Deployment & DevOps MCP Servers

Git Commands

Provides a suite of Git repository browsing and analysis tools accessible via the Model Context Protocol (MCP).

GitHub Action Trigger

Enables triggering GitHub workflow dispatch events and retrieving information about GitHub Actions and releases.

MCP Hub

Framework to simplify building, managing, and deploying Model Context Protocol (MCP) clients and servers.

Slime

Encapsulates Istio MCP client/server functionality into a reusable library.

Git Pr

Automates Git and Pull Request operations through a Model Context Protocol (MCP) server.

Netbox

Provides safe, intelligent read/write access to NetBox instances via a Model Context Protocol server.

cPanel

Enables AI assistants to programmatically manage cPanel email accounts, passwords, quotas, and forwarders via API.

Open Cluster Management

Connects Generative AI systems to multiple Kubernetes clusters for streamlined management and observability.

Datum

Provides secure, OAuth-authenticated access for AI agents to manage Datum Cloud network infrastructure and resources.

NetBox DC

Provides robust infrastructure access for NetBox environments, integrated with HashiCorp Vault for security and PostgreSQL for state management.

Intelligent Architecture Engine

Automates the generation of optimal server resource allocation, middleware combinations, system architecture, and cloud deployment strategies based on key system parameters.

ACI

Manages Cisco ACI fabrics and automates configuration tasks via the APIC REST API.

OpenAPI Diff

Provides server-side capabilities for comparing and managing differences in OpenAPI specifications.

CompText

Streamlines LLM interactions through a token-efficient Domain Specific Language, dramatically reducing token usage.

PyTorch Lightning

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

Auto-OM

Manages Linux automation operations with a comprehensive set of 88+ tools accessible via SSH.

Ezbt

Empowers AI editors to manage BT Panel (宝塔面板) servers through natural language commands and the Model Context Protocol.

Azure DevOps

Provides a Stdio-based interface for interacting with Azure DevOps resources as a .NET tool.

Servagent

Enables remote AI to take full control of a Linux server, facilitating command execution, file management, and service administration.

ForgeCraft

Applies production engineering standards to any AI coding assistant.