Deployment & DevOps MCP Servers

Frontend Testing

Provides a suite of tools for automated frontend testing, including code analysis, test generation, and test execution.

Grpc

Proxies to a gRPC backend using a descriptors file or server reflection.

SysOperator

Enables AI assistants to interact with and manage infrastructure-as-code operations for Ansible, Terraform, and LocalStack.

Openapi Mcp Generator

Converts OpenAPI specifications into fully functional Model Context Protocol (MCP) servers.

ESA

Enables the use of Alibaba Cloud ESA (Edge Routine) services through the MCP protocol.

Homebrew

Provides comprehensive brew support for installing, upgrading, searching, and maintaining macOS packages.

SSH

Provides secure SSH access to remote servers for AI tools, enabling website management and remote operations.

AWS

Manages AWS cloud resources through a natural language chat interface.

Awesome Scaffold

Accelerates Model Context Protocol (MCP) server development with an out-of-the-box, production-grade scaffold.

AAP Enterprise

Enables AI assistants to interact with Red Hat's automation and infrastructure ecosystem, encompassing Ansible Automation Platform, Event-Driven Ansible, ansible-lint, and official Red Hat documentation.

Endor

Provision instant, private, sandboxed environments for common services like databases and message queues, perfect for local development and AI agent integration.

Ansible Server

Exposes Ansible utilities and workflows through an Advanced Model Context Protocol (MCP) server.

Context Provider

Provides AI models with persistent tool context, ensuring consistency across chat sessions and eliminating the need to re-establish context.

QueryDeck

Generates instant REST APIs, LLM agent tools, and Micro-Control Planes for Postgres databases with a visual no-code builder.

Telegram Control

Remotely manage and interact with AI coding assistants like Claude Code and Codex through Telegram.

ServiceNow

Integrates with multiple ServiceNow instances to automate operations, manage data, and develop scripts with intelligent schema discovery.

Cisco CLI

Automates Cisco network device CLI interactions through Telnet, optimized for IOS devices.

Hop

Streamline SSH connections with a powerful terminal user interface and advanced management capabilities.

HexStrike AI Community Edition

Automate penetration testing, vulnerability discovery, and bug bounty workflows by bridging large language models with offensive security capabilities.

Hammer

Provides a robust framework for evaluating and demonstrating Model Context Protocol server vulnerabilities.