Deployment & DevOps MCP 服务器

Terminal

Enables AI models to control your PC or server via SSH or terminal.

Frontend Testing

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

K8s Eye

Manages Kubernetes clusters and analyzes workload status.

Rollbar

Facilitates AI-driven diagnostics and insights for Rollbar error tracking and monitoring.

Freshservice

Enables AI models to interact with Freshservice modules for IT service management automation.

SysOperator

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

ESA

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

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.

Salesforce

Enables AI assistants to interact with Salesforce organizations by providing tools for Apex execution, data querying, metadata management, and code analysis via the Salesforce CLI.

ADR Analysis

Provides immediate, actionable architectural insights from Architectural Decision Records (ADRs) to AI agents.

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.

SourceWizard

Provides an AI-powered setup wizard for development tools and libraries, automating their installation and configuration processes.

Hammer

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

Soklet

Provides a zero-dependency Java HTTP/1.1 and Server-Sent Event server for building robust APIs and agentic systems.

Pentester

Integrate over 200 open-source penetration testing tools into AI assistants, empowering them with autonomous cybersecurity capabilities.

Apra Fleet

Orchestrates AI coding agents across networked machines, enabling their coordination from a single conversational interface.