Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

A unified gateway for routing requests to multiple Model Context Protocol servers.

An MCP server that enforces rules from markdown files for AI agents. This is a zero-tool version that requires an external rules file.

A Rust template for creating MCP CLI servers, with support for JSON-based prompts, resources, and tools.

An interactive sandbox to safely execute Python code and install packages in isolated Docker containers.

Execute Python code and install packages safely within isolated Docker containers.

Performs a Trivy scan to produce a Software Bill of Materials (SBOM) in CycloneDX format.

Performs a Trivy scan to produce a Software Bill of Materials (SBOM) in CycloneDX format.

Execute developer-defined bash scripts in a Dockerized environment for coding agents.

Automate web browsers using Selenium WebDriver via MCP.

Simulate DNA and amino acid sequences using evolutionary models and algorithms.

A .NET server for generating and validating vehicle serial numbers.

A backend service providing tools, resources, and prompts for AI models using the Model Context Protocol (MCP).

A framework for AI-powered command execution and a plugin-based tool system. It can be run as a standalone service or embedded in other projects to expose a consistent API for invoking tools and managing tasks.

Automate data science stages using your own CSV data files.

A cross-platform MCP server implementation for Amazon Q and Claude, providing multiple tools in a single executable.

A sample MCP server that uses Asgardeo for client authentication and connection.

An MCP server with built-in GitHub OAuth support, designed for deployment on Cloudflare Workers.

Provides AI extension capabilities via the Model Context Protocol.

A CLI tool to automate packaging MCP servers as Docker images and deploying them to AWS ECS.

A command-line tool to automate the deployment of MCP servers to AWS ECS.

A TypeScript boilerplate for building MCP servers with streamable HTTP and OAuth proxy support.

A meta-server for dynamically generating MCP server configurations and Python code.

A demonstration on setting up and using MCP servers within Cursor, with Docker examples.

An example MCP server for educational purposes, demonstrating how to build a functional server that integrates with LLM clients.

An executable server for running MCP services, featuring tool chaining, multi-service management, and plugin support.

A TypeScript-based MCP server that acts as a companion to the Drupal MCP module, communicating via STDIO.

Programmatically control iOS simulators via stdio transport. Requires macOS with Xcode and installed iOS simulators.

An MCP server that enables LLMs to interact with iOS simulators through natural language commands.

Install and manage Model Context Protocol (MCP) servers for Claude Desktop.

A template for deploying a remote MCP server on Cloudflare Workers without authentication.