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 →
- AlicenseAqualityAmaintenanceMCP server for creating and editing diagrams using draw.io. Allows generating diagrams from Mermaid or XML, searching shapes, and opening them in draw.io for export.Last updated220Apache 2.0

@plantuml/mcp-jsofficial
AlicenseAqualityBmaintenancePure 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.Last updated413,157LGPL 3.0- AlicenseAqualityAmaintenanceMCP 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.Last updated118161MIT
- AlicenseAqualityAmaintenanceStop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.Last updated2653MIT
- AlicenseBqualityBmaintenanceEnables AI assistants to control Cadence Xcelium and SimVision simulators in real time for automated RTL and gate-level debugging. It provides 25 tools for signal inspection, watchpoints, binary search, and simulation state management.Last updated10251MIT
- AlicenseAqualityAmaintenanceDistills Claude Code's 310K-line source into 32 queryable modules via MCP, enabling AI agents to learn and reuse Claude Code's architectural patterns through natural language.Last updated106142MIT
- AlicenseAqualityAmaintenanceA single, queryable source of engineering constraints that coding agents consult at code-generation time, exposed over an MCP server.Last updated3Apache 2.0
- AlicenseAqualityDmaintenanceEnables AI assistants to interact with Autodesk Revit to query project data, manage elements, and execute generated code via the Model Context Protocol. It provides full compatibility with GitHub Copilot and Claude to automate BIM modeling workflows.Last updated1360MIT
- AlicenseAqualityCmaintenanceRenders Mermaid diagram markup to PNG images using Puppeteer/Chromium. Enables AI-generated diagrams to be previewed inline and saved to disk.Last updated127MIT
- AlicenseAqualityCmaintenanceEnables AI assistants to understand and analyze Spring Boot codebases through static analysis, allowing natural language queries about endpoints, classes, dependencies, and architecture without running the application.Last updated13MIT
- FlicenseBqualityBmaintenanceGrafema builds a queryable knowledge graph of your codebase and allows you to enforce structural invariants and query the system using Datalog or Cypher.Last updated2521836
- AlicenseAqualityCmaintenanceA 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.Last updated151MIT
- AlicenseAqualityDmaintenanceAn MCP server for Electronic Design Automation that provides comprehensive tools for managing KiCad 9.x PCB design workflows. It enables users to create schematics, layout PCBs, perform design rule checks, and export manufacturing files through a standardized interface.Last updated391MIT
- AlicenseBqualityFmaintenanceProvides AI assistants with access to Apple's Human Interface Guidelines and technical API documentation across all Apple platforms (iOS, macOS, watchOS, tvOS, visionOS), enabling unified search of design principles and implementation details.Last updated34418MIT
- AlicenseBqualityDmaintenanceTurn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.Last updated655MIT
- AlicenseAqualityDmaintenanceA lightweight sketch canvas that lets users draw ideas and sync them in real-time to AI via MCP, enabling visual communication without exports.Last updated21013MIT
- AlicenseAqualityDmaintenanceConnects Claude Desktop to BULC fire simulation software for AI-powered building design, enabling natural language creation of rooms, walls, and multi-story structures with spatial awareness and undo/redo support.Last updated751MIT
- AlicenseAqualityDmaintenanceAn MCP server that enables AI assistants to programmatically create, modify, and export BPMN 2.0 workflow diagrams. It supports managing various process elements and sequence flows while providing export capabilities to standard XML and SVG formats.Last updated711MIT
- AlicenseAqualityBmaintenanceEnables analysis of KiCad electronic schematics through natural language queries to search components, trace signal paths, explore connections, and analyze multi-board systems.Last updated301MIT
- AlicenseAqualityBmaintenanceA Model Context Protocol server that converts Mermaid diagram code into various image formats (PNG, JPG, SVG, PDF) with theme customization options for AI clients.Last updated39MIT
- AlicenseAqualityDmaintenanceEnables users to control FreeCAD through natural language for creating, editing, and managing 3D objects and documents. It supports executing Python code, capturing screenshots of the workspace, and importing parts from the FreeCAD library.Last updated11MIT
- AlicenseAqualityCmaintenanceScore your agent's governance (0-100), lint MCP tool definitions, and estimate costs across all major models. Free diagnostic tools with no API key needed. Expert skill files on governance, economics, and system architecture available with free tier.Last updated81MIT
- AlicenseBqualityDmaintenanceAutomatically generates mind map images from text content using Coze API workflow. Returns accessible image links that can be used in MCP-compatible tools like CodeBuddy, Cursor, and Qoder.Last updated1301MIT
- AlicenseAqualityBmaintenanceGenerates engineer-grade SaaS specifications — design systems, database schemas, and RLS policies for AI build tools like Lovable, Cursor, and Claude Code. 4 tools, TypeScript, MIT licensed.Last updated41MIT
- AlicenseAqualityDmaintenanceEnables auto-configuration and validation of React components against a glassmorphic design token system using an AST correction engine. It supports managing UI presets, enforcing design uniformity in Monaco IDE, and exporting tokens as CSS, Tailwind, or JavaScript variables.Last updated14MIT
- AlicenseAqualityBmaintenanceArchitectural sensor for Python codebases. Scores structural health (modularity, acyclicity, depth, equality), detects import cycles, enforces YAML layer rules, and runs a snapshot/diff loop so AI-assisted edits do not silently regress structure.Last updated133MIT
- AlicenseAqualityDmaintenanceEnables 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.Last updated51MIT
- AlicenseBqualityDmaintenanceBlenderMCP enables Claude AI to directly interact with and control Blender for prompt-assisted 3D modeling, scene creation, and manipulation. It supports object and material control, scene inspection, and execution of Python code through natural language commands.Last updated17MIT
- AlicenseAqualityDmaintenanceAn MCP server that generates professional infrastructure diagrams using the Python diagrams DSL, with first-class Azure support and GitHub Copilot integration for natural language diagram generation.Last updated4MIT
- 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.Last updated1519MIT
MCP ConnectorsBrowse all →
Independent build-vs-buy index: score software categories BUILD/BUY/BRIDGE/BEWARE.
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
Generate cloud architecture diagrams, flowcharts, and sequence diagrams.
AI data-center design engine: size, validate & lay out Rubin-era data centers. Korea live.
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.
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.
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.
Generate MantleKit setup plans and launch-ready SaaS blueprints from a product idea.
Provides UX capabilities to enhance the design output and understanding of AI systems.
Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, glTF/GLB.
MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.
EN Diagram — structural verification for concurrent systems. Pure math, no AI.
AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative whiteboard
Send a coupling matrix, get zone classifications and optimal factorization strategy.
Architecture docs and patterns for NestJS + Nuxt full-stack apps