Developer tool for building and debugging AI shopping agents against live UCP-enabled stores (Shopify, WooCommerce, and more).
- Debug console — Full request/response logging with timing (ms), JSON payload inspection, and transport-level tracing across MCP, REST, and Embedded protocols
- Schema quality analyzer — Scores tool schemas A-F, catches missing items definitions, absent required fields, untyped parameters, and undescribed properties before they break your agent
- Tool inspector — Browse discovered MCP tools, inspect input schemas, invoke manually with a JSON editor, and examine raw responses
- Multi-model benchmarking — Run up to 5 LLMs side by side against the same store and prompt, compare token usage, tool call count, duration, and checkout success rate
- Session replay with backend event stream — Step through every model call, tool invocation, and response with nanosecond-precision timing. Toggle between chat view and a dark terminal event log
- Store audit engine — Automated 4-phase UCP capability scan: manifest discovery, MCP initialize, search probe, and capability detection. Scores performance (TTFB), data quality, and capability coverage
- Transport fallback debugging — Watch MCP-to-REST fallback in real time, per-tool. See which calls succeeded via MCP and which fell back, with error codes (-32601, HTTP 4xx/5xx)
- Token usage — Prompt/completion token breakdown per turn, per session, and per model across the leaderboard
- OAuth flow inspector — Visualize authorization code + PKCE flows, track token lifecycle, inspect scopes and refresh state
- Embeddable session replays — Share debug sessions via public URLs or embed as iframes for bug reports and documentation
UCP Playground lets you debug, test, and benchmark AI shopping agents against live UCP-enabled stores.
- for
- Store builders and AI agent developers integrating with commerce platforms
- pricing
- free
works withShopifyWooCommerceMCPRESTA2AEmbedded Checkout
Key features
8 features of UCP Playground
- Debug console — Full request/response logging with timing, JSON inspection and transport-level tracing across MCP, REST and Embedded protocols.
- Schema quality analyzer — Scores tool schemas A-F and catches missing definitions, required fields and untyped parameters before agents break.
- Multi-model benchmarking — Run up to 5 LLMs side-by-side on the same store and prompt, comparing token usage, call count, duration and checkout success.
- Session replay — Nanosecond-precision replay of every model call and tool invocation, viewable as chat or terminal log.
- Store audit engine — Automated 4-phase UCP capability scan that scores performance, data quality and capability coverage.
- OAuth flow inspector — Visualizes authorization code and PKCE flows, tracks token lifecycle, scopes and refresh state.
- Embeddable replays — Share debug sessions via public URLs or embed as iframes for documentation and bug reports.
- Transport fallback debugging — Shows MCP-to-REST fallback in real time, indicating which calls succeeded via MCP and which fell back.
Use cases
- Validate an AI shopping agent against a live Shopify store before release
- Compare performance of Claude, GPT-4o and Gemini on the same checkout flow
- Integrate automated regression runs into CI pipelines via the REST API
- Inspect OAuth token handling for a custom checkout integration
- Benchmark token usage and latency across multiple LLM providers
UCP Playground vs alternatives
UCP Playground | Pocketenv | Syrin - Static Contract Analysis for MCP Servers | Fine | ||
|---|---|---|---|---|---|
| Best for | Debugging and benchmarking agentic commerce integrations | General agent sandboxing | MCP server hosting | Static MCP contract analysis | AI-agent-driven software creation |
| Pricing | Free | Free | Subscription | Free | Free |
| DevHunt upvotes | 2 | 73 | 29 | 24 | 75 |
| Launched | Mar 2026 | Apr 2026 | Jan 2026 | Feb 2026 | Jan 2023 |
- UCP Playground vs Pocketenv: Provides a universal sandbox runtime for agents, but not focused on commerce-specific debugging
- UCP Playground vs Unified MCP Server: Offers a full MCP server with thousands of tools, whereas UCP Playground is a testing harness
- UCP Playground vs Syrin - Static Contract Analysis for MCP Servers: Analyzes MCP contracts statically, while UCP Playground runs live integration tests
- UCP Playground vs Fine: Enables building software with AI agents but lacks the detailed commerce integration debugging features
UCP Playground FAQ
Do I need to host anything to use UCP Playground?+
No, the cloud runtime runs sessions server-side; a local runtime is announced for future release.
Can I run the harness programmatically?+
Yes, you can run sessions over REST with a bearer token and pipe results into CI or dashboards.
What stores can I test against?+
UCP Playground supports real public UCP storefronts like allbirds.com and kyliecosmetics.com, plus your own builds and localhost.
How many models can I benchmark at once?+
Up to 5 LLMs can be run side-by-side on the same target and prompt.
Is the tool free?+
Yes, it is free to use; signing up unlocks session history and additional features.
Can I share debugging sessions with my team?+
Yes, sessions can be shared via public URLs or embedded as iframes.
Summarized by DevHunt from ucpplayground.com · Sep 27, 2026. Details may change; check the official site.

UCP Playground
Pocketenv
Syrin - Static Contract Analysis for MCP Servers
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