FinCore Agentic Commerce

aiproductscout/fincore

This is a comprehensive commerce toolkit that bridges AI agents with the Fincore platform's shopping infrastructure. You get 58 tools covering the full transaction lifecycle: product discovery and search, cart management, checkout flows, and post-purchase analytics. The A2A negotiation feature lets agents handle automated price discussions between systems, while the C-Suite analytics tools surface business intelligence from transaction data. Reach for this when you're building AI assistants that need to actually complete purchases or analyze commerce metrics, not just browse products. It runs over streamable HTTP, so you can drop it into existing workflows without wrestling with custom transport layers.

tools: 7
auth: Secret needed
transport: HTTP
last updated: May 28, 2026

View on GitHub

Install

From registry metadata

$ npx add-mcp https://api.aiproductscout.shop/fincore/mcp --name fincore-agentic-commerce --header 'Authorization: Bearer ${API_TOKEN}'

Run in your terminal. add-mcp asks which agents to add it to, then asks for each value it needs. Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport http fincore-agentic-commerce https://api.aiproductscout.shop/fincore/mcp --header 'Authorization: YOUR_AUTHORIZATION'

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 7 tools

Verified live against the running server on Nov 6, 2026.

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.4 params

【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.

Parameters* required

categorystring

Filter by product category

limitinteger

Max results (default 10, max 50)

max_pricenumber

Maximum price filter in USD

query*string

What product to search for. Be specific.

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。2 params

【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。

Parameters* required

product_id*string

Product ID from search_products results

store_id*integer

Store ID from search_products results

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。1 params

【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。

Parameters* required

limitinteger

Max results (default 10, max 20)

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。4 params

【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。

Parameters* required

categorystring

按品类筛选促销（如 electronics, clothing）

limitinteger

Max results (default 20, max 100)

min_discountnumber

最低折扣力度筛选（如 0.2 = 至少8折）

store_idinteger

可选：限定到某个店铺的优惠券

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。3 params

【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。

Parameters* required

limitinteger

Max results per store (default 5, max 20)

max_pricenumber

最高价格筛选

query*string

需要比价的商品名称

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。2 params

【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。

Parameters* required

product_id*string

商品ID（来自 search_products 结果）

store_idinteger

店铺ID（来自 search_products 结果）

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。2 params

【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。

Parameters* required

items*array

要查询的商品列表，每项包含 product_id 和 store_id

limitinteger

Max items (default 10, max 30)

Readme

Details

Repository: github.com/aiproductscout/fincore
Categories: AI & LLM Tools, Search & Web Crawling, Monitoring & Observability, Finance & Commerce
Transport: HTTP
Auth: Required
Registry: MCP registry, active
Prompts: 2
Tools verified: Nov 6, 2026

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