Software Architecture
Design and visualize software architecture, system diagrams, and technical documentation. Enables AI models to generate professional diagrams and architectural documentation.
MCP ServersBrowse all →
AlicenseAqualityAmaintenancePure Node.js MCP server that renders and validates PlantUML diagrams with zero Java and zero external server, powered by TeaVM. Exposes render_diagram, check_syntax and diagram_explain — just run npx @plantuml/mcp-js.413,271LGPL 3.0- AlicenseAqualityBmaintenanceMCP server for rendering 35+ diagram types — sequence, flowchart, ER, C4, gantt, mindmap, infra, and more — to SVG/PNG with browser preview. Local rendering with palette/theme support and shareable diagrammo.app URLs.111,2303MIT
- AlicenseAqualityCmaintenanceThis MCP server enables AI models to analyze local Python codebases using abstract syntax trees, providing tools for file structure analysis, symbol search, import graphing, docstring auditing, and refactoring prompts without loading entire source files into context.45MIT
- AlicenseBqualityBmaintenanceConnects AI coding agents to Circuitry's visual workflow platform, enabling them to create and sync code nodes from project files, understand user-drawn flowcharts and diagrams, generate visual flowcharts, and create data visualizations like spreadsheets and charts.10063Inno Setup
- AlicenseAqualityDmaintenanceEnables AI assistants to interact with Autodesk Civil 3D, allowing them to retrieve project data, create/modify/delete drawing elements, and execute code to automate Civil 3D operations.1326MIT

diagrams-soofficial
AlicenseAqualityAmaintenanceThe Diagrams.so MCP server enables generating, editing, and managing cloud architecture diagrams from any MCP client, wrapping the public Diagrams.so API.23207Apache 2.0
Precogly MCPofficial
AlicenseAqualityBmaintenanceMCP server for Precogly threat modeling, enabling users to integrate threat modeling capabilities into AI assistants.1Apache 2.0
StarUML MCP Serverofficial
AlicenseAqualityCmaintenanceEnables creating diagrams or generating code from diagrams in StarUML via prompts.42520MIT- AlicenseAqualityFmaintenanceEnables AI assistants to directly control Autodesk 3ds Max through natural language to create models, set materials, adjust lighting, and automate animations. It bridges the Model Context Protocol with 3ds Max via a TCP socket to execute Python and MAXScript commands.22415MIT
- AlicenseAqualityDmaintenanceA MCP server for SailfishOS application development, creates new projects and add features following guidelines, performs build94MIT
- AlicenseAqualityBmaintenanceGenerates editable Excalidraw diagrams from natural language system descriptions, with properly bound arrows and labels. Includes tools for diagram creation, validation, and backend status.3MIT
- AlicenseAqualityDmaintenanceProvides design pattern templates and anti-pattern guidance to AI coding agents for correct pattern implementation.2MIT
- AlicenseAqualityDmaintenanceEnables AI agents to interact with OrcaSlicer to manage profiles, adjust printing settings, and perform slicing operations. It allows users to search settings, slice STL/3MF files, and analyze G-code metadata through natural language assistants.7AGPL 3.0
- AlicenseAqualityCmaintenanceEnables AI assistants to visualize cloud architecture diagrams, generate and import Terraform HCL, and manage infrastructure resources directly from chat through the CloudForge platform.1869MIT
- AlicenseBqualityCmaintenanceGenerates professional Draw.io compatible diagrams (flowcharts, sequence diagrams, network diagrams, and custom diagrams) from natural language prompts, outputting XML files that can be opened directly in Draw.io.11356MIT
- AlicenseAqualityBmaintenanceAI-native architecture diagramming for MCP clients (Claude Code, Cursor, Windsurf). The calling agent authors the graph (nodes, groups, edges); Flowgraf validates it, lays it out deterministically with ELK, renders an SVG + Mermaid, and returns a link to a live, editable canvas you can refine by chat, drag, or one-click AI design review. Agent-authored ops — no API key and no LLM cost to the calle374MIT
- AlicenseAqualityAmaintenancePrevents premature AI coding by transforming vague product ideas into structured specifications, architecture decisions, and acceptance criteria through a series of interrogation and compilation tools.743MIT
