MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for automatic prompt optimization with Claude Desktop

AI-powered architecture diagram generator with MCP server integration. Create professional cloud diagrams (AWS, Azure, GCP, K8s) with real provider icons. Works seamlessly with Claude Desktop.

CC Desktop — An Electron-based desktop AI assistant and terminal emulator for Claude Code CLI. Manage AI-powered coding sessions with a native desktop app featuring dual-mode architecture: Terminal mode (PTY direct connection) and Agent mode (streaming chat with vision support).

Minecraft server management via RCON. Integrates FastMCP for easy command execution, supports interaction with Claude Desktop and other MCP clients, and offers a flexible architecture for local development and production use.

LinkedIn MCP Server for Claude Desktop - OAuth integration with Clean Architecture

MCP-enabled server providing Claude Desktop with intelligent nutrition tools from USDA's 600k+ food database. Features dual architecture (MCP protocol + HTTP API), hosted service, and complete deployment pipeline with Docker/Cloud Run.

MoRos, An open-source alternative to OpenAI Codex / Claude Cowork, is a desktop task agent designed for diverse work scenarios. It follows a local-first philosophy, upgrading “chat” into an executable desktop agent. The architecture aims to remain more restrained and simplified, while giving users broader freedom in model selection

Pixiv MCP Server for Claude Desktop & Cherry Studio. Search illustrations, get rankings, download images, read novels with dual-API architecture for better connectivity.

Temporal Knowledge Graph System for Architectural Memory - Track decisions, patterns, and failures with MCP integration for Claude Code/Desktop

Architecture cowork plugin for Claude Code — 35+ commands for AI-powered architecture design, scaffolding, and deployment. Powers the Archon desktop app's ideation-to-code pipeline.

Professional Slidev MCP Server for creating presentations with auto-generated starter slides, modular architecture, and Hatch corporate branding. Built for VS Code and Claude Desktop.

NEON AI Assistant - Desktop AI with hybrid Claude/Ollama routing, 5-layer memory system, and plugin architecture

A curated collection of reusable Claude commands for software development, productivity, and technical writing. Extend Claude Desktop with custom workflows for code review, architecture design, documentation generation, and more. Streamline repetitive tasks with ready-to-use commands that follow best practices and consistent formatting.

A comprehensive Model Context Protocol (MCP) server for weather data, built with .NET 8 and Clean Architecture principles. This server provides Claude Desktop with access to real-time weather information, forecasts, alerts, and weather-related calculations.

🚀 AI Project Starter Kit - A comprehensive, production-ready project initialization system designed for solo developers using AI-powered development tools like Cursor and Claude Code. Supports web apps, APIs, mobile apps, desktop apps, CLI tools, and microservices with modular monolithic architecture.

A Model Context Protocol (MCP) server for AI-assisted software architecture documentation using the proven arc42 template. Provides tools to initialize, generate, update, and track documentation across all twelve arc42 sections. Works seamlessly with Claude Desktop, Cursor, Cline, and other MCP-compatible AI assistants.

Hermes MCP is a Model Context Protocol (MCP) server that acts as a bridge for the Hermes Agent. It enables AI tools, autonomous agents, and IDEs (like Claude Desktop) to leverage Hermes as a powerful sub-agent for offloading complex tasks, performing deep research, or architectural planning.

Complete reverse-engineering of Claude Desktop (Electron) + multi-provider scaffold supporting OpenAI, xAI, Gemini, Ollama, localhost, and more

Claude Desktop Cowork Sandbox Architecture

[MIRROR of bclark00/cowork-architecture] Claude Desktop Cowork Sandbox Architecture

AI-Powered Terminal Management for Claude Desktop - MCP server that lets Claude manage CLI sessions and remember project architectures

🔮 MATAT REAL Desktop - Professional Claude Code CLI Integration with Terminal-as-a-Bridge Architecture

Real-time process tree visualization and multi-agent architecture map for Claude Desktop on Windows

Cross-device screenshot capture and relay to Claude Desktop with sender/receiver architecture, system status dashboard, and hotkey triggers.

Open Source local MCP project specifically built for windows claude desktop. Allows the desktop agent to spin up Claude Code agent in order to keep context lean in chats for longer architectural conversation flows.

A production-ready Dockerized MCP (Model Context Protocol) service with Claude Desktop integration, modular tool architecture, and enterprise-grade tooling.

Context management protocol for Claude Desktop. 3-tier architecture: 65% token savings, session continuity across LLMs, defense-in-depth safety controls.

ArchBuilder.AI - AI-powered architectural design automation system. Hybrid desktop-cloud architecture integrating Revit, OpenAI/Claude/Vertex AI, multi-format CAD processing (DWG/DXF/IFC/PDF) for intelligent architectural project creation with 19/22 components complete (86%)

API service providing 1,000+ creative rejection responses. Node.js/Express with MCP server for Claude Desktop. Because saying no apparently requires architecture.

agentic-ai-lab is a meta-repo of applied AI agentic systems, showcasing the use of LLMs (Claude, GPT), LangGraph, LangChain, Claude Desktop, CrewAI, and RAG architectures across real-world use cases.