WM Studio MCP
Build on the WM Studio creative stack
Hosted Model Context Protocol server for the WM Studio creative tools — generation, editing, characters, video, and 3D. Streamable HTTP, OAuth 2.1 + PKCE, 12 typed tools, production-ready from Claude, Cursor, and any compliant MCP client.
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.
Explore
5 tools
Image tools
Edit, expand, upscale, and explore image variations.
Explore
3 tools
Characters
Build characters, casts, UGC kits, and digital twins.
Explore
1 tools
Video tools
Enhance and operate on existing video clips.
Explore
1 tools
3D
Lift 2D references into 3D meshes.
Explore
Quickstart
Add the hosted server to your MCP client. Authentication runs through Supabase + Google via OAuth 2.1 + PKCE — no static API keys.
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.