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.
paulobrien
bereketDeneke
Miguel07Alm
CDataSoftware
This read-only MCP Server allows you to connect to Amazon Redshift data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at
micksabox
guptaprakhariitr
MCP server for uspto-patents-mcp — see README
Louranicas
Claude-Optimized Deployment Engine (CODE) - AI-powered infrastructure automation platform with Rust-accelerated Circle of Experts system. Features 20x performance boost, 11 MCP servers, 51+ tools, and comprehensive security hardening. 85-90% complete.
Wook133
AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow
wakeupworld
admin-amaravati-io
garrettHensley
fangxy926
shixixiyue
gitCarrot
MCP-Mirror
Mirror of
MCP-Mirror
Mirror of
hrudu-dev
AI-powered cloud development with AWS MCP Servers
jongan69
adanb13
Cirdan maps and watches the live infrastructure your agent session can reach — Docker, Kubernetes, cloud, IaC, and telemetry — then exposes it over MCP. It fingerprints the environment, builds a dependency graph, detects incidents, and can run evidence-backed actions. It inherits
bhatiarajesh
nikoxp
SunwangX
anandkumarpatel
ysys143
Dockerized MCP server environments for seamless agent-tool integration.
Humboldtian
nevikashah
wertpoiu
MCP-Mirror
Mirror of
haladesigns
A Model Context Protocol (MCP) server that provides AI assistants with the ability to interact with Supabase databases through standardized tools.
BBBmau
tlaukkanen
MCP Server for Azure IoT Hub mainly for read-only monitoring purposes. Uses Azure CLI for authentication.
peter-hanzo
scoritz
Superjolt is a Platform-as-a-Service (PaaS) that enables developers to deploy JavaScript applications instantly with a single command: npx superjolt deploy. Through its native Model Context Protocol (MCP) integration, developers can manage their entire deployment infrastructure u
zxw94FE
测试 vercel-mcp-server 是否成功的项目
pooja-bhavani
In this repo I have created an E-Commerce website and deployed i on Kubernetes and tools used in this Amazon Q with Kubernetes-MCP-Server, Docker, Docker-Compose and Jenkins.
vipink1203
AWS Athena MCP Server
vishaal-atomic
guanghuang
Docker Compose setup for multiple MCP servers (Oracle, PostgreSQL, Jira, etc.) with Nginx proxy, enabling AI assistants to access databases and services via SSE interface.
KaiLongWu
emresahna
An MCP (Model Context Protocol) server to create docker containers.
sunnypra
remodlai
katarinasvedman
shikharbsar
npstorey
huqianghui
how to develop mcp server and debugging from local to azure
cmparsons
AlexlaGuardia
A nervous system for AI agents — awareness daemon, frame-based tool filtering, signal protocol, session handoff, and event triggers. 14 modules, 268 tests, zero dependencies. MCP server with stdio and SSE transports.
RichardChen820
bright-spark
shuaking
aiwithbenefits
phantosmax
A comprehensive Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with VMware Cloud Director APIs. This server provides tools for managing virtual infrastructure, storage, networking, templates, and monitoring through natural language interact
ZubeidHendricks
MCP Server for the Azure DevOps API, enabling project management, repository operations, and more.
Ruagewei
rawatadit
jademind
A lightweight Python MCP server that exposes Amazon Product Advertising API 5.0 keyword search and ASIN lookup—returning products with your Associate partner-tagged URLs.
pongpisit
signalcipher
MCPBus
k8s server for MCP
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.