Viral Hooks
[00]Toaster API

Video generation APIs for agents.

APIs that one-shot ready-to-post content. Stop wasting credits on endless iterations.

Coming soon — new endpoints shipping every week.

Coming soon
Request early accessView roadmap
toaster · agent render

Toaster API

POST /v1/avatar/render

Soon
01

Structured props in

script · avatar · format · style

02

Toaster pipeline

deterministic · production defaults

03

Ready-to-post MP4

9:16 · captions · hook-safe

Claude CodeOpen ClawCursorCodex
[01] Trusted by builders

Used by professionals from

Cursor
Claude Code
Open Claw
Codex
Agent teams
Growth studios
[02] The problem

Orchestrating raw models doesn't get you to production.

Video foundation models are stochastic. Output quality decays exponentially as scenes stack up — just like the gradient vanishing problem.

multi-scene agent loop

Output quality by scene

S1
92%
S2
74%
S3
51%
S4
28%
S5
12%

Every retry burns credits. Agents need a layer above the raw models.

[03] Agent-native API

We need an agent-native API.

To unlock truly autonomous, production-level video creation, the abstraction layer itself must evolve — from stochastic model access toward controllable, deterministic APIs.

  1. 01

    Prop-based inputs

    Agents send structured props — not vibes. Scripts, avatars, formats, and style tokens.

  2. 02

    Deterministic defaults

    Opinionated pipelines return production-grade video on the first shot.

  3. 03

    Weekly surface area

    New APIs every single week. Ship faster without re-wiring your orchestration layer.

New APIs every single week

Toaster provides prop-based deterministic APIs that return production-grade video on the first shot.

[04] Roadmap

Controllable video primitives for agent workflows

Ship one component at a time. Each endpoint is opinionated, typed, and built for orchestration layers.

  • [01]

    Toaster Avatar 1.0

    Human component of agentic video generation.

    Coming soon…

  • [02]

    Cinematic component

    Film-grade motion, lighting, and scene composition on the first call.

    Coming soon…

  • [03]

    Video understanding component

    Structured analysis agents can plan against — not raw model noise.

    Coming soon…

  • [04]

    Viral marketing content component

    Hook-led, platform-native clips built for distribution, not demos.

    Coming soon…

[05]Integrations

Connect Toaster to your agent

Use the prompt to connect Codex, Cursor, Claude Code, OpenClaw, Hermes, and the rest of your stack.

Claude CodeOpen ClawCursorCodexHermes

Claude Code

Open Claw

Cursor

Codex

↓ one deterministic render call ↓

Toaster API

Agent setup
# Connect Toaster to your coding agent
Add Toaster as a video generation tool in your agent config.

export TOASTER_API_KEY="your_key_here"

# Example: generate avatar UGC from structured props
curl -X POST https://api.viralhooks.org/toaster/v1/avatar/render \
  -H "Authorization: Bearer $TOASTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "script": "Hook + payoff in under 12 seconds",
    "avatar": "creator-west-01",
    "format": "9:16",
    "style": "ugc-native"
  }'

FAQ

Questions about Toaster

Everything teams ask before wiring Toaster into agent workflows, avatar generation, and production video pipelines.

What does Toaster generate?

Toaster turns structured props into ready-to-post avatar and UGC-style videos, so agents can produce consistent content without manually prompting raw video models.

How is this different from raw model access?

Instead of sending open-ended prompts, your agent calls opinionated endpoints with predictable inputs, safety boundaries, and production-ready defaults.

Can we connect it to our agent stack?

Yes. Toaster is designed for agent-native workflows, with API-first integration patterns that fit orchestration layers, internal tools, and automated content pipelines.

How consistent are the generated videos?

Toaster prioritizes repeatable structure, stable outputs, and fewer failed generations, reducing the credit waste that comes from trial-and-error prompting.

What’s coming after Toaster Avatar 1.0?

We’re expanding the API surface into more controllable video components, so teams can assemble richer agent-generated campaigns over time.

[06]Founder office hours

Talk to the founder.

Book a 15-minute interview with the co-founder. We'll audit your manual workflows and show exactly which processes can be automated with AI.

  • We give you $50 of free credits.
  • A casual chat about what you're building and how you want to use Toaster.
Book a callEnterprise inquiry
dev@viralhooks.org

Toaster

Production video on the first shot.

Built by Viral Hooks. © ViralHooks, Inc. All Rights Reserved.