the linkedin profile scrape into a sheet every morning.
someone opens a browser, finds 10 linkedin profiles matching a search, pulls job title, company, headcount, and pastes it into a sheet. thirty minutes of work. paid $15/hr. done by a human.
now: one mcp connector to a search source, one to google sheets, claude sitting in the middle reading the prompt, calling the tools, deciding when it's done.
one prompt in → 10 rows populated → no human touching any step in between.
that's not the 'claude runs a company' demo. that's a repetitive cognitive task that used to require a hire, now running on a cron job.
the part nobody's really clocking: mcp didn't make this possible by being smarter. it made it possible by giving the model hands. read a page, write a cell, loop until done. that's the primitive.
you don't replace a task by building a chatbot. you replace it by pointing a pipeline at the tools the task used to touch. the connector layer is what changed. the model just needed somewhere to reach.
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