Maria Vladi

Head of Product, e-commerce MCP builder Brazil, Mercado Livre and Shopee

[Maria Vladi @Marriavla]

Half of the day I’m looking at this pumpik bit and can’t work 😅

[Maria Vladi @Marriavla]

@mattyp It runs a big part of my week now. One bot watches our Mercado Livre shop and competitors through our own MCP. Another sends me a summary of my WhatsApp community every evening, with reply drafts for the threads I'm tagged in. A few more help with LinkedIn and X.

[Maria Vladi @Marriavla]

@elonmusk @bot Same here, my Bots have quietly become part of my workday too. Curious which task people usually hand off first once they start?

[Maria Vladi @Marriavla]

Proud of what our team builds. When JoomPulse MCP went live in Claude and ChatGPT, questions poured in, even from Silicon Valley. There was no playbook, only a few hundred MCPs in the world. So we wrote up what we learned:

https://t.co/D2i9x0rsiT

[Maria Vladi @Marriavla]

Getting sick while working at a startup is bad enough. Getting sick right before a planned family trip to the USA is just awful.

[Maria Vladi @Marriavla]

@AayushStack Agreed, the build is the quick part. What do you think earns that trust in the end: a track record, the docs, or who built it?

[Maria Vladi @Marriavla]

@Alex_Ayoub_ Oh yeah, this is the challenge

[Maria Vladi @Marriavla]

Some people connect our MCP and then have no idea what to ask. So we built onboarding into the MCP itself: ask "How can I use you?" and you get a short welcome, a menu of 6 lessons and ready-made questions for Mercado Livre, Shopee and JoomPro.

MCP builders, are you doing something like this for a mass audience, or do users have to figure it out on their own?

#MCP #AIagents #ecommerce

[Maria Vladi @Marriavla]

@Alex_Ayoub_ Cool! So how are the results? Are users using it? Are they praising it or complaining?

[Maria Vladi @Marriavla]

@fballiano Mcp always asks for approve?

[Maria Vladi @Marriavla]

@DeRonin_ Really useful checklist, especially the point that tool names and descriptions decide whether the model calls you at all. Did you see usage change after rewriting them?

[Maria Vladi @Marriavla]

@bot set this up for me

[Maria Vladi @Marriavla]

@aloo Following this one. I'd love to hear how people handle it when the generated code fails halfway through.

[Maria Vladi @Marriavla]

@e1kham Profit per product after fees and shipping is a really useful view, the payout total alone hides a lot. Would you also show ad spend per item?

[Maria Vladi @Marriavla]

@davidshim @ReadAI_ Congrats on shipping the new updates! Searching meetings by what was said instead of by date sounds really useful for pulling context into other tools.

[Maria Vladi @Marriavla]

@eric_seufert Good catch on the combined line. Do you think there's enough real data yet for anyone to split agentic commerce out from ads?

[Maria Vladi @Marriavla]

@agentic_ai Interesting shift from Amex. Do you see intent working as a short mandate the shopper approves upfront, or as something the agent explains at the moment of purchase?

[Maria Vladi @Marriavla]

@Nandakishorm1 Congrats on the launch! The small-to-large model cascade is a really smart idea.

[Maria Vladi @Marriavla]

@sandislonjsak Bold move, and impressive that a month of subscriptions was enough to build it. Which part was the hardest to replace?