Deployment & DevOps MCP 서버

Hdcola

Executes shell scripts or commands through the Model Context Protocol.

Aoirint

Monitors the status of Minecraft Bedrock and Java servers via a headless setup with an HTTP JSON API.

Gitee Enterprise

Enables AI assistants to manage Gitee Enterprise repositories, issues, and pull requests through the Model Context Protocol (MCP).

DevServer

Manages multiple development servers with a unified interface and TUI, enabling programmatic control.

LayerZero OFT

Enables the creation, deployment, and bridging of Omnichain Fungible Tokens (OFTs) across multiple blockchains using LayerZero.

Multipass

Transforms any Python library or code into a robust, scalable, and production-ready API with automatic service discovery.

Logstash

Provides comprehensive tools and a web interface for monitoring and defining performance bottlenecks in Logstash instances.

Adversary

Provides enterprise-grade security analysis with dynamic rule management and hot-reload capabilities.

Ambari API

Integrates with Apache Ambari to provide comprehensive management of Hadoop clusters, encompassing service operations, configuration, and monitoring.

Redfish

Enables AI agents and LLMs to control Redfish-enabled hardware and simulators through a secure API.

Team Server

Exposes team information through a Model Context Protocol (MCP) server utilizing HTTP streaming transport.

Futabus

Access Futabus bus booking services, including routes, trips, pricing, and booking information, through a standardized Model Context Protocol (MCP) interface.

TP-Link Omada

Exposes TP-Link Omada Controller APIs to AI copilots and automation workflows.

Databricks Integration Tester

Provides a custom Databricks server to test Model Context Protocol (MCP) integrations and On-Behalf-Of (OBO) authentication.

Gilhari Example1

Demonstrates RESTful CRUD operations and Object-Relational Mapping (ORM) for JSON objects using the Gilhari microservice framework.

Redfish Assistant

Manages Redfish-enabled servers using an AI-powered natural language interface and Model Context Protocol.

Mc8yp

Integrates Cumulocity IoT platform data with AI agents, enabling AI-powered device management, data analysis, and operational insights.

MiniMind

Deploys the MiniMind Large Language Model as an all-in-one Docker solution, offering a web UI, an OpenAI-compatible API, and Model Context Protocol (MCP) support.

RLHF Feedback Loop

Provides an agentic control plane for AI workflows to capture human preference signals, engineer context, and enforce machine-readable guardrails for large language models.

Google Play Console

Enable AI assistants to directly manage Google Play Store production releases.