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Recipes

Each of these is also an MCP prompt — clients that support prompts can offer them as one-click workflows.

Build an enriched local lead list

A contactable, verified B2B prospect list for one niche in one city.

google_maps_searchwebsite_email_findemail_verify

  1. google_maps_search { query: <niche>, location: <city>, limit: 25 } — the businesses, with phone/website/rating.
  2. For each row that has a website: website_email_find { website: <that domain> } — public emails, phones, socials.
  3. email_verify { emails: [...collected addresses] } — drop anything that is not 'deliverable' before you hand the list over.
  4. Report per lead: name, phone, website, best verified email, rating/review count.

Find businesses that are NOT advertising (agency prospecting)

A ranked list of local businesses running no ads, with an opening line for each.

ad_library_lead_findergoogle_ads_transparencywebsite_email_find

  1. ad_library_lead_finder { niche, city, mode: 'cold', limit: 20 } — one call does the Maps search AND both ad-library checks.
  2. Set check_meta:false for a fast Google-only sweep; leave it true for the full picture (slower — expect a job handle back).
  3. Treat google_ads_status/meta_ads_status = 'unknown' as 'not checked', never as 'not advertising'.
  4. Optionally website_email_find on the top-scoring rows to get a contact address.

Audit a competitor's live advertising

What a named brand is running right now, on Google and on Meta.

google_ads_transparencyfacebook_ads_scrape

  1. google_ads_transparency { query: <brand>, country } — is there a verified advertiser, and how many live ads?
  2. facebook_ads_scrape { query: <brand>, country, status: 'active' } — the actual creatives, copy and CTAs.
  3. Zero results from either is a real finding (not advertising there), not a failure.

Answer a question from live web content

A sourced answer built from pages that exist today, not from memory.

google_search_scrapegoogle_searchscrape_web_pages

  1. google_search_scrape { query, max_results: 5, text_chars: 5000 } — searches AND reads each page in one call.
  2. If you already have the URLs, skip the search: scrape_web_pages { urls: [...] }.
  3. If you only need to know who ranks (no page content), google_search is much faster and cheaper.
  4. Cite the final_url of each page you used; check engine_used before calling results 'Google's ranking'.

Summarise or mine a YouTube channel

What a channel publishes and what was actually said in it.

youtube_extractyoutube_transcriptyoutube_competitor

  1. youtube_extract { url: <channel url>, max_videos: 20 } — the recent uploads with view counts.
  2. youtube_transcript { urls: [...the video URLs you care about] } — full text + timestamps to quote from.
  3. youtube_competitor { urls: [2-5 channels] } when the question is comparative.

Clean an email list before a send

Only addresses that will deliver, with throwaways removed.

disposable_email_checkemail_verify

  1. disposable_email_check { emails: [...] } first — it is fast and removes the obvious junk cheaply.
  2. email_verify { emails: [...survivors], do_smtp: true } — syntax, MX and a live mailbox probe.
  3. Keep verdict = 'deliverable'; treat catch-all domains as risky, not safe.

Export a competitor's catalogue and prices

Every product, variant and price from a store.

product_scrapescrape_web_pages

  1. product_scrape { url: <store homepage>, max_products: 0 } for the whole catalogue (use a number to cap it).
  2. Filter server-side with min_price/max_price/category/in_stock_only instead of pulling everything and filtering yourself.
  3. For a single product page you already have, scrape_web_pages is lighter.