MCP vs Manual vs A2A Nginx Installation
# MCP vs Manual vs A2A Nginx Installation ## Introduction This project simulates three different approaches to setting up a server (e.g., Nginx): 1. A…
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Spaceship Mcp
# spaceship-mcp [](https://www.npmjs.com/package/spaceship-mcp) [
System Initiative
# System Initiative [](https://discord.com/invite/s…
Axiom Context
Integrates Axiom's context-aware AI capabilities with Zed workflows through a customizable command interface for enhanced flexibility and seamless deployment.
Aerith Admin (RBAC Dashboard)
Implements a structured 5-step development workflow for building RBAC dashboard applications using FastAPI, Git integration, and browser automation capabilities
nuzur
nuzur is a model-first database platform for MySQL and PostgreSQL. The MCP server lets any AI assistant or agent (Claude, Cursor, Gemini, or anything else that…
Betterdb Mcp
MCP server for Valkey and Redis observability. Query real-time health, slow commands, hot keys, anomaly detection, and cluster analytics directly from your AI…
Claude-Optimized Deployment Engine (CODE)
Claude-Optimized Deployment Engine (CODE) - AI-powered infrastructure automation platform with Rust-accelerated Circle of Experts system. Features 20x…
Warmth Engine Observatory
AI infrastructure coordination intelligence. Read-only tools serve verified events, Coordination Connections, Sovereign Capability Profiles, and methodology…
Void Stack
DSM for developers — start, stop, audit, and analyze your entire dev stack with one command. MCP server with 27 tools for Claude Desktop & Claude Code…
AverbePorto-MCP
Integrates with the AverbePorto platform for authentication and document submission using AI tools.
Staticbot
Staticbot is an MCP server for the Staticbot platform that lets AI agents (Claude Code, Cursor, any MCP-compatible runtime) orchestrate deployment workflows…
Oriel
Drive Docker and Colima from an AI. A safety-gated MCP server for containers, images, volumes, networks, and Compose, with secret masking and a…
Kubeopt
Kubernetes cluster cost analysis and optimization. Query costs, find savings opportunities, get rightsizing recommendations, and analyze pod spend across AKS…
Columbia MCP Servers
This repository provides the deployment infrastructure and server implementations for Columbia's Model Context Protocol (MCP) servers. It includes Docker‑based…
OPS
OPS is a MCP server that allows you to build, deploy and orchestrate unikernels on any cloud from AWS to GCP or Azure. Unikernels are single application…