ToRivers — AI Automation Marketplace

ToRivers is an AI automation marketplace with near-zero marginal cost economics. Developers build workflows, customers run them, and the platform handles billing, credentials, and execution.

Why It Exists

AI automation is becoming commodified. Distribution and developer experience are not. ToRivers abstracts away infrastructure so developers focus on logic, and customers just press “run.”

How It Works

1. Developers build automations using the Python SDK (pip install torivers-sdk) or by chatting with Claude Code via MCP
2. Automations run on LangGraph with Celery workers — scheduled, webhook-triggered, or manual
3. Customers browse the marketplace, install automations, and pay per execution from a wallet
4. Credentials are encrypted with AES-256-GCM — third-party code never sees API keys

What’s Running

• SEO Flywheel — weekly automation for Viamar: pulls GA4 + GSC + Clarity analytics, generates optimization decisions, updates WordPress automatically
• Marketplace dashboard — browse, filter, install, execute
• Developer portal — submit automations, track analytics, earn revenue
• Wallet + Stripe billing — top up, pay per run, auto-refund on failure

The Stack

Layer	Technology
Frontend	Next.js 15, tRPC, Supabase Auth
Execution	FastAPI, Celery, Redis, LangGraph
AI Models	Gemma 4 (local, free), Gemini, Claude
Billing	Stripe wallets, per-execution pricing
Distribution	MCP server (30 tools), PyPI SDK
Security	AES-256-GCM credential proxy, JWT isolation

What Makes It Different

• MCP-native — accessible from Claude Code, not just a website. Developers build automations by chatting.
• Zero marginal cost — open models (Gemma 4, Apache 2.0) mean workflows run for pennies
• Credential isolation — third-party code never touches API keys. Unlocks trust for a developer marketplace.
• SDK on PyPI — pip install torivers-sdk and start building

Links

• App
• Marketing site
• Engine