flowgraf-mcp

Create and edit clean, editable architecture diagrams from your AI agent — in plain English.

Flowgraf turns a description of a system into a clean, auto-laid-out architecture diagram — then hands back a link to a live canvas you can keep editing, by chat or by hand. This package is the stdio proxy for MCP clients that speak stdio: it forwards to Flowgraf's hosted MCP endpoint. No API key, no LLM cost to you — your agent authors the diagram, Flowgraf lays it out and renders it.

npx -y flowgraf-mcp

Why

Drawing architecture diagrams by hand is slow and rots the moment the system changes. With Flowgraf, you describe the system once and get a diagram you can edit semantically — "add a Redis cache between the API and the database" — and the edges re-route themselves.

Related MCP server: Agentled MCP Server

Tools

The proxy forwards Flowgraf's tool list verbatim, so it always mirrors what the server exposes. Today that's three tools:

Install

Requires Node.js 18+.

Claude Code

Recommended — point Claude Code straight at the hosted remote endpoint (no local process to run):

claude mcp add --transport http flowgraf https://flowgraf.in/api/mcp

…or run it through this stdio proxy:

claude mcp add flowgraf npx flowgraf-mcp

Cursor / Windsurf (stdio)

Add to your MCP config (~/.cursor/mcp.json for Cursor):

{
  "mcpServers": {
    "flowgraf": {
      "command": "npx",
      "args": ["-y", "flowgraf-mcp"]
    }
  }
}

OpenCode (stdio)

Add this to ~/.config/opencode/opencode.json for all projects, or to opencode.json in a project root:

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "flowgraf": {
      "type": "local",
      "command": ["npx", "-y", "flowgraf-mcp"],
      "enabled": true
    }
  }
}

Fully quit and restart OpenCode, then verify the server before your first prompt:

opencode mcp list

Expected status: flowgraf connected. Start opencode in the configured project and paste one of the prompts below. This path is verified through the local stdio proxy. Direct remote Streamable HTTP configuration is not yet verified for Flowgraf in OpenCode.

Anything else

npx -y flowgraf-mcp

The proxy speaks the Model Context Protocol over stdio and forwards to the hosted API.

How it works

flowgraf-mcp is a thin, transparent stdio proxy. It has zero business logic: tools/list and tools/call are forwarded verbatim to Flowgraf's hosted MCP endpoint (/api/mcp). Whatever the remote returns is handed straight back to your client.

That means two things:

• The tools you see are always exactly what Flowgraf ships — nothing to keep in sync here.

• You can skip the proxy entirely and connect any MCP client directly to https://flowgraf.in/api/mcp over HTTP (this is the recommended mode for Claude Code).

Example

"Create an architecture diagram: a user hits an API gateway in a VPC, which talks to a Postgres database."

→ create_diagram returns an SVG and a link like https://flowgraf.in/d/abc123. Open it to edit on the canvas.

"Add a Redis cache between the API and the database."

→ edit_diagram inserts the cache and re-routes the edge automatically — no manual cleanup.

Configuration

By default the proxy targets Flowgraf's hosted endpoint. Override it (e.g. for local development) with an environment variable:

Copyable prompts

Simple

Create an architecture diagram of a web app where users connect to a load balancer, which routes requests to two app servers backed by a Postgres database. Return the editable Flowgraf canvas link.

Medium

Create an architecture diagram of a RAG pipeline: a user query reaches an API, the API creates an embedding, searches a vector database, sends the retrieved context to an LLM, and returns the answer. Group ingestion separately with object storage, a document processor, and the same vector database. Return the editable Flowgraf canvas link.

Edit an existing diagram

Using the Flowgraf diagram from the previous response, insert a message queue between the API and the workers, preserve the existing components, and return the updated canvas link.

Links

• Website: https://flowgraf.in

• MCP endpoint: https://flowgraf.in/api/mcp

License

MIT