSQL databases via an MCP-compatible client with configurable read-only or write access.