Deployment & DevOps MCP 服务器

K8s Interactive

Executes Kubernetes commands and interprets their output via a given kubeconfig path.

Bio-OS

Manages workflows and Docker image building for Bio-OS instance platforms.

Notifier

Sends webhook notifications upon AI agent task completion, facilitating efficient multi-project development.

Worker17

Monitors worker productivity and automates termination based on predefined criteria.

Azure DevOps Bridge

Integrates with Azure DevOps to manage work items, wiki documentation, sprint planning, and handle attachments and discussions.

Ops

Manages unikernels using the nanos/ops toolchain through an mcp server.

OpenAPI Proxy

Generates MCP-compatible server components dynamically from OpenAPI specifications.

Commands

Defines and executes custom command-line operations for a server using templated configurations.

Aeron Cache

Provides a low-latency, clustered key-value store with HTTP and WebSocket interfaces, designed for cloud-native deployment.

Dashboard

Unifies and expands access to multiple Model Context Protocol (MCP) servers by organizing them into flexible streaming HTTP (SSE) endpoints.

KubeView

Provides a read-only Model Context Protocol (MCP) server for AI-powered introspection of Kubernetes, Helm, and Argo environments.

ECS AI Agent

Deploys an agentic AI architecture on AWS Fargate for Amazon ECS, enabling an AI service to interact with multiple Model Context Protocol servers to perform various actions.

ExamPrepAgent

Assists students in preparing for any exam or test by serving as an intelligent, AI-powered study companion.

Mackerel

Integrates Large Language Models (LLMs) with Mackerel for enhanced monitoring and management capabilities.

Kortx

Enables AI assistants to consult advanced AI models for code analysis, strategic planning, and real-time web search with intelligent context gathering.

LangChain Agent

Exposes LangChain agent capabilities as a production-ready server via the Model Context Protocol.

Medical Agents

Deploys a production-ready template for specialized medical agents as discoverable MCP tools via the Agent Orchestration Protocol.

Lens

Orchestrates complex tool interactions by presenting a single `query` interface to clients, intelligently planning and executing calls to various internal and external services.

Shell Execute

Execute bash commands with background job support on an MCP server.

Flux Skills

Integrates AI-powered skills and tooling for managing Flux Cloud and FluxOS deployments.