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Connects monitoring data (Prometheus, logs) to AI agents via MCP for intelligent alerting and troubleshooting.

This MCP server provides a web-based user interface for managing Nginx configurations and operations, exposing these capabilities to AI agents.

Tyk is an open-source API and AI Gateway that supports the Model Context Protocol (MCP), enabling AI agents to interact with various API types.

This repository provides open-source MCP servers to integrate AI agents with AWS services, enabling agent-driven cloud management.

This open-source platform provides uptime monitoring and status pages as code, operable by AI agents via MCP for infra management and incident communication.

Provides an MCP server and skills for AI agents to assist with building, testing, and managing iOS and macOS projects using Xcode.

Allows AI agents to run processes locally as if they were in a Kubernetes pod, routing traffic, files, and environment variables.

Manage Cloudflare services, read account configurations, and perform infrastructure changes via natural language.

Bulk port forwards Kubernetes services to a local workstation, making them accessible by name for local development, with MCP for AI integration.

Enables coding agents to work safely in isolated, parallel container environments using Dagger.

Allows AI agents to manage Windows Subsystem for Linux or macOS native VMs, including installation, backup, moving, and configuration of distros.

This skill enables Claude Code to deploy frontend projects, Worker backends, and databases with a single command, simplifying full-stack project launches.

Radar is an open-source Kubernetes UI featuring a built-in MCP server for AI agents, providing cluster insights, GitOps visibility, and auditing in a single binary.

FlyEnv is a native local development environment that manages runtimes, databases, web servers, and can expose capabilities to AI agents via MCP.

Equips AI agents with best practices for Terraform and OpenTofu, including testing, module design, and CI/CD integration.

An enterprise platform for securely running and managing MCP servers in isolated containers with identity and access policies.

Firmware for ESP32 to function as an AI-enabled NAT router/firewall, exposing an MCP server for programmatic control.

A full-featured MCP server for managing Kubernetes and OpenShift clusters, including pod logs, executions, and Helm charts.

A lightweight MCP server for Kubernetes management allowing agents to interact with clusters, pods, and deployments via kubectl.

Official MCP server for Terraform and HCP Terraform to automate infrastructure-as-code tasks, registry searches, and workspace management.

Official plugin that gives your agent Azure skills and the Azure MCP Server with 200+ tools across 40+ services for preparing, validating and deploying apps.

A skill and CLI that detects what your app needs, plans and applies hosting, database, domain, email and payment setup on your own accounts, then verifies it.

A secure MCP runtime that enables AI agents to operate local machines, remote servers, and containers with multi-device orchestration.

This plugin equips AI agents like Claude Code with deep cloud engineering skills across 18 core AWS services.