Gallery · 2,847 WebMCPs shipped
Real tools agents are calling right now.
Every entry below is a production WebMCP shipped with Studio — pulled from 5.3M agent invocations across 5of the top coding & chat agents. Try any of them, or click a card to re-run the pipeline on the source site.
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9 of 9 toolsB
Travel
SampleBook a flight
booknow.travel
search_and_book_flight()
Round-trip search + checkout in a single agent call.
2.1M+38%~480ms · 94% ok
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Commerce
SampleAdd to cart & checkout
shophaus.com
checkout_cart()
Fill the cart, apply a promo, start checkout — all in one tool.
840K+24%~320ms · 96% ok
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DevTools
SampleOpen a pull request
gitforge.dev
create_pull_request()
Draft → review-ready PR straight from your editor's agent.
612K+17%~210ms · 98% ok
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Hospitality
SampleReserve a hotel room
stayloop.com
reserve_room()
Find, hold, and pre-fill the reservation.
489K+12%~390ms · 91% ok
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Docs
SampleSearch the docs
linkwise.io
search_docs()
Full-text + semantic search across the docs hub.
331K+9%~160ms · 99% ok
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Finance
SampleSend an invoice
paymint.co
send_invoice()
Draft + email an invoice to a contact in seconds.
298K+7%~270ms · 95% ok
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Productivity
SampleSchedule a meeting
formwise.io
schedule_meeting()
Pick a slot across everyone's calendars and send invites.
264K+6%~440ms · 90% ok
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Analytics
SampleQuery the dataset
northwind.bi
run_query()
Natural-language → SQL → table, with provenance.
218K+5%~560ms · 88% ok
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Commerce
SampleReturn an order
globex.store
start_return()
RMA in one call — label + refund ETA included.
189K+4%~310ms · 93% ok
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