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MCP Servers

Discover awesome MCP servers.

Databases

OpenSearch MCP Server

rithin-pullela-aws

Databases

Pythia The Oracle

eyloni

An oracle for machines that need to think sideways. Feed it a creative problem; it returns something you can't quite explain but can't stop using. Three free consultations.

Databases

JDBC-MCP - Database Access for AI Assistants

guanghuang

JDBC MCP modified from quarkus-mcp-servers

Databases
D

Dbecho

ginkida

MCP server for multi-database PostgreSQL analytics. Ask your databases questions in natural language - get schema exploration, profiling, trends, anomaly detection, and cross-database comparisons. Read-only, safe, local.

Databases

Open Brewery DB

jimbuck

A free database of breweries, cideries, brewpubs, and bottleshops.

Databases
PM

Postgresql Mcp

prasanna00019

## Overview

Databases

BigQuery MCP server

MCP-Mirror

Mirror of

Databases

Qdrant MCP Server

hadv

A Model Context Protocol (MCP) server implementation for RAG

Databases

Python MSSQL MCP Server

david-ruffin

MCP Server for MSSQL Integration

Databases

MCP 数据库服务器 (TypeScript)

cherl

Databases

Db Mcp

tirthraj07

Custom made MCP Server for Popular databases (Currently Supporting MYSQL)

Databases
@M

@yuuzu/sql Mcp

nakiriyuuzu

## Query Modes

Databases

MongoDB MCP Server

MCP-Mirror

Mirror of

Databases

PostgreSQL

divyanshu-vashu

Databases

MySQL MCP Server

kerongon

Databases

MCP (Model Context Protocol) Server

VajraM-dev

Databases
LO

Liquidation Oracle X402

Br0ski777

x402 micropayment API for AI agents. Monitors DeFi liquidation risks. Pay per call with USDC on Base.

Databases

Isthmus

guillermoBallester

A single binary MCP server that gives Claude, Cursor, and any MCP client safe, read-only access to your PostgreSQL database. Runs locally over stdio or HTTP — your credentials never leave your machine.

Databases

VAST DB MCP Server

elementalcollision

An MCP server for agentic integration with the VAST Database and Catalog.

Databases

NVD Database MCP Server

marcoeg

An MCP server to query the NIST National Vulnerability Database (NVD)

Databases

BigQuery MCP サーバー

sisisin-sandbox

Databases

1. Background

nitishsharma25

An MCP Server for Kusto which is connected to a Chat app with MCP client for answering user queries related to their data in Kusto cluster

Databases

MariaDB / MySQL Database Access MCP Server

hjsad1994

Databases

Simple MCP MySQL Server

alexcc4

A lightweight MCP server for MySQL, built with python

Databases

MCP Server for MySQL based on NodeJS

MCP-Mirror

Mirror of

Databases

mcp-server-duckdb

MCP-Mirror

Mirror of

Databases
MD

MSSQL DBA

dba-i

The server provides context to an LLM, empowering models to complete various Database Administration tasks, such as improving table health, optimizing existing indexes, and identifying missing ones. The server aims to find the best way to provide context so the LLMs can maximize

Databases

DB Query MCP

NewToolAI

db-query-mcp is a mcp tool supporting diverse database querying and exporting.

Databases
MM

Mybatis Mapper2sql

handsomestWei

Automatically extract SQL statements from MyBatis mapper XML files. Support automatic mocking of SQL parameters, and support automatic connection to the database to execute SQL tests and output results.

Databases
MT

Maiat Trust Oracle

JhiNResH

Databases

MCP Server × PostgreSQL on MIMIC‑IV

ambakick

Databases

Lenderwiki US Consumer Lender Database

lenderwiki

MCP server for LenderWiki — search, compare, and analyze 13,000+ US consumer lenders from any AI assistant

Databases

qdrant-mcp-local

hirokita117

ローカル環境でQdrantとMCP-server-qdrantを簡単に立ち上げるためのDocker Compose設定

Databases

WIP: Caution!!! AI code and probably wrong in many ways though it "runs".

angrysky56

TypeScript MCP server for managing workspace databases with filesystem integration

Databases

MCP Pinecone Vector Database Server

zx8086

Databases

PostgreSQL MCP Server

1Levick3

Mcp server for postgres

Databases

MSSQL MCP Server

fkdevsoft

Databases

postgres-mcp-server

RonHouben

MCP Server for postgres

Databases

Usage Examples

sahil1115

Model Context Protocol for cassandra database

Databases

Remote MCP Server on Cloudflare

akramansaritorinit

Databases

ruby-postgres-mcp-server

cbuehrle1

Databases
MS

Mcp Sql Server

ryudg

Just Read only

Databases

redis-mcp-server

kenokim

Databases

mcp-server-postgres

yuru-sha

MCP Server for PostgreSQL databases

Databases

MCP Elasticsearch Server 🔍

sonirico

MCP server connecting AI systems to Elasticsearch clusters

Databases

DOCKER DB MCP SERVER TOOL

xJuliMendez

Databases

Descripción General de las Funciones del Servidor MCP PostgreSQL

CodeNexus-ai

Databases

Milvus

danchev

A Model Context Protocol (MCP) server for agentic retrieval and semantic search over unstructured and structured data using Milvus, a high-performance vector database. This server enables large language model (LLM) applications to efficiently index, store, and retrieve vector emb

Databases

MySQL MCP Server

OTA-EITA

Databases
A

Amnesic

SurajKGoyal

Persistent semantic memory for SQL databases (Postgres, MySQL, MSSQL, SQLite). Annotate once, remember forever.

Databases

MCPg : Production Grade Postgresql Mcp Server

devopam

A safe-by-default PostgreSQL Model Context Protocol server for AI agents.

Databases

MySQL MCP Server

MCP-Mirror

Mirror of

Databases

MCP Snowflake Reader

fnf-deepHeading

A Model Context Protocol (MCP) server that provides secure, read-only access to Snowflake databases. Allows LLMs to safely query tables and describe schemas without write permissions. Built with Python and the official Snowflake SDK.

Databases

MCP Server for MySQL based on NodeJS

MCP-Mirror

Mirror of

Databases

Postman MCP Generator

agentesq

Weaviate MCP Server

Databases

Endor

endorhq

Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds, with direct AI agent integration for instant development and testing environments.

Databases

Datalastic Vessel Tracking & Maritime Intelligence

datalastic

The official Datalastic MCP server gives AI agents direct access to Datalastic’s live and historical maritime data. Find vessels by name, IMO, MMSI, flag, type or specifications; retrieve current positions, vessel parti

Databases
AM

Altinity Mcp

Altinity

**Altinity MCP Server** is a production-ready MCP server designed to empower AI agents and LLMs to interact seamlessly with ClickHouse. It exposes your ClickHouse database as a set of standardized tools and resources that adhere to the MCP protocol, making it easy for agents buil

Databases

KTA-Oracle

Elemzir

Send money anywhere on earth in 0.4 seconds. No bank account. No approval. Just $KTA. Real-time $KTA rates for 55+ global currencies. Global compliance intelligence. Payment route comparison: Keeta vs SWIFT vs Stripe vs Visa. Powered by Keeta Network: 11.2M TPS tested (Google Clo

Databases

RAG MCP Server(RAGDB)

musoukun

MCP対応のRAGシステム。Markdownドキュメントをベクトル化し、自然言語で高速検索。LibSQL、Qdrant、PostgreSQLに対応してます。

Databases

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.