The WebMCP Evaluation & Observability Platform ⬢

Get started →
Joined April 2025
Pinned Tweet
Senro is officially live! Test how AI agents interact with WebMCP tools across models and languages, inspect execution traces, and monitor tool usage in production. Get started for free: senro.ai
2
1
3
855
BigCommerce adds WebMCP support. In partnership with @Cloudflare, eligible stores let browser agents search products, compare prices and add items to carts. No merchant setup is required. Checkout stays on the store. Learn more from @BigCommerce: investors.bigcommerce.com/ne…
2
2
2
118
What’s new at Senro since launch: ⬢ Sharper workspace UI ⬢ Skill for generating test suites ⬢ Free model for running evaluations ⬢ Direct feedback channel to the founder ⬢ Demo page with a ready-made test suite Try Senro ↓ senro.ai?utm_source=x&utm_me…
1
1
4
204
Senro retweeted
The actual answer to the ultimate question of life, the universe, and everything should be “It depends” because it really depends! From The Agentic Web livestream with @kaskulikowski and @andreban.
1
2
5
206
Your site exposes WebMCP tools, but do AI agents actually call them correctly? Senro @Senro_AI tests those tools with smoke tests, goal and trajectory evaluation, and simulated users across multiple models. In production it tracks inputs, results and errors, with session timelines. It's freemium, with Free, Pro and Enterprise plans, built for WebMCP.
2
1
4
188
Kapa adds WebMCP support. Websites using Kapa can now expose a WebMCP tool that lets AI agents search their documentation without scraping pages. Results include source links, and enabling it takes a single script attribute. Learn more from @kapa_ai: kapa.ai/blog/kapa-webmcp?utm…
1
4
129
Senro retweeted
WebMCP can simplify complex workflows. Some tasks on websites require 5+ steps. Could WebMCP tools reduce that to just 1 or 2? Thanks for a great chat, @kaskulikowski and @andreban!
1
1
6
270
The Agentic Web is happening live! 🔥 This week we have a special guest! 🎉 Together with @andreban we are thrilled to welcome @nartmadi , CEO and Founder of @Senro_AI 🎉 We will be discussing WebMCP Evals, Observability, and way more 😉 What does "production-ready" mean for the Agentic Web? We’re diving deep into the tooling and testing patterns you need to know. 🕒 When: Friday at 5 PM CET / 8 AM PDT 🎥 Where: Live on twitch.tv/theagenticweb/ See you there! #TheAgenticWeb #WebMCP #Evals
1
4
1
14
2,050
Lovable adds WebMCP support. Developers can now use Lovable to generate WebMCP tools for their apps, allowing browser-based AI agents to perform actions within a user’s open tab and signed-in session. Learn more from @Lovable: docs.lovable.dev/features/ag…
1
2
2
3
1,205
WebMCP meets browser annotations. OpenAI demonstrated how users can select elements on a webpage and ask ChatGPT to modify them. Annotations identify what to change, while WebMCP provides the tools to do it. Learn more from @OpenAIDevs: learn.chatgpt.com/docs/annot…
4
156
Annotations paired with WebMCP give your agents more context to act on. Check out how @kagigz uses custom annotation controls and suggested prompts to help users edit scenes and update expenses in ChatGPT’s browser.
124
52
43
845
112,277
If you want to get even more in the weeds, checkout our @StripeDev deep-dive on how our support for WebMCP works youtube.com/watch?v=B-4NNffw…
We just rolled out support for WebMCP across @stripe Checkout UIs. In our benchmarking we saw 42% fewer tokens consumed and 38% fewer tools invoked when an agent had access to WebMCP when completing a payment.
3
2
18
2,186
Senro retweeted
If you’re building WebMCP tools, I’d greatly appreciate your feedback on @Senro_AI! I built Senro to help developers test WebMCP tools and monitor their usage in production. I take feedback seriously. senro.ai
1
2
6
158
PayPal recently tested the WebMCP proposed standard to streamline agentic commerce. By replacing more than 30 complex interface-interaction steps with 3 structured tool calls, they delivered a significantly faster and more consistent E2E checkout experience for AI assistants → goo.gle/4yXHc8E
4
22
3
151
21,185
Wix makes WebMCP accessible without coding. Its WebMCP app lets Wix site owners expose tools to browser-based AI agents, allowing agents to search catalogs, answer questions, add items to carts, and open checkout. Learn more from @Wix: dev.wix.com/docs/develop-web…
1
1
4
159
Builder.‌io is bringing WebMCP to coding agents. Its new /𝚠𝚎𝚋𝚖𝚌𝚙 skill lets coding agents discover and call tools exposed by web apps instead of relying on UI interaction. Learn more from @builderio: builder.io/blog/how-to-use-w…
2
1
14
1,749
Senro has joined Cloudflare for Startups. We received $10K in Cloudflare credits, which will help us support free users at launch. Thank you to @Cloudflare for the support.
1
2
149