Generate UML and other diagrams through the [Model Context Protocol](https://modelcontextprotocol.io/).
If you want an AI assistant working directly with Uml MCP, the uml mcp mcp server is the bridge. Generate UML and other diagrams through the Model Context Protocol.
Generate UML and other diagrams through the Model Context Protocol.
Once connected, the assistant can call these 7 tools directly:
generate_uml — Render a diagram; omit output_dir for URL/base64 onlyvalidate_uml — Structural validation before render; strict enables extra Mermaid/D2 checkslist_diagram_types — Same metadata as uml://types when resources are awkwardgenerate_uml_batch — Multiple diagrams in one call (cap: MCP_BATCH_MAX_ITEMS)Tools — The Tools tool exposed by this serverVercel — 1. Connect the repo to Vercel 2. Use https://.vercel.app/mcp 3. Keep /mcp in all MCP client URLsSmithery — 1. Open smithery.ai/new, choose URL 2. Enter https://.vercel.app/mcp 3. Configure display name, description, andSetup follows the standard MCP pattern: clone or install the server, then register it in your client's configuration file and restart the client. The configuration snippets on this page cover Claude Desktop, Claude Code and Cursor.
Cloud and DevOps servers put infrastructure on speaking terms with your assistant, so "why is this broken?" is answered from real state rather than a generic checklist. Uml MCP sits in that group, and the shape of its toolset — generate_uml, validate_uml, list_diagram_types among others — tells you what it is really for. Worth comparing against the other cloud devops servers in this directory before you commit to one, since several overlap in scope but differ sharply in setup cost and permissions.
| Tool | What it does |
|---|---|
| generate_uml | Render a diagram; omit output_dir for URL/base64 only |
| validate_uml | Structural validation before render; strict enables extra Mermaid/D2 checks |
| list_diagram_types | Same metadata as uml://types when resources are awkward |
| generate_uml_batch | Multiple diagrams in one call (cap: MCP_BATCH_MAX_ITEMS) |
| Tools | The Tools tool exposed by this server. |
| Vercel | 1. Connect the repo to [Vercel](https://vercel.com) 2. Use https://<project>.vercel.app/mcp 3. Keep /mcp in all MCP client URLs |
| Smithery | 1. Open [smithery.ai/new](https://smithery.ai/new), choose **URL** 2. Enter https://<project>.vercel.app/mcp 3. Configure display name, description, and homepage |
Manage your whole Supabase project in conversation — database, auth, storage, Edge Functions and branches.
Stop letting your assistant hallucinate n8n node parameters — this server hands it the real schemas, templates and validation.
AWS Labs' official server suite — current AWS docs, CDK guidance, cost analysis and service tools.
Cloud browsers for AI agents — automation sessions that run in Browserbase's fleet, not on your machine.
Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.
Dashboards, Prometheus and Loki queries, incidents and alerts — observability by conversation.