Deployment & DevOps MCP 서버

Selenium

Provides a Model Context Protocol (MCP) server for browser automation using Selenium WebDriver, designed for integration with a browserless service.

FastMCP Render Boilerplate

Provides a quickstart boilerplate for building Model Context Protocol servers with Python and FastMCP, optimized for Render deployment.

Remote

Deploys a Model Context Protocol (MCP) server to Cloudflare Workers with OAuth login.

Viper

Provides a mixture-of-experts visual question-answering server, solving complex visual grounding and image question-answering tasks.

MySQL

Provides full access and administration capabilities for MySQL and MariaDB databases via an AI-guided Model Context Protocol (MCP) server.

Xplainable

Provides secure access to the Xplainable AI platform, enabling the management, deployment, and explanation of machine learning models.

SpamAssassin

Provides comprehensive email security analysis capabilities to Claude Code through a secure, containerized Model Context Protocol server.

Ambari API

Integrates with Apache Ambari to provide comprehensive management of Hadoop clusters, encompassing service operations, configuration, and monitoring.

Agentic Executables

Empowers AI agents to autonomously manage library installation, configuration, and usage across any programming language by treating libraries as executable programs.

Kali SSE

Provides a smart, real-time command execution system for Kali Linux, adhering to the Model Context Protocol (MCP) standard.

Mender

Enables AI assistants to seamlessly interact with the Mender IoT platform for device management, deployment tracking, and system monitoring.

Unstorage

Provides a Key-Value storage MCP server built on unjs/unstorage with support for various drivers like Redis, MongoDB, and filesystem.

Merge Request Summarizer

Automates the generation of comprehensive merge request summaries from git logs, categorizing changes and providing structured descriptions.

HostBridge

Simplifies framework deployments on shared hosting environments using the Model Context Protocol.

Code Runner

Executes code within isolated container or virtual machine environments.

Kube Core

Converts natural language requests into valid kubectl commands for Kubernetes.

Qdrant Enhanced

Provides an enhanced Model Context Protocol server for Qdrant, enabling robust vector memory management with advanced performance and deployment features.

Homelab

Automates the setup and management of a personal home lab environment using modern infrastructure tools.

Cloudflare

Integrate with the Cloudflare API to manage zones, DNS, KV storage, and cache operations via the Model Context Protocol.

Ultralytics

Provides RESTful API access to Ultralytics YOLO operations for various computer vision tasks including training, validation, prediction, export, tracking, and benchmarking.