Deployment & DevOps MCP 服务器

Beam

Manages Apache Beam data pipelines across different runners using a standardized Model Context Protocol (MCP) API.

Gitops Lab

Provides a GitOps playground for experimenting with Kubernetes, Terraform, Argo CD, and related technologies.

Gotify

Sends Gotify push notifications from an MCP server environment.

OpenAPI Proxy

Generates MCP-compatible server components dynamically from OpenAPI specifications.

Mcpware

Routes Model Context Protocol (MCP) tool calls intelligently to multiple backend servers.

ChaosPilot

Automatically analyzes error, warning, and critical logs using AI agents to detect patterns, classify incidents, and recommend fixes.

Pymcp

Implements a simple, asynchronous Modern Context Protocol (MCP) server and client for exposing and consuming remote functions.

Log Analyzer

Analyzes various log formats, including Windows Event Logs, structured, and unstructured text, to provide insights into system activities and issues.

Dashboard

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

Sumo Logic

Integrates with Sumo Logic's REST APIs through the Model Context Protocol (MCP) to manage logs, metrics, dashboards, and collectors.

Automox

Facilitates AI assistant interaction with Automox for managing devices, policies, and user accounts through high-level workflows.

Medical Agents

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

Documan

Generates and serves a web documentation site directly from your project's Markdown files, enabling quick setup and AI tool integration.

Lens

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

PyTorch Lightning

Exposes PyTorch Lightning training and inspection functionalities through a structured, machine-readable interface.

Flux Skills

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

Hass

Bridges AI assistants with Home Assistant, enabling smart home control and automation through the Model Context Protocol.

Remote Access

Enables remote control of devices via SSH and serial port connections for MCP-compatible clients.

Autobeat

Orchestrates autonomous coding agents, enabling them to tackle complex development goals from inception to completion without human intervention.

Cipi API

Integrates with the Cipi server control panel by exposing a REST API, an MCP server, and Swagger documentation.