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The Wundernode MCP server lets Claude (Claude Code, the Claude API, or a scheduled Claude task) build and run graphs on your account — the same operations the on-canvas copilot performs, exposed as MCP tools.

Connect Claude

claude.ai / Claude Desktop (recommended — no keys): go to Settings → Connectors → Add custom connector, paste https://app.wundernode.com/api/mcp, and click Connect. You’ll be sent to Wundernode to sign in (if needed) and approve access; that’s it. Tokens are short-lived, scoped, and revocable — no secrets to store. Claude Code (also no keys):
then run /mcp inside a session and pick Authenticate for wundernode — your browser opens the same approval page. During authorization you grant three scopes: graphs:read (view graphs and results), graphs:write (create/edit graphs, upload assets), and graphs:run (run generations — spends credits). OAuth clients can never manage API keys. API keys (stateless callers only): Claude surfaces — including claude.ai scheduled tasks — keep OAuth tokens refreshed automatically after the one-time approval, so they don’t need keys. Keys are for environments with no durable token store: ephemeral CI runners, raw API scripts, third-party automation platforms. Create one on the API Keys page in Settings and send it as a header — keys have full account access, so treat them like passwords and revoke when unused: