A
licenseA
qualityD
maintenanceKlarna-style product discovery for AI shopping agents. Makes product catalogs machine-readable so AI agents can search, compare, and purchase products programmatically.
6
24 PyPI
MIT
BayDeep — The e-commerce plugin for AI agents
Server Details
E-commerce + travel catalog for AI agents: AliExpress goods, flight fares, attributed buy links.
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- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- Repository
- MeshTok/baydeep
- GitHub Stars
- 0
- ChatGPT
- –
- Claude
- –
TDQS
A3.9/5.0
Scored across 11 tools
Disambiguation4/5
Descriptions explicitly guide selection: live vs local search (search_products vs shelf_search), product_detail vs shelf_item, and flight_search vs shelf items with book_url. Some conceptual overlap remains (two detail tools, two search paths, flights reachable via two routes), but the guidance text resolves most of it for an agent that reads carefully.
Naming Consistency3/5
All snake_case and readable, but ordering conventions are mixed: verb-first (search_products, convert_link, mint_free_key) alongside noun-first (catalog_overview, hot_products, product_detail, affiliate_orders). Functional but not a single predictable pattern.
Tool Count5/5
11 tools map cleanly to distinct jobs: bootstrap (mint_free_key), orient (catalog_overview, categories), discover (shelf_search, search_products, hot_products, flight_search), inspect (product_detail, shelf_item), monetize (convert_link), and report (affiliate_orders). No filler tools and nothing feels missing from the count.
Completeness4/5
Discovery, detail, link attribution, key provisioning, and commission/order reporting form a full agent workflow, including keyless fallbacks. Minor gaps: no key/quota status check, no explicit flight detail-by-id beyond shelf_item, and no richer order filtering or refund-specific lookup.
Available Tools
11 toolsaffiliate_ordersAInspect
YOUR attributed affiliate orders in a time range (source for your commission settlement & refund tracking). Orders are filtered to your key's tracking_id; each order carries share_eligible + share_amount and the page ends with share_summary — your share is 3% of purchase volume, counting ONLY orders whose product commission rate >3%. Requires a free API key.
Inputs: end_time (required), start_time (required), page, status, +1 more.
catalog_overviewAInspect
WHAT BAYDEEP SELLS: product types currently in the catalog (physical goods from AliExpress, flight fares via Travelpayouts/Aviasales), item counts, top categories, and HOW to search/book each type. Call this FIRST when unsure what the catalog contains. Works WITHOUT any API key. Read-only.
Inputs: no named parameters.
categoriesAInspect
AliExpress affiliate category tree (for building category filters or browse UX). Requires a free API key.
Inputs: no named parameters.
convert_linkAInspect
Convert any aliexpress.com product/shop/search URL(s) into YOUR affiliate-attributed link(s) (max 10 per call). ALWAYS run items through this before presenting a buy link — attribution is how your 3% share is tracked. Requires a free API key.
Inputs: urls (required), link_type.
flight_searchAInspect
Search FLIGHT FARES in the catalog (Aviasales/Travelpayouts partners, fares refreshed daily). Filter by origin/destination IATA code (e.g. PEK, JFK, SIN) and optional departure date (YYYY-MM-DD). Items sorted by price; book_url is ALREADY affiliate-attributed — link the user straight to it (no convert_link needed). Works WITHOUT any API key. Read-only.
Inputs: date, origin, page_size, destination.
hot_productsAInspect
LIVE AliExpress hot-selling products (no keyword; optional category). Good for "what's trending" / deal feeds. Consumes platform quota. Read-only. Requires a free API key.
Inputs: page, ship_to, currency, language, +2 more.
mint_free_keyAInspect
SELF-SERVE a free API key — NO signup, NEVER expires, unlocks ALL tools (live AliExpress search, hot products, attributed convert links, your orders). Call this FIRST if any other tool says a key is required. Store the returned key and send it as X-API-Key header (or Authorization: Bearer) on subsequent calls. Rate limit: 30 req/min. Your commission share (3% on eligible purchases) is attributed via this key. Optional client_ref ([A-Za-z0-9-], <=40) = your own end-user id, echoed back on your orders.
Inputs: client_ref.
product_detailAInspect
Full detail for up to 10 AliExpress product ids (comma separated or array). Read-only. Requires a free API key.
Inputs: product_ids (required).
search_productsAInspect
LIVE AliExpress affiliate product search (100M+ item pool, ships to 200+ countries; prices in the target currency). Consumes platform quota — do not poll; prefer shelf_search for repeated lookups. Returns items with price, coupon, sales, rating, commission_rate and detail_url. Read-only. Requires a free API key.
Inputs: q (required), page, sort, ship_to, +4 more.
shelf_itemAInspect
Get one LOCAL shelf item by goods_id (full normalized fields; works for goods and flight fares). Works WITHOUT any API key. Read-only.
Inputs: goods_id (required).
shelf_searchAInspect
Search the LOCAL shelf — physical goods (AliExpress) AND flight fares (Travelpayouts). No platform quota consumed — works WITHOUT any API key (30 req/min per IP). sort=relevance(default when q given)|price|sales|latest; price_min/price_max filter. Goods items carry detail_url (attribute via convert_link with a free key); flight items carry book_url directly. Read-only.
Inputs: q, page, sort, page_size, +2 more.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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