Reference

MCP tools

60 tools. Playbooks for VC, competitor, dropship, merch, outreach — then catalog wrappers.

60 tools. Prefer the Playbooks / VC / Competitor / Dropship / Outreach groups. Raw wrappers are still there when you need one field.

whoami — this key's plan, usedToday, remainingToday, rate limit, expiry, and whether Signals is enabled. Does not meter. Same facts as GET /v1/whoami. Ask Cursor “what's my quota?”

limit is 1–100 unless noted. Lists use offset. Stop when hasMore is false. Search or resolve before inventing a domain.

Tool	Args	Does
`whoami`	—	Plan, used today, remaining quota, expiry. Does not meter. Ask “what's my quota?”
`upgrade`	—	Checkout URL when trial ends or daily quota is 0. Not metered. Show the URL - do not invent one.
`list_playbooks`	—	Composed-tool map: VC, competitor, dropship, outreach.
`get_examples`	—	Alias of list_playbooks.
`brief_market`	vertical, countryCode, minVisits	TAM: verticals, geos, movers, optional filtered cohort.
`cohort_tam`	filters, groupBy, groupMetric	Filtered catalog rolled up. Not unfiltered countries TAM.
`find_peers`	domain, limit	Same vertical + country + visit band, then compare.
`diligence_pack`	domain	IC memo: growth, traffic, stack roles, bestsellers, changes, contacts.
`compare_stacks`	domains[2–8]	Shared vs exclusive apps, tagged by role.
`competitor_moves`	domain, since	Store/SKU changes + vertical movers + signal insights if watched. Then create_signal.
`overlap_vendors`	domainA, domainB, limit	Shared vendors and average price gap.
`niche_research`	q, market?, limit?	Semantic product-idea search + saturation report + stores that sell the top hit.
`search_product_ideas`	q, market, priceMin, priceMax, trending, countries, region	Product names/categories → ideas with seller count and UNTAPPED→SATURATED verdict.
`suggest_product_ideas`	q, limit	Autocomplete for product-idea search.
`trending_product_ideas`	—	Product ideas that are heating up.
`get_product_research`	id	Saturation report for one idea. Copy id from search_product_ideas.
`list_product_sellers`	id, sort, page, limit	Stores selling that idea. sort=traffic	price.
`screen_dropship`	vertical, countryCode, minVisits, priceMax, limit	Dropship-flagged stores + cheapest SKUs.
`source_map`	q, vendor, productType, storeVertical, priceMax	Vendor → store count + price min/max.
`winning_skus`	storeVertical or storeDomain, since	Bestsellers, ≥10% markdowns, new products.
`product_search`	q, storeDomain, vendor, productType, tag, storeVertical, isBestSeller, priceMin, priceMax, sort, order, limit	SKU search + facets (vendors, types, stores, price).
`product_intel`	domain+handle or q	One SKU memo: price vs compare-at, store, SKU history, bestsellers.
`change_tracker`	domain, since, limit	Unified + all product change types + store change types + signal SKUs.
`price_watch`	storeDomain, productType, since, minPriceChangePct	Markdowns and hikes. Default min 10%.
`assortment_watch`	storeDomain, productType, since	New / removed / bestseller enter / exit.
`get_contacts`	domain or q	Emails + social URLs + ESP/support tells. No phone/owner.
`find_outreach`	vertical, countryCode, appSlug, minVisits, limit≤10	Hydrate stores; keep rows with email or social.
`resolve_store`	q	Brand or URL → up to 5 candidates. One hit → full store card.
`get_upstream_health`	—	Catalog health JSON.
`search_stores`	q, vertical, category, industry, countryCode, isDropshipper, appSlug, min/max visits & revenue, minRating, groupBy, groupBy2, groupMetric, sort, order, limit, offset	Filter the catalog, or groupBy into tables (not store rows).
`get_store`	domain	One merchant card: traffic, modeled revenue, rating, apps, socials.
`compare_stores`	domains[2–8]	Side-by-side cards. Missing domains in notFound.
`get_store_traffic`	domain, limit≤120	Monthly visits + channel mix.
`get_store_products`	domain, q, isBestSeller, vendor, productType, tag, priceMin, priceMax, sort, order, limit, offset	SKUs for one merchant.
`get_store_apps`	domain	Detected Shopify app stack.
`get_store_history`	domain, limit≤365	Daily snapshots: visits, revenue band, rating, product counts.
`get_store_changes`	domain, changeType, since, limit, offset	Diffs: revenue, visits, products, rating, apps.
`search_products`	q, storeDomain, vendor, productType, tag, storeVertical, isBestSeller, priceMin, priceMax, sort, order, limit, offset	Cross-store SKU search. At least one filter required.
`get_product`	domain, handle	One SKU by Shopify handle.
`get_product_changes`	storeDomain, changeType, productType, since, minPriceChangePct, limit, offset	Price / new / removed / position / bestseller moves.
`get_changes`	entity, domain, since, limit	Unified store + product movement feed.
`search_apps`	q, category, pricingType, minRating, builtForShopify, sort, order, limit, offset	Shopify App Store catalog.
`get_app`	slug	One app + install-base sample.
`get_app_stores`	slug, limit, offset	Merchants observed running that app, by visits.
`get_analytics_overview`	—	Coverage counts, averages, top verticals and countries.
`get_verticals`	countryCode, limit	Market size by vertical.
`get_countries`	vertical, limit	Unfiltered geo TAM. Filtered cohort → search_stores groupBy=country.
`get_movers`	metric, direction, vertical, countryCode, since, minPct, limit	Stores growing or shrinking. Defaults: metric/direction any, minPct 5.
`create_signal`	domain, autoTrack?	Paid only (trial 403). Create an EcomScout watch on this Neonjelly key. Tight cap. No probe.
`list_signals`	limit, offset	Paid only (trial 403). Watches stored on this key. Then GET a domain already on Signals.
`get_signal`	id	Paid only (trial 403). One signal card. id = Mongo id or domain.
`get_signal_stats`	id	Paid only (trial 403). Totals + store profile if already watched.
`get_signal_sales`	id, from, to	Paid only (trial 403). Daily units + variants. Needs ≥2 inventory snapshots.
`get_signal_inventory`	id	Paid only (trial 403). Stock timeline.
`get_signal_social`	id	Paid only (trial 403). Follower snapshots.
`get_signal_ads`	id, slice, days	Paid only (trial 403). Ad library. slice: overview (default), ads, correlation, revenue, product-impact, timeline, events.
`get_signal_apps`	id, changes?	Paid only (trial 403). Apps on a tracked store. changes=true → /apps/changes.
`get_signal_product_changes`	id	Paid only (trial 403). Product movements on a tracked store.
`get_signal_insights`	id	Paid only (trial 403). Per-signal insight feed.
`list_signal_insights`	limit, offset	Paid only (trial 403). Account-wide insights. Empty unless the key owns watches. Prefer get_signal_insights + domain.

Signals: create_signal (paid only, 8 watches on Explorer) maps the Neonjelly key to an EcomScout watch. GET stats/sales/ads/inventory if the domain is already on Signals. Neonjelly does not probe, patch, stop, or delete. Partner service keys cannot create new EcomScout watches — create still stores the domain on your key; new watches may need the EcomScout Signals dashboard.