Tools

12

Transport

Streamable HTTP

Auth

OAuth 2.1 + PKCE

Version

2.0.0

Tool categories

• 2 tools
  Generation
  Core text-to-image and text/image-to-video primitives.
• 5 tools
  Image tools
  Edit, expand, upscale, and explore image variations.
• 3 tools
  Characters
  Build characters, casts, UGC kits, and digital twins.
• 1 tool
  Video tools
  Enhance and operate on existing video clips.
• 1 tool
  3D
  Lift 2D references into 3D meshes.

Quickstart

Add the hosted server to your MCP client. Authentication runs through Supabase + Google via OAuth 2.1 + PKCE — no static API keys.

Example Configuration

Settings → Connectors → Add custom connector
URL: https://<your-fly-app>.fly.dev/mcp/

Where to next

• Getting started
  Provision OAuth, connect a client, and call your first tool.
• Tool reference
  Every WM Studio MCP tool — params, examples, errors, related calls.
• Workflows
  End-to-end recipes: generate → upscale, camera angles, brand campaigns, casting → UGC.
• Errors
  Common failure modes and the right recovery paths.