Architecture & Design MCP Servers

draw.io diagrams your AI agent draws on a live browser canvas that you can also edit by hand

Draw cloud architecture diagrams with official AWS, Azure and GCP icons from a prompt or Terraform.

Bidirectional Figma bridge: turn selections into framework-aware code reusing your components and tokens, or create frames, text, styles,…

Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.

AI-native MCP server to design and manage Cisco network diagrams (L1/L2/L3, PPT/SVG) from LLMs.

Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling

Author, ROM-validate, and render 3D human movement (.posecode) with a shareable playground link.

Mermaid diagram generation (flowcharts, sequence, class, ER, architecture and state diagrams) with templates, layout engines and…

Local design engine for AI agents: create, edit and export real, editable designs.

Declarative BIM / Building-as-Code engine: model buildings in YAML, compute deterministic QTO/cost estimations, compile to IFC4, and view…

Compose branded visual documents with live preview, data collections, validation, and PDF export.

Turn local projects or GitHub repositories into Mermaid diagrams rendered via Kroki.

Detect contradictions and architectural drift in Kubernetes manifests, READMEs, OpenAPI specs and Word docs, with deterministic scoring…

Generate software diagrams from natural language, code, ASCII, images, Mermaid.

Brand atomic system over MCP: verbal, visual, motion, tokens, and a magic_trick taste primer.

Open-source mind maps and whiteboard your agent draws on live: 22 tools for mind maps, notes, shapes, tables, charts, connectors, comments…

Mine the architecture rules your TypeScript repo already enforces, with the evidence attached.

Expert design & marketing MCP: UI/UX, design languages, SEO/GEO, tokens, a11y, recipes.

Memory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.

Create workflow, sequence, architecture, and mind map diagrams via AI assistants.

Generate iOS UI mockups as PNG and HTML from a text prompt, using Claude and a headless Playwright renderer.

Bridge to live SysML v1 models in CATIA Magic: query, audit, trace and edit blocks, requirements, allocations and diagrams over a local,…

Deterministic AI data-center design for Korea (NVIDIA Rubin era, 22.9 kV intake): rack count, PUE, total MVA, cooling split, CDU planning,…

Yapı ruhsatı IFC modelini Türkiye dijital proje yönetmeliğine (RG 33331) göre denetler; EK-9 formu

Agent-native UI/UX design validation: journey completeness, state coverage, and WCAG checks.

AETumi MCP - Three.js/WebGL 3D web scenes, components & templates you own the source of.

Cinematic website prompts plus demo footage, tuned for Lovable, Bolt, Cursor, Claude and Codex.

Maps any repo into an architecture diagram (Mermaid/Graphviz) and enforces architecture rules in CI

A complete color workflow over MCP: mix, convert, harmonize, measure, place, and remember palettes.

Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and share.

Catch bad animations before they ship. Deterministic motion audit + vision-LLM design review.

Create and edit Excalidraw diagrams in your CanvasKeep workspace, with auto-layout and folders.

Mechanically validated frontend aesthetics for coding agents: an evidence-ranked palette library, OKLCH harmony generation, WCAG 2.2 +…

Design kits, brand naming, and domain research for coding agents.

AI interior, exterior and landscape design, photoreal rendering, image editing, video and 3D.

Curated Korean AEC expertise for AI agents: KDS·KCS·KS, building law, practice, and the reasoning.

Generate and edit AWS, Azure, GCP and Kubernetes architecture diagrams as editable draw.io files.

Decision tracking with prediction validation and outcome gates for AI agents

Build and edit real websites in Swebsy Studio from your coding agent — no per-token AI fees.

Local architecture gate and CLI that diffs AI edits against git HEAD to detect new cross-layer dependencies and structural changes.