Model Context Protocol
MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
4,509 servers
Acid-base/FastMCP-Proper
This repository provides a modern Python project template with a functional FastAPI REST API, designed for efficient development with uv, ruff, mypy, pytest, and Git hooks powered by pre-commit. It demonstrates best practices for building production-ready Python applications with robust testing, containerization, and CI/CD integration.
ai-mcpx/mcp-hello
A simple Hello World MCP (Model Context Protocol) server built with the FastMCP framework in Python using HTTP transport.
avivshafir/atdata-email-verification-mcp-server
A Model Context Protocol (MCP) server that provides email verification services using AtData's SafeToSend API. This server allows you to verify email addresses to filter out invalid and high-risk ones, resulting in higher open rates, clicks, and conversions.
ryaker/CommandExecution
The Command Execution MCP (Model Context Protocol) Server is a secure, controlled tool that allows Claude to execute shell commands directly on your local system. This server provides a safe and flexible way to interact with your computer's command line through Claude's interface.
BarDweller/ozzynet-mcp-server
This is a prototype where an MCP server offers tools, but limits their access based on internal state, requiring the user to authenticate via an external url.
jensenloke/mcp-sqlserver-pro
A Model Context Protocol (MCP) server that provides comprehensive access to Microsoft SQL Server databases. This enhanced server enables Language Models to inspect database schemas, execute queries, manage database objects, and perform advanced database operations through a standardized interface.
w2xi/v-rapper-mcp
A Model Context Protocol (MCP) server that provides access to Evan You's legendary v-rapper video from VueConf 2025!
WynnD/mcp-server-shortcut
This project implements an MCP server that allows Claude and other MCP-compatible AI assistants to interact with Shortcut.com's ticket management system. With this integration, AI assistants can.
qamary666/jira-aio-mcp-server
An MCP server for interacting with the Jira AIO test case management system, providing features such as test case queries and project structure retrieval.
jatinnahar15/mcp-python-test
A Python Flask-based GitHub repository management server that receives commands via API to create GitHub repositories.
gigapi/gigapi-mcp
GigAPI MCP Server is an MCP-compatible service designed for the GigAPI time-series data lake, offering seamless integration with Claude Desktop and other MCP clients, and supporting SQL queries, data writes and database management.
mirodn/mcp-server-public-transport
mcp-server-public-transport is a Model Context Protocol (MCP)-compatible local server that provides access to public transport data across Europe. Currently, it integrates APIs from UK, Switzerland, Norway, Belgium, Berlin/Brandenburg and Portugal (Lisbon + Porto), allowing you to retrieve train connections, live departures, and bus locations.
JavaProgrammerLB/mcp_hello_world
Hello World MCP server example project written in Java
khanhlenhut/mcp-server-test
This repository contains a Nextcent landing page website template with the following files.
dayongd1/mcp-s3
S3 file operations for AI workflows - Upload, download, and manage files in Amazon S3 through Model Context Protocol (MCP).
perrypixel/simple-postgres-mcp
A minimal Model Context Protocol (MCP) server for executing SQL queries on PostgreSQL databases with configurable permissions.
fellowtraveler/rs_filesystem
rs_filesystem is a simple set of filesystem tools that can be used in Claude desktop or any other MCP client.
chrishayuk/chuk-mcp-echo-server
The MCP Echo Server is a lightweight Python-based microservice designed to provide simple echo functionality. It receives messages and returns them back to the client, serving as a basic diagnostic and testing tool within the MCP framework.
drdroidlab/signoz-mcp-server
Signoz MCP Server is a server tool for interacting with the Signoz monitoring platform, providing various functions such as testing connections, retrieving dashboard data, and querying APM metrics, with support for local development and containerized deployment.
autobrowser-ai/mcp
Browser MCP is an MCP server + Chrome extension that allows you to automate your browser using AI applications like VS Code, Claude, Cursor, and Windsurf.
hzzy2o/flux-cloudfare-mcp
A powerful Model Context Protocol (MCP) server that provides AI assistants with the ability to generate images using Black Forest Labs' Flux model via a Cloudflare Worker API.
arevak/promptmcp
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JeremySpradlin/CodeForge
MCP server for connecting Claude app to terminal/system for generating code projects.
tao12345666333/civo-mcp
An MCP server implementation that integrates with the Civo cloud platform API, providing capabilities to manage cloud instances, networks, and Kubernetes clusters.
