vending-bench
An open source vending machine benchmark: a long-horizon agentic business simulation served over MCP, shipped as a Harbor task.
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GITHUB · launched Sep 14, 2026 · 9 upvotes (top 80%) · 0 views
Niche: ai agent evaluation platforms · 182 launches, 8 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 182 launches in ai agent evaluation platforms →
Could you build this?
Yes It is a benchmark environment simulating a vending machine business exposed via Model Context Protocol (MCP), which consists of state machine logic and standard API schemas easily vibe-coded.
Competitors
Other products that read as similar to this one : 2613 launches clear the similarity bar, closest 8 shown.
Attention rank: #2053 of 2614 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 320 days after the earliest competitor.
- Maingen: Simulations of real industrial operations, so agents can run the physical world · yc · 2026-08-07 · 6 upvotes · similarity 0.62
- Studio: The simulation engine for market behavior · yc · 2026-08-21 · 14 upvotes · similarity 0.60
- Veris · hn · 2026-05-07 · 9 upvotes · similarity 0.59
- agent-money-bench · github · 2026-11-02 · 38 upvotes · similarity 0.57
- OJCP · hn · 2026-08-11 · 11 upvotes · similarity 0.57
- BLINDSPOT · github · 2026-09-14 · 15 upvotes · similarity 0.57
- Async - Specialized AI agents, that automate costly work for small businesses. · yc · 2026-08-10 · 8 upvotes · similarity 0.56
- copilot-superagent · github · 2026-11-02 · 28 upvotes · similarity 0.55
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.