Architecture & Design MCP Servers

Bidirectional Figma server over a local WebSocket relay: turn a selection into framework-aware code (reusing your components and tokens),…

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

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

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

AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams,…

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

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

MCP server that turns local projects or GitHub repositories into Mermaid diagrams and renders them via Kroki.

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.

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

Autonomous cross-source inconsistency & contradiction intelligence engine: audits declared assertions across Kubernetes manifests,…

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

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

Generate premium iOS mobile UI mockups (PNG + HTML) from a single text prompt. Pairs Claude (Opus 4.7 by default) with a Playwright…

AI-to-CATIA Magic bridge for live SysML v1 models: 130+ MCP tools to query, audit, trace, and edit blocks, requirements, allocations, and…

Deterministic AI data-center design engine exposed as MCP tools (design, validate, layout): rack count, design PUE, total MVA, liquid/air…

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, and remember palettes.

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

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

Cinematic website prompts as slash commands, tuned for Lovable, Bolt, Cursor and Claude.

A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities

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

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

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

Local MCP (`av_guard`) + CLI architecture gate: after AI edits, diff vs git HEAD for new cross-layer deps / structural changes…