A guide to interface components in UI design MCP Connectors

Agent-design pattern guidance via 5 hosted read-only tools; Streamable HTTP, no auth, one Release.

Agent Orchestration Software Architecture

51

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.

Cloud Platforms Testing & QA Tools Software Architecture

92

dot•requirements AOAuth

io.dotrequirements

Write product documentation to share with your whole team, including testable specifications.

Developer Tools Documentation Access Software Architecture

201

Arne Kellmann Consulting A

de.arnekellmann

Read consulting services and search public architecture consulting documents in English or German.

Software Architecture Documentation Access

31

SparkVibeAI Spec Committee A

com.sparkvibeai

Commission a multi-model AI spec committee from your agent; get rubric-scored, build-ready specs.

Software Architecture Product Management Developer Tools

11

draw.io A

io.draw

Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+ searchable shapes.

Data Visualization Software Architecture Design Tools

215,405

Flowgraf A

in.flowgraf

Create and edit architecture diagrams from your AI agent; get an SVG and a live editable canvas.

Software Architecture Design Tools

32

xmp4 — Semantic code knowledge for your stack A

ai.example4

OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

Code Analysis Developer Tools Software Architecture

162

Forge Engine A

app.forgeengine

Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.

Coding Agents Software Architecture

542

Canvs A

io.github.voronkovm

AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative whiteboard

Software Architecture Developer Tools App Automation

62

MantleKit Launch Planner A

dev.mantlekit

Generate MantleKit setup plans and launch-ready SaaS blueprints from a product idea.

Product Management Software Architecture

42

mcp A

com.googleapis.design

Provides UX capabilities to enhance the design output and understanding of AI systems.

Design Tools AI & Machine Learning Software Architecture

52

factorguide A

io.factorguide

Send a coupling matrix, get zone classifications and optimal factorization strategy.

Software Architecture Code Analysis Research & Data

72

Whimsical

com.whimsical

Create and edit flowcharts, mind maps, wireframes, and docs in Whimsical, or search your workspace.

Design Tools Software Architecture Workplace & Productivity

14

MiroOAuth

io.github.miroapp

Official Miro MCP server - Supports context to code and creating diagrams, docs, and data tables.

Software Architecture App Automation Workplace & Productivity

2151

AI Diagram Maker MCP Server A

com.aidiagrammaker.mcp

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.

Software Architecture Developer Tools App Automation

2