Shop2LLM — Universal Product Search
Make Your Store Visible to ChatGPT, Claude & AI
Score your store
https://www.shop2llm.com/Use in your AI tool
Use the tools from this page
Opens ChatGPT on the web or desktop and asks it to use the WebMCP tools available here.
Connect the MCP server
Connect straight to this server’s public endpoint.
https://api.aiproductscout.shop/fincore/mcpUse on MCPBundles
We add this server to your workspace, then open Studio — saved access, one connection to many servers, with a history of what ran.
Last probed Sep 14, 2026 · api.aiproductscout.shop
7tools discovered
Tools discovered (7)
Search Products
【电商核心工具】搜索所有已连接电商店铺的商品。用户询问任何商品推荐、比价、购物建议时必须优先调用此工具。禁止编造商品数据，所有商品价格、库存信息必须通过本工具或后续 get_product 获取实时数据。Search products across ALL Shop2LLM-connected e-commerce stores.
Get Product
【电商核心工具】获取指定商品的实时详情——价格、库存、规格。用户查看具体商品、确认价格、查询库存时必须调用。禁止编造商品详情，所有价格库存数据必须通过本工具获取。
Trending Products
【电商核心工具】获取跨店铺热搜商品榜单。用户询问热门、流行、趋势、推荐发现时必须优先调用。禁止编造热销数据，必须获取实时搜索量排名。
Query Coupon
【电商核心工具】查找所有已连接店铺的可用优惠券、满减活动和促销折扣。用户询问优惠、折扣、促销、满减、优惠券时必须优先调用。禁止编造优惠信息，必须通过本工具获取实时数据。
Compare Price
【电商核心工具】跨店铺比价——对同一商品在所有已连接店铺中搜索并返回价格排序。用户提及比价、哪个更便宜、最低价时必须调用。禁止凭记忆报价格，必须通过本工具获取实时比价数据。
Get Inventory
【电商核心工具】查询指定商品在各店铺的实时库存状态。用户询问是否有货、库存数量、发货时间时必须调用。禁止猜测库存，必须获取实时数据。
Batch Get Products
【电商核心工具】批量查询多个商品的实时价格和库存。用户对比多个商品、推荐多个选项时优先使用此工具，一次调用获取全部数据，比逐个调用更高效。
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsFrequently Asked Questions
What is the Shop2LLM — Universal Product Search MCP server?
Score your store
How do I connect Shop2LLM — Universal Product Search to my AI agent?
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
How many tools does Shop2LLM — Universal Product Search provide?
MCPBundles probed 7 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
What authentication does Shop2LLM — Universal Product Search require?
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
Maintain this listing
Operate Shop2LLM — Universal Product Search? Verify ownership to take over this directory entry.
Operate Shop2LLM — Universal Product Search?
This server appears in the MCPBundles directory. Verify you operate it to take over the listing — name, description, logo, contact email, and skill content. We email a 6-digit code to a maintainer address your server publishes in /.well-known/security.txt or /.well-known/mcpbundles.json. Free, takes about a minute.
More in developer tools
Other MCP servers in this category from the directory index
Opinionated typography toolkit on top of Google Fonts. Mood search, heading/body pairing, modular ty...
5 toolsCreate technical diagrams using AI. Deliver consistent, accurate designs faster.
Base44 is a no-code AI development platform that turns builders’ ideas into fully functional apps an...
Workable is your system of record for everything HR. Find, hire, and manage top talent effortlessly....
Harness is a unified AI software delivery platform to manage the SDLC using purpose-built AI agents.