"Official Ads Manager Certification Program (MCP)" matching MCP servers:

Enables LLMs to search and retrieve official Cisco network diagram icons as RGB PNG images, with metadata and category listing tools for building topology diagrams.

Official draw.io MCP server: create diagrams from Mermaid, XML or CSV, shown inline in Claude, ChatGPT, VS Code and Cursor or opened in the draw.io editor. Searches 10,000+ shapes.

Lets AI agents draw professional cloud architecture diagrams with the official AWS, Azure and Google Cloud icons, from a plain description, a JSON graph or Terraform code.

diagramzu-mcp lets an AI client (Claude, Cursor, ChatGPT, etc.) author Mermaid diagrams in a shared workspace that a team can read, comment on, embed, and present at a clean URL — rather than just generating a one-off diagram. Hosted endpoint https://mcp.diagramzu.ai/mcp or local npx -y @diagramzu/mcp. Also listed in the official MCP registry as ai.diagramzu/mcp.

Enables generating editable draw.io architecture diagrams from system descriptions, with automatic ELK layout, official icons, layered views, and objective quality scoring.

MCP server for generating architecture diagrams with official vendor icons from natural language descriptions. Provides tools to validate specs, render diagrams, search icon catalog, and list available services.

Enables visualization of Terraform plan changes as interactive cloud architecture diagrams with official AWS, Azure, and GCP icons, showing resource dependencies and changes.

Enables AI agents to draw SAP BTP solution diagrams on a live draw.io canvas from plain-language descriptions, using 111 built-in SAP BTP icons and the official SAP BTP Solution Diagram grammar. It auto-loads a drawing constitution and exposes guideline and example tools so colours, connector semantics, and area nesting follow SAP conventions.

Enables AI assistants to compile, validate, and explore D2 diagrams using the official D2 WASM package. It provides tools for generating SVGs with custom layouts, themes, and icons directly from D2 source code.