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MCP Servers

Discover awesome MCP servers.

Databases

MCP PostgreSQL Demo

Tibiritabara

Postgres MCP server

7Databases

go-mcp-postgres

guoling2008

Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with postgresql and automation with sse / stdio mode and i18n support

6Databases

Prisma MCP Zed Extension

aqrln

Zed extension for Prisma MCP server

6Databases

LibSQL Model Context Protocol Server

nicholasq

Model Context Protocol server for libsql

6Databases

Oauth2 Authorization Server

musabbozkurt

OAuth2 Authorization Server with MariaDB, Docker OpenTelemetry LGTM, and Redis Integrations with Spring Boot 4, Java 25 and Docker. Integration Tests with Testcontainers and unit Tests with Junit 5, and Mockito

6Databases

mcp-turso

nbbaier

MCP server for interacting with Turso-hosted LibSQL databases

6Databases

MsSqlMCP

jdlemes

MCP to query SQL Server database schema, such as tables, columns, and relationships

6Databases

Snowflake MCP Service

davidamom

MCP server implementation for Snowflake integration

5Databases

MySQL MCP Server

kaulvimal

MCP Server for MySQL

4Databases

mcp-server-opensearch: An OpenSearch MCP Server

ibrooksSDX

4Databases

WisdomForge

hadv

A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval.

4Databases

PostgreSQL

vinsidious

MCP server for getting schema information from a PostgreSQL database

4Databases

Better Qdrant MCP Server

wrediam

4Databases

MCP MySQL 本地数据库服务

TristanLib

4Databases

Database Tools for Claude AI

elber-code

MCP tool that allows you to interact with MySQL databases

4Databases

MySQL MCP Server

vitalyDV

MySQL MCP server for cursor

4Databases

通用数据库 MCP 服务器

xiaoshi7915

一个通用数据库 MCP服务器,支持连接到各种关系型数据库系统并提供数据库结构信息和执行只读 SQL 查询

4Databases

PostgreSQL Full Access MCP Server

kamusis

A fully featured PostgreSQL server adapter for the Model Context Protocol (MCP), providing robust read/write access and enhanced schema metadata for LLM and AI-powered applications. Supports full SQL DML/DDL operations.

3Databases

MySQL MCP Server

youngsu5582

3Databases

SQL Server Agent - Modal Context Protocol

aman-panjwani

A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural language and get structured SQL responses.

3Databases

Mcp Server Sqlite

ofershap

MCP server for SQLite — query databases, inspect schemas, explain queries

3Databases

SQL Server Agent - Modal Context Protocol

Amanp17

A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural language and get structured SQL responses.

3Databases

Mongo Mcp

441126098

A project to be pushed from local to GitHub using MCP service.

3Databases

MySQL-MCP-Server

Wang4XD

An MCP server that can connect to MySQL databases, which exposes the table structure as a resource, provides SQL query tools, and includes tips for common data analysis tasks.

3Databases

Elasticsearch MCP Server

sajitsasi

Elasticsearch MCP Server in Python

3Databases

Mcp Server For Oracle Cloud Infrastructure (oci)

jopsis

3Databases

SQL-Assistant

crazyfrankie

A SQL automation do questions MCP Server

3Databases

OceanBase MCP Server

yuanoOo

A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases. This server allows AI assistants to list tables, read data, and execute SQL queries through a controlled interface, making database exploration and analysis safer and more structured.

3Databases

MongoDB MCP Server

PrashantSedhain

MCP Server for MongoDB

3Databases

mcp-mysql-server

tonycai

MySQL Database Integration using Python script with configurable access controls and schema inspection, using stdio mode to suitable local deployment.

3Databases

mcp-sql

algonacci

MCP server to give client the ability to access SQL databases (MySQL and PostgreSQL supported)

3Databases

PostgreSQL Multi-Schema MCP Server

HarjjotSinghh

A Model Context Protocol server that provides read-only access to PostgreSQL databases with enhanced multi-schema support.

3Databases

MongoDB MCP Server

thinking-bzf

A Model Context Protocol (MCP) server that enables LLMs to connect MongoDB using mcp-go.

2Databases

PostgreSQL Analyzer MCP

rameshv29

PostgreSQL performance analysis and optimization MCP server

2Databases

Overview

wasaga

database mcp http server

2Databases

PostgreSQL MCP Server

aadarshjain

MCP Server (STDIO) for PostgreSQL Database

2Databases

DynamoDB Read-Only MCP

jjikky

AWS DynamoDB Read-Only MCP Server

2Databases

mongo-mcp-server

Matteturtle09

MCP server for mongoDB

2Databases

MCP Database Server

delei

A MCP (model context protocol) server that gives the LLM access to and knowledge about databases

2Databases

mcp-server-weaviate

sndani

2Databases

mcp-server-Sql

cherry-SC

这是一个基于Spring Boot的SQL服务应用,用于执行SQL查询并将结果写入文件。该服务作为Spring AI MCP(Model, Chat, Prompt)框架的一部分,提供了SQL查询和更新操作的功能。

2Databases

Urdb : Product Integrity Database

GetMystAdmin

2Databases

PostgreSQL MCP Server (Model Context Protocol)

VivekMalipatel

FastMCP Based MCP Server to Control Postgres

2Databases

Mysql Mcp Server For Java

6000fish

Java 生态的 MCP 基础设施,包含 SDK + 常用 Server 实现

2Databases

Redis MCP Server

yyue9527

A Redis Management and Control Protocol (MCP) server implementation using Spring Boot and Spring AI

2Databases

基于MCP与QWEN大模型的自然语言MySQL数据库查询系统

floatDreamWithSong

2Databases

PostgreSQL MCP Server

habuvo

MCP server to interact with and inspect PostgreSQL DB

2Databases

BigQuery Analysis MCP Server

gotalab

2Databases

MCP Server with Qdrant

ChangJunPark

qdrant + mcp-qdrant-server

1Databases

Building a Remote MCP Server on Cloudflare (Without Auth)

elizabethsiegle

Chat w/ Cloudflare D1 Database Remote MCP Server

1Databases

PostgreSQL Products MCP Server

michael7736

MCP server for interacting with a PostgreSQL products database.

1Databases

mcp-qdrant-docs MCP Server

kazuph

An MCP server that scrapes websites, indexes content into Qdrant, and provides a query tool.

1Databases

Qdrant MCP Server

Jimmy974

1Databases

MySQL Readonly MCP Server

the-nine-nation

An MCP server that allows the model to safely obtain information from the MySQL database.

1Databases

OpenSearch MCP <> LLM Integration Guide

madhankb

Step by step guide for integrating LLMs with OpenSearch MCP servers

1Databases

Meilisearch MCP Server (Go)

cnosuke

Go-based MCP server wrapper for Meilisearch, enabling LLMs like Claude to access powerful search capabilities via Model Context Protocol

1Databases

MySQL MCP Server

sajithamma

1Databases

Database MCP Servers Setup Guide

milan9527

mcp server for databases

1Databases

database-updater MCP Server

AnuragRai017

Database Upadter MCP

1Databases

ClickHouse Cloud MCP Server

alexkorep

1Databases

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.