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.
basehub-ai
oshvartz
mcp server for ADO pull requests
madisonbullard
An SST monorepo that deploys MCP streaming HTTP servers via Hono on a Lambda. Currently this doesn't include auth.
Novaes
Azure DevOps MCP C# server and client code
pipethedev
aquavis12
A Model Context Protocol (MCP) server that enables natural language interactions with AWS storage services through Amazon Q CLI.
idofrizler
hahahahahaiyiwen
A C# implementation of dynamic configured MCP client manager that connects to multiple MCP servers
bnusunny
MCP-Mirror
Mirror of
HawkEyeTheRapper
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.
daaru00
MCP Server implementation with AWS Serverless services.
drdeeks
zjf2671
guptaprakhariitr
MCP server for indic-normalize-mcp — see README
irvinebroque
irvinebroque
cyhw
KenNguyen-34
anishone
jikang-jeong
sample code using gen-ai(bedrock) with mcp-server
wertpoiu
growtha
bhatiarajesh
oijusti
garrettHensley
shannon-morahan
akshaykokane
This is MCP server for Azure Help APIs for Guided Troubleshooter
guptaprakhariitr
MCP server for multi-carrier-tracking-mcp — see README
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.
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.
SzczepanBEN
Steak8859
tlaukkanen
MCP Server for Azure IoT Hub mainly for read-only monitoring purposes. Uses Azure CLI for authentication.
Cappahccino
Supabase Model Context Protocol (MCP) server for CRUD operations and Edge Functions
RomanTCC
rosedael
wuhuangjia
Azure DevOps MCP Server for managing work items via natural language.
flavioaraujosilva
Servidor MCP do Supabase com funcionalidades de consulta e inserção de dados
dgallitelli
A simple implementation of MCP Client/Server architecture with HTTP SSE transport layer, dockerized.
yukikazechan
HenkDz
drillan
ysys143
Dockerized MCP server environments for seamless agent-tool integration.
wjquigsAZ
MCP server to gather AWS cost information for VBR repositores
leo-guinan
service-hero
apifyforge
Critical infrastructure cascade analysis for AI agents — this MCP server maps cross-sector interdependencies across energy, telecom, water, cyber, transport, and financial networks and simulates how failures propagate through them.
spontaneous-order
GavinLucas
More than just a fully featured MCP server that lets AI agents manage Docker — containers, images, networks, volumes, swarm services, secrets, configs, nodes, plugins, etc., it helps you create workflows to easily manage your Docker environments.
hemanth
rose201107059
carmelosammarco
A simple example in how to dockerise a python mcp server
MCP-Mirror
Mirror of
Rahulsree1
netanelgilad
kamilzafar
langhai8045
aiwithbenefits
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.