MCP server generating software engineering diagrams from text, code, ASCII, images, or Mermaid with inline rendering and editable URLs.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
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π‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Inspect callable tools, capabilities, and parameters exposed to AI agents by AI Diagram Maker MCP.
generate_diagram_from_textGenerate a diagram from a natural language description.
generate_diagram_from_jsonConvert a JSON structure into a diagram (great for API responses, database schemas, config files).
generate_diagram_from_asciiConvert ASCII art into a polished diagram.
generate_diagram_from_imageConvert a whiteboard photo, screenshot, or any image into a clean diagram.
generate_diagram_from_mermaidConvert a Mermaid diagram definition to D2 and return a PNG image.
MCP server for AI Diagram Maker β generate beautiful software engineering diagrams directly inside Cursor, Claude Desktop, Claude Code, or any MCP-compatible AI agent.
The public MCP endpoint is https://mcp.aidiagrammaker.com/mcp (Streamable HTTP). Nothing to install for this option.
For remote HTTP clients, send your API key on every request β not via environment variables:
X-ADM-API-Key: <your_api_key> (recommended), orAuthorization: Bearer <your_api_key>Use the API key from your AI Diagram Maker account (see Prerequisites).
Merge this into your clientβs MCP config (replace the API key placeholder):
Use the remote server JSON example above and wire it into your client using MCP client configuration. No global install.
Nothing to install permanently β npx runs the package on demand. The package name is ai-diagram-maker-mcp; append @latest if you want every invocation to resolve the newest release (recommended for one-off runs and claude mcp add).
Add to ~/.cursor/mcp.json or Settings β MCP using the remote server JSON example. No environment variables are required for this setup.
Optional: add "ADM_DEBUG": "1" to env for debug logging β see Environment variables.
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
To run an HTTP server yourself (same header-based auth as Authentication (HTTP)):
The server listens on $PORT or 3001. Point clients at /mcp and send the API key with each request using the headers above.
| Variable | Required | Default | Description |
|---|---|---|---|
ADM_API_KEY | Yes (stdio only) | β | Your AI Diagram Maker API key (stdio transport only; remote HTTP clients use headers β see Authentication (HTTP)) |
ADM_BASE_URL | No | https://app.aidiagrammaker.com | Override for local/staging API; also used as the base for diagram URLs in tool responses |
ADM_DEBUG | No | β | Set to 1, true, or yes to log request parameters from the AI agent and the payload sent to the AI Diagram Maker API. Logs go to stderr. In Cursor, open Output, choose the MCP or ai-diagram-maker channel to read the server logs. |
generate_diagram_from_textGenerate a diagram from a natural language description.
| Parameter | Type | Required | Description |
|---|---|---|---|
content | string | Yes | Natural language description of the diagram |
diagramType | enum | No | flowchart, sequence, erd, system_architecture, uml |
prompt | string | No | Additional styling/layout instruction |
Example prompts:
generate_diagram_from_jsonConvert a JSON structure into a diagram (great for API responses, database schemas, config files).
| Parameter | Type | Required | Description |
|---|---|---|---|
content | string | Yes | JSON string to visualise |
prompt | string | No | How to interpret the JSON |
diagramType | enum | No | Preferred diagram type |
generate_diagram_from_asciiConvert ASCII art into a polished diagram.
| Parameter | Type | Required | Description |
|---|---|---|---|
content | string | Yes | Raw ASCII art diagram |
prompt | string | No | Rendering instructions |
diagramType | enum | No | Preferred diagram type |
generate_diagram_from_imageConvert a whiteboard photo, screenshot, or any image into a clean diagram.
| Parameter | Type | Required | Description |
|---|---|---|---|
content | string | Yes | Public image URL or base64 data URI |
prompt | string | No | What to extract or how to render |
diagramType | enum | No | Preferred output diagram type |
generate_diagram_from_mermaidConvert a Mermaid diagram definition to D2 and return a PNG image.
| Parameter | Type | Required | Description |
|---|---|---|---|
content | string | Yes | Mermaid diagram source (e.g. flowchart, sequenceDiagram, erDiagram) |
prompt | string | No | Optional layout or styling instruction |
diagramType | enum | No | Preferred diagram type for the converted output |
The AI agent will automatically select the right tool when you use phrases like:
adm ...ai diagram maker ...create a diagram of ...show me a flowchart / sequence diagram / ERD / architecture ...visualise / draw / diagram ...Use these steps to clone the repo, build locally, and run the MCP server with Node.
If you change the AI Diagram Maker OpenAPI spec or config, regenerate the client:
This compiles TypeScript and builds the MCP app UI into dist/. The server entrypoint is dist/index.js.
stdio (default) β for use with Cursor, Claude Desktop, etc.:
Or use the npm script:
HTTP transport β for remote clients or testing (same headers as Authentication (HTTP)):
Or:
The HTTP server listens on $PORT (default 3001).
Point Cursor at your built server via Settings β MCP (or ~/.cursor/mcp.json):
Replace /absolute/path/to/ai-diagram-maker-mcp with the actual path to your cloned repo. After changing the config, restart Cursor or reload the MCP servers.
For debug logging, add "ADM_DEBUG": "1" to env β see Environment variables.
MIT
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