Manage Your Kubernetes Cluster with k8s mcp-server

BrowserStack's Official MCP Server

Native Delphi Server implementation of the Model Context Protocol (MCP)

An experimental MCP Server for foundry built for Solidity devs

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

Dynamic Shell Command MCP Server

MCP Server for AI automation of the PlayCanvas Editor

pty-mcp-server

A collection of servers which are deliberately vulnerable to learn Pentesting MCP Servers.

MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal.

DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients

A Model Context Protocol server for Excel file manipulation

This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB.

A **complete rewrite** of the original SuperClaude MCP server with intelligent command routing, dynamic persona switching, and real MCP server orchestration for Gemini CLI.Th

A MCP (Model Context Protocol) server that provides tools for controlling and interacting with Android devices using uiautomator2.

Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.

Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems

A Model Context Protocol (MCP) server that provides file system context to Large Language Models (LLMs). This server enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.

MCP configuration to connect AI agent to a Linux machine.

This is a MCP designed to manage and interact with mobile devices and simulators.

BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.

Rust MCP server and CLI for serial/UART devices, with JSON macro automation and agent skills for repeatable timed workflows.

Playwright AI Agent POM MCP ServerPlaywright AI Agent using Page Object Model (POM) architecture with MCP Server integration for automated web and mobile testing

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments