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.
elizabethsiegle
Chat w/ Cloudflare D1 Database Remote MCP Server
cnosuke
Go-based MCP server wrapper for Meilisearch, enabling LLMs like Claude to access powerful search capabilities via Model Context Protocol
gitskyflux
MCP Server to interact with Google Cloud Firestore
aliyun
madhankb
Step by step guide for integrating LLMs with OpenSearch MCP servers
aaaaalexander
An MCP Server for Microsoft SQL Server
wuwen1030
A MySQL implementation of the Model Context Protocol (MCP) server. This server allows AI models to interact with MySQL databases through a standardized interface.
ganganbiz1
patrice-truong
Azure Cosmos DB MCP Client and Server
TerraCo89
MCP server for Microsoft SQL Server - typed schema inspection and parameterized CRUD tools for LLM agents
under-doc
UnderDoc Tutorial - Expense Analytics with MCP Server for SQLite
404-UNKNOW
the-nine-nation
An MCP server that allows the model to safely obtain information from the MySQL database.
turkeryildirim
ranjithr99
ChangJunPark
qdrant + mcp-qdrant-server
AnuragRai017
Database Upadter MCP
shengshengshengbuxi
alexkorep
SFBB
A Model Context Protocol (MCP) server that provides an interface between LLMs and MongoDB databases, optimized for small context windows (3k tokens). Specially for novel.
sajithamma
bintariq
milan9527
mcp server for databases
kazuph
An MCP server that scrapes websites, indexes content into Qdrant, and provides a query tool.
cnosuke
MCP server that acts as a MySQL Client implemented in Go language
BootcampToProd
A Spring Boot AI-powered Model Context Protocol Server for interacting with MongoDB
michael7736
MCP server for interacting with a PostgreSQL products database.
leopeng1995
fersoftware
Servidor de Consultas MySQL baseado em MCP com suporte a SSE e segurança avançada
fanzhenddz
PostgreSQL MCP Server
MCP-Mirror
Mirror of
bilims
HarmoniaEpic
sisisin-sandbox
jamesg31
nakiriyuuzu
## Query Modes
haymon-ai
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
ryudg
Just Read only
rithin-pullela-aws
JaviMaligno
MCP server with 14 tools for PostgreSQL database operations. Query databases, explore schemas, analyze tables, list indexes/constraints, and get performance statistics. Features security-first design with SQL injection prevention and read-only mode by default. Works with Claude D
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
he426100
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
MCP-Mirror
Mirror of
LembaGang
Cryptographically signed market status (OPEN/CLOSED/HALTED/UNKNOWN) for 28 global exchanges with Ed25519-signed receipts. Designed for AI agents and automated trading systems. Fail-closed: UNKNOWN always means CLOSED. 5 MCP tools. x402 micropayments on Base mainnet.
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.
shivas1516
This MCP server implemented with spring AI and Oracle DB is mainly focused in learning and testing purpose
MCP-Mirror
Mirror of
Swayingleaves
DavidRamosSal
MCP server for MariaDB
aaaaalexander
david-ruffin
MCP Server for MSSQL Integration
terno-ai
TernoDBI is a database intelligence layer designed for Security and Accuracy, bridging the gap between AI Agents and Enterprise Data. It acts as a powerful standalone Model Context Protocol (MCP) server, or it can be directly embedded into your existing Django projects. Either wa
WaelDataReply
fanzhenddz
Mysql_mcp_server_ddz
davidwynter
A simple MCP server to access Qdrant
Railpush
AI-native cloud platform with 218 MCP tools. Deploy web services, manage PostgreSQL, MySQL, MongoDB, Redis, Meilisearch, and S3 storage from your AI agent.
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
leopeng1995
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for Elasticsearch (beta)](https://www.cdata.com/download/download.aspx?sku=EEZK-V&type=beta).
slow-groovin
Key-Value storage MCP server based on unjs/unstorage, support drivers: redis, mongodb, filesystem. http
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.