MCP Servers

**Option 1 (Focus on containers):** Containerized MCP servers. Deploy & scale MCP easily. **Option 2 (Focus on scalability):** Scalable MCP: Containerized servers for easy deployment & management.

This repository provides a curated list of Model Context Protocol (MCP) servers, offering reference implementations for various services like file systems, Git repositories, databases, Slack, Sentry, and more.

This repository provides a server implementing the Model Context Protocol (MCP) with cloud browser automation capabilities using Browserbase, Puppeteer, and Stagehand, enabling LLMs to interact with web pages and external data.

Olares is an open-source sovereign cloud OS that empowers users to own their data and build local AI assistants. It enables self-hosting workspaces, syncing data across devices, and streaming personal media.

FastMCP is a TypeScript framework for building MCP servers that handle client sessions, offering features like authentication, logging, SSE, error handling, and prompt argument auto-completion. It also includes a CLI

MCP server chart: Generates visual charts (25+) using @antvis. Model context visualization.

extendable code review and QA agent 🚢

The MCP Java SDK provides tools for Java applications to interact with AI models using the Model Context Protocol, offering standardized communication and Spring Boot integration for client and server applications.

This repository provides an MCP server, XcodeBuild MCP, that offers Xcode tools for AI assistants, enabling programmatic interaction with Xcode projects through a standardized interface for agent-driven development workflows.

A community driven registry service for Model Context Protocol (MCP) servers.

Markdownify is an MCP server that converts various file types and web content, including PDFs, images, audio, and web pages, into easily readable Markdown format. Markdownify is an MCP server

The Exa MCP server enables AI assistants like Claude to perform web searches using the Exa AI Search API, providing structured results and real-time web crawling in a safe, controlled environment.

Supergateway enables running MCP stdio-based servers over SSE or WebSockets, facilitating remote access and debugging with a single command. It supports various configuration options for seamless integration and control.

The official Rust SDK for the Model Context Protocol

This repository provides an Excel MCP server enabling workbook creation, data manipulation, and advanced Excel features like charts and pivot tables without requiring Microsoft Excel installation. It uses OpenPyXL and MCP SDK.