- AlicenseAqualityDmaintenanceTech stack recommendations for developers. Deterministic 6-dimension scoring across 30+ technologies. 4 free tools, Pro features with API key.10689MIT
- AlicenseBqualityDmaintenanceEnables AI assistants to create, manage, diagram, and export Architecture Decision Records (ADRs) directly from conversation.15MIT
- AlicenseBqualityAmaintenanceBig Indexer provides architecture-aware context (boundaries, seams, impact scope, and BGI-TWIN tools).123Apache 2.0
- AlicenseAqualityBmaintenanceStop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.53MIT
- AlicenseAqualityDmaintenanceEnables AI agents to generate and edit draw.io diagrams with real-time browser preview.538Apache 2.0
- AlicenseBqualityBmaintenanceMCP server that enables LLMs to create and edit draw.io diagrams using high-level intent commands, with automatic layout and styling.483MIT
- AlicenseAqualityDmaintenanceA Windows-based MCP server that exposes NIST's CONTAM simulation tools and ContamX bridge-mode controls to AI agents. It enables automated airflow and contaminant transport modeling, including project inspection, simulation execution, and real-time bridge session management.151MIT
- AlicenseBqualityCmaintenanceEnables LLMs to work with the Optics Design System, providing access to 83 design tokens (HSL-based colors, spacing, typography), 24 components with dependencies, and tools for theme generation, accessibility checking, and code scaffolding.15191MIT
- AlicenseAqualityBmaintenanceProxy server that enables Claude Code to interact with the DASE ORM Designer VS Code extension, providing 42 tools for database design and management.1MIT
- AlicenseAqualityAmaintenanceAn MCP server that renders Mermaid diagram syntax to PNG, SVG, PDF, or draw.io format, enabling LLMs to convert diagram descriptions into actual images.1230MIT
- AlicenseAqualityCmaintenanceEnables creation of infrastructure and architecture diagrams as code using the Python diagrams library, supporting 15+ cloud providers, 500+ node types, custom icons, and flowcharts with multiple output formats.52MIT
- AlicenseAqualityDmaintenanceAn MCP server that enforces the clean-room software reimplementation process with role-gated tools and a tamper-evident audit trail.19122MIT
- AlicenseAqualityDmaintenanceA specialized architecture design MCP server that enables AI-assisted developers to plan optimal system structures through interactive consultations. It generates structured ARCHITECTURE.md and .ai-context.yaml files to guide AI coding tools in building scalable and cost-effective infrastructure.691MIT
MCP ConnectorsBrowse all →
Agent-design pattern guidance via 8 hosted read-only tools; Streamable HTTP, no auth, one Release.
Simulate, test, and analyze cloud architectures without deploying real infrastructure. Cloud World Model enables AI agents to model cloud environments, evaluate architecture behavior and costs, run failure and chaos simulations, and explore infrastructure scenarios across cloud providers.
Architecture docs and patterns for NestJS + Nuxt full-stack apps
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+ searchable shapes.
Render, verify, describe, and safely edit Mermaid diagrams through MCP.
Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.
Create and edit collaborative architecture diagrams with any AI assistant using the Trident 2D DSL.
Independent build-vs-buy index: score software categories BUILD/BUY/BRIDGE/BEWARE.
Read-only, source-backed compatibility lookups and approved changes for ResolveMesh's catalog.
Generate cloud architecture diagrams, flowcharts, and sequence diagrams.
AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images
Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, and inverters.
AI data-center design engine: size, validate & lay out Rubin-era data centers. Korea live.
MCP gateway with 10 tools for code analysis, architecture, package audit & security.
Twinmotion rendering via APS — import Revit, set environments, render images, export video.
Revit model integration via APS — elements, parameters, schedules, clashes, IFC export.
Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, glTF/GLB.
Generate MantleKit setup plans and launch-ready SaaS blueprints from a product idea.