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.
Discover awesome MCP servers.
Tibiritabara
Postgres MCP server
guoling2008
Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with postgresql and automation with sse / stdio mode and i18n support
aqrln
Zed extension for Prisma MCP server
nicholasq
Model Context Protocol server for libsql
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
nbbaier
MCP server for interacting with Turso-hosted LibSQL databases
jdlemes
MCP to query SQL Server database schema, such as tables, columns, and relationships
davidamom
MCP server implementation for Snowflake integration
kaulvimal
MCP Server for MySQL
ibrooksSDX
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.
vinsidious
MCP server for getting schema information from a PostgreSQL database
wrediam
TristanLib
elber-code
MCP tool that allows you to interact with MySQL databases
vitalyDV
MySQL MCP server for cursor
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
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.
youngsu5582
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.
ofershap
MCP server for SQLite — query databases, inspect schemas, explain queries
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.
441126098
A project to be pushed from local to GitHub using MCP service.
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.
sajitsasi
Elasticsearch MCP Server in Python
jopsis
crazyfrankie
A SQL automation do questions 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.
PrashantSedhain
MCP Server for MongoDB
tonycai
MySQL Database Integration using Python script with configurable access controls and schema inspection, using stdio mode to suitable local deployment.
algonacci
MCP server to give client the ability to access SQL databases (MySQL and PostgreSQL supported)
HarjjotSinghh
A Model Context Protocol server that provides read-only access to PostgreSQL databases with enhanced multi-schema support.
thinking-bzf
A Model Context Protocol (MCP) server that enables LLMs to connect MongoDB using mcp-go.
rameshv29
PostgreSQL performance analysis and optimization MCP server
wasaga
database mcp http server
aadarshjain
MCP Server (STDIO) for PostgreSQL Database
jjikky
AWS DynamoDB Read-Only MCP Server
Matteturtle09
MCP server for mongoDB
delei
A MCP (model context protocol) server that gives the LLM access to and knowledge about databases
sndani
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。
GetMystAdmin
VivekMalipatel
FastMCP Based MCP Server to Control Postgres
6000fish
Java 生态的 MCP 基础设施,包含 SDK + 常用 Server 实现
yyue9527
A Redis Management and Control Protocol (MCP) server implementation using Spring Boot and Spring AI
floatDreamWithSong
habuvo
MCP server to interact with and inspect PostgreSQL DB
gotalab
ChangJunPark
qdrant + mcp-qdrant-server
elizabethsiegle
Chat w/ Cloudflare D1 Database Remote MCP Server
michael7736
MCP server for interacting with a PostgreSQL products database.
kazuph
An MCP server that scrapes websites, indexes content into Qdrant, and provides a query tool.
Jimmy974
the-nine-nation
An MCP server that allows the model to safely obtain information from the MySQL database.
madhankb
Step by step guide for integrating LLMs with OpenSearch MCP servers
cnosuke
Go-based MCP server wrapper for Meilisearch, enabling LLMs like Claude to access powerful search capabilities via Model Context Protocol
sajithamma
milan9527
mcp server for databases
AnuragRai017
Database Upadter MCP
alexkorep
Common questions about MCP servers, tools, and integrations
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.
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.
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.
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.
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.
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.