F A Q · T H E Q U E S T I O N S B U I L D E R S A S K
Answer the trust questions before they ask.
A vibe coder will try the page if the category is exciting. They will connect credits only if the money, files, publishing, and ownership model feel obvious.
Is this just a video editing API?
No. Video editing is one lane. The bigger idea is vibe broadcasting: source material becomes media, pages, posts, emails, booking flows, outreach, reports, and reusable assets.
Do giant files move through MCP?
No. MCP carries intent, IDs, constraints, approvals, and job state. Heavy media moves through signed upload sessions, imports, and asset URLs.
How do credits stay under control?
Every expensive job can estimate first, reserve with a cap, run asynchronously, settle actual usage, and refund unused credits.
Can my users bring their own MangoMagic credits?
Yes. Partner apps can use OAuth so users spend from their own workspace. Apps can also bundle credits, resell fixed jobs, or run agency margin models.
Can it publish without review?
Only when the workspace allows it. Public publishing, paid boosts, high credit spend, customer quotes, and private meeting reuse should support approval gates.
What should a developer build first?
Start with one narrow button: generate clips from a recording, build a page from a webinar, or create an episode launch pack. Prove value before exposing the whole toolbox.
Can agencies white-label this?
Yes. Agencies can create client workspaces, attach brand kits, run recipes, collect approvals, deliver assets, and report credit-backed margins.
What happens when a job fails?
The job returns a stable error code, logs, retry guidance, suggested next tool, and credit behaviour. The user sees a useful next step, not a dead end.
How does this fit Cursor, Claude, ChatGPT, or internal agents?
They connect to the same remote MCP server. The agent can read workspace context, estimate spend, import assets, run recipes, watch jobs, and return deliverables.
Why would users pay for this?
Because it turns expensive creative operations into outcomes they can request from any app: clips, pages, campaigns, launch packs, proof libraries, and reporting.
What makes it safe for private meetings?
Private meeting reuse can require consent, redaction, review queues, publish locks, retention rules, and audit trails before any public asset is created.
What is the best public demo?
Upload one messy recording. Ask an agent for a launch pack. Show the estimate, approval, running job, rendered clips, page, posts, and settled credits.