Senro - Test WebMCP tools and monitor them in production
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Senro is the WebMCP evaluation and observability platform. Test WebMCP tools using goal-oriented and trajectory evaluations across LLMs and languages, inspect detailed execution traces, and monitor tool usage in production.
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Hey Product Hunt! I'm Nart, founder of Senro.
Six weeks ago, I learned about WebMCP and noticed a gap: how can developers reliably evaluate WebMCP tools and monitor how they're used in production?
That's what led me to build Senro.
With Senro, you can run goal-oriented and trajectory evaluations across LLMs and languages, inspect execution traces, and monitor real WebMCP tool usage.
There's a free plan with 250 evaluations and 25K observability events per month.
I'd love to hear your feedback, especially if you're building with WebMCP!