# Containerization

MCP service deployment project based on Kubernetes

An implementation of the MCP protocol by Selector AI, providing real-time interactive AI services

An MCP server based on the R language, providing ggplot2 data visualization and R script execution functions, supporting multiple output formats and Docker containerized operation.

A simple calculator service based on a custom model context protocol (MCP), supporting basic arithmetic operations and deployed via Docker containers.

Posuer is a powerful MCP protocol manager that serves as a bridge between LLM clients and multiple MCP servers, providing containerized isolation, dynamic configuration reloading, multi-server capability aggregation, and intelligent routing.

An MCP server based on the Chrome debugging protocol, enabling browser automation and maintaining the login state. It can connect to an existing Chrome instance for persistent operations without installing extensions.

A Docker container that converts any stdio-based MCP server to an SSE interface, supports Node.js and Python servers, allows customization of ports and paths, and is suitable for Kubernetes deployment.

The MCP Server Unified Deployment Tool is a solution for standardized management of MCP servers deployed in various forms. It enables unified invocation through the SSE protocol and supports cross - platform and Docker containerized deployment.

This project is an MCP server based on Spring AI, providing CRM campaign management functions, including campaign creation, target rule setting, email content generation, and campaign scheduling. It is deployed through Docker containers.

An MCP server project based on Spring Boot that exposes the OWASP ZAP security tool as an MCP protocol service for AI agents to call the scanning function.

Automated MetaTrader 5 trading strategy optimization and documentation generation system

A Docker management service based on the Model Context Protocol, providing container management functions through a natural language interface, supporting containerized deployment and resource management.

The MCP Secure Installer is an automated tool for installing and containerizing MCP servers from GitHub repositories, supporting multi - server management.

A containerized server implementation integrating Redis and MCP protocol, providing Redis operation interfaces and Docker support.

A collection of Docker - containerized MCP services supporting the integration of Slack, Notion, and GitHub

This project implements an MCP server based on pyATS and Genie, providing structured, model-driven network device interaction capabilities through the JSON-RPC 2.0 protocol. It supports the secure execution of CLI commands, configuration changes, and data collection, and is suitable for containerized or LangGraph integration scenarios.

Deploy the MCP server on AWS using AWS Fargate

The OWASP ZAP MCP server is a protocol server that integrates the Zed Attack Proxy security scanning tool with an AI assistant. It supports multiple scan types and containerized deployment, enabling shift-left security testing in development.

The Octopus Deploy MCP server is an interactive tool based on the MCP protocol, providing functions for project management, version release, and deployment management, and supporting multi-space operations and Docker containerized deployment.

The IBM i MCP server is a server based on the Model Context Protocol, providing SQL tools, monitoring, and automation functions for the IBM i system, supporting multiple client integrations and containerized deployment

The WildFly MCP project aims to provide WildFly users with tools to monitor and manage servers using generative AI capabilities, including components such as MCP servers, chatbots, container images, and protocol gateways.

An example project of building an MCP server based on Spring AI

The MCP server based on pyATS enables structured network device interaction through the JSON-RPC 2.0 protocol

Configuration for building and running test projects using Docker

Grasp is an open-source and self-hostable humanized browser automation tool that supports the MCP and A2A protocols and can seamlessly integrate with various AI applications. Through Docker containerization deployment, it provides a browser operation experience controlled by natural language.

A multi - functional computing and monitoring toolset based on JBang and the MCP server

A Docker management server based on the Model Context Protocol that provides container management functions through a natural language interface

MCP-Mealprep is a Docker-based MCP server collection project that provides various AI tools and services through containerized deployment, supporting secure updates and flexible expansion.

This project is the Kubernetes deployment configuration for the Model Context Protocol (MCP) service, including the Docker image building, Azure Container Registry pushing, and K8s cluster deployment processes, and supports health checks, monitoring, and security protection.

MCP Command Server is a secure JSON - RPC API service for remote command execution, with command pattern filtering, containerized deployment, and self - documenting features.