Deployment & DevOps MCP 服务器

Kom

141

Simplifies Kubernetes operations by providing an SDK-level abstraction of kubectl and client-go, offering easy resource management and MCP server capabilities.

Systemprompt Code Orchestrator

137

Orchestrates AI coding agents like Claude Code CLI and Gemini CLI to automate and manage complex coding tasks.

K8s Connector

135

Enables interaction with Kubernetes clusters through Model Control Protocol (MCP) tools.

K8s

130

Provides a standardized interface to interact with and manage Kubernetes clusters.

Zabbix

130

Integrates Zabbix monitoring capabilities with AI assistants and MCP-compatible tools, enabling comprehensive control over hosts, items, triggers, and problems.

AWS

128

Enables operations on AWS resources, including S3 and DynamoDB, through the Model Context Protocol.

Esp

127

Build simple projects with logging and automatically fix issues based on logs for esp-idf build commands.

Apache Airflow

126

Standardizes interaction with Apache Airflow via the Model Context Protocol (MCP).

AgentRPC

125

Connect functions across different languages and network boundaries to AI agents.

Test Client

124

Facilitates the development and testing of MCP servers by acting as both a server for Claude and a client for servers under test.

Executable

122

Packages an Express server and the MCP SDK into an executable file.

Code Executor

121

Orchestrates multiple MCP tools on-demand, drastically reducing token usage for AI agent contexts.

AI Code Toolkit

121

Provides scaffolding, architectural patterns, and validation rules to scale AI coding agents and ensure consistent, convention-following code generation.

Sudocode

121

Automates context management and agent orchestration for AI coding agents directly within your Git repository.

Datadog

120

Integrate with the Datadog API to manage incidents, monitors, logs, dashboards, metrics, traces, and hosts.

Apache Spark History

119

Enables AI agents to connect with Apache Spark History Servers for intelligent job analysis and performance monitoring.

Terraform Registry

119

Enables AI agents to interact with the Terraform Registry API for provider, resource, and module information.

PAIML Agent Toolkit

118

Generates AI-optimized context for code analysis and enforces extreme quality standards to make agentic code more deterministic.

Remote Functions

116

Deploys a custom remote server to the cloud using Azure Functions for use with the Model Context Protocol.

Filesystem

114

Enables efficient handling of filesystem operations through a fast and asynchronous MCP server.