BuyWhere MCP

ai.buywhere由 buywhere.ai 发布v0.3.1更新于 Oct 24, 2026

Product search, price comparison, and affiliate-ready shopping across Singapore and US retailers.

概览

AI 生成的概览

BuyWhere MCP 让 AI 助手在新加坡、美国及东南亚零售商中搜索商品、比较价格并发现优惠。

可以做什么
按关键词、类别、价格区间和国家搜索并浏览商品目录,并列出支持市场的类别体系。按 ID 获取完整商品详情,并按向量相似度查找相似商品。对 2 至 10 件商品进行并排比较,并跨商家查找可配送的最低价商品。列出明显降价的商品,v2 版本需指定配送国家。提交商品链接以供目录收录。
适用场景
适合构建或运行购物助手,需要针对新加坡、美国、马来西亚、泰国和越南市场进行实时商品搜索、跨市场价格比较或优惠发现时使用。不用于店铺管理或订单处理。
运行要求
以 npm 包形式通过 npx 在本地运行,需要 Node.js。需要在 BUYWHERE_API_KEY 环境变量中提供 BuyWhere API 密钥;README 称可通过无需注册的注册调用获取密钥。可用 BUYWHERE_API_URL 覆盖 API 基础地址。需要访问 BuyWhere API 的网络连接。
安装前请注意
BUYWHERE_API_KEY 中的 API 密钥属于凭据,应避免写入共享配置文件。ingest_products 工具会将商品链接提交至 BuyWhere 目录,属于写入操作。商品查询(含配送国家)会发送至第三方 API。README 中免注册获取的密钥为未验证层级,并受速率限制。

安装

在 SourceWeft 中

  1. 打开 控制台中的 BuyWhere MCP,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

BuyWhere MCP Server — Product Search & Price Comparison for AI Agents

AI agents use BuyWhere to search products, compare prices, and discover deals across Singapore and US merchants in real time.

Install in 30 Seconds

bash
export BUYWHERE_API_KEY=bw_live_xxxxnpx -y @buywhere/mcp-server

Use with Claude Desktop, Cursor, VS Code Copilot, Cline, Windsurf, OpenCode, Codex, Continue.dev, and any MCP-compatible client.

[Get your free API key]

Or get one in 3 seconds, no signup, no email: POST /v1/auth/register · Legacy form: buywhere.ai/api-keys

[npm version] [npm downloads] [npm weekly downloads] [License: MIT] [Node version] [TypeScript] [GitHub stars] [Smithery] [MCP Registry] [Hashnode Blog]


AI Agents: Use This Package To

  • Search products across Singapore, US, Malaysia, Thailand, and Vietnam markets by keyword, category, or price range
  • Compare products across Lazada, Shopee, Amazon, and local retailers in a single query
  • Find deals and track real-time pricing with multi-currency support
  • Build shopping agents that recommend, compare, and link to products programmatically
  • Discover product catalogs with structured taxonomy for supported markets

Product search API for AI agents via Model Context Protocol. Built for AI agent commerce, not store management.

Official MCP Registry listing: io.github.BuyWhere/buywhere-mcp

Works with Claude Desktop, Cursor, VS Code Copilot, Cline, Windsurf, OpenCode, Codex, Continue.dev, and any MCP-compatible client. Also supports Agent-to-Agent (A2A) protocol.


Demo

[BuyWhere MCP in Claude Desktop]

44-second demo: product search, deal discovery, price comparison, and multi-region support.

text
User:   "Find me wireless earbuds under $50 available in Singapore"Agent:  [calls search_products → returns 5 matching products]
User:   "Compare the top 3"Agent:  [calls compare_products → side-by-side with best-value pick]

Quick Start

Get a key in 3 seconds — no signup, no email:

bash
# 1. Register (one call, returns api_key instantly)curl -X POST https://api.buywhere.ai/v1/auth/register \  -H "Content-Type: application/json" \  -d '{"agent_name":"your-agent"}'# → {"api_key":"bw_...","tier":"unverified","rate_limit":{"rpm":20,"daily":1000}}
# 2. Use the keyexport BUYWHERE_API_KEY=bw_...npx -y @buywhere/mcp-server

Legacy email signup (60s, manual approval) → buywhere.ai/api-keys

Tutorials

From the Blog

Read the BuyWhere Engineering Blog for deep dives on MCP architecture, agent commerce, and the ecosystem.

Also follow the BuyWhere Hashnode blog mirror for the same engineering content on Hashnode.

Tools

ToolDescription
search_productsSearch catalog by keyword, category, price, country
get_productFull product details by ID (prices, specs, images)
compare_productsSide-by-side comparison of 2–10 products
find_best_priceCheapest deliverable listing for a product across merchants
get_dealsProducts with significant price drops
list_categoriesAvailable product category taxonomy
find_similarSimilar products by vector similarity
ingest_productsSubmit product URLs for catalog ingestion (agents/merchants)
search_products_v2v2 search; requires deliver_to (ISO country)
get_product_v2v2 product details by ID
compare_products_v2v2 comparison; optional deliver_to
get_deals_v2v2 deals; requires deliver_to
find_best_price_v2v2 best price; requires deliver_to

Remote MCP: POST https://api.buywhere.ai/mcp (JSON-RPC 2.0, protocolVersion 2024-11-05, 13 tools). Glama listing: https://glama.ai/mcp/servers/BuyWhere/buywhere-mcp

MCP Client Configuration

Framework quickstarts:

Claude Desktop

Add to claude_desktop_config.json:

json
{  "mcpServers": {    "buywhere": {      "command": "npx",      "args": ["-y", "@buywhere/mcp-server"],      "env": { "BUYWHERE_API_KEY": "bw_live_xxxx" }    }  }}

Cursor / VS Code / Cline

Add to your MCP settings file:

json
{  "mcpServers": {    "buywhere": {      "command": "npx",      "args": ["-y", "@buywhere/mcp-server"],      "env": { "BUYWHERE_API_KEY": "bw_live_xxxx" }    }  }}

Windsurf

Add to ~/.windsurf/mcp.json:

json
{  "mcpServers": {    "buywhere": {      "command": "npx",      "args": ["-y", "@buywhere/mcp-server"],      "env": { "BUYWHERE_API_KEY": "bw_live_xxxx" }    }  }}

OpenCode / Codex

Add to opencode.json:

json
{  "mcpServers": {    "buywhere": {      "command": "npx",      "args": ["-y", "@buywhere/mcp-server"],      "env": { "BUYWHERE_API_KEY": "bw_live_xxxx" }    }  }}

Continue.dev (VS Code / JetBrains)

Add to ~/.continue/config.json:

json
{  "experimental": {    "mcpServers": {      "buywhere": {        "command": "npx",        "args": ["-y", "@buywhere/mcp-server"],        "env": { "BUYWHERE_API_KEY": "bw_live_xxxx" }      }    }  }}

Mastra

Mastra is a TypeScript-first AI agent framework with native MCP support.

bash
npm install @mastra/core @mastra/mcp
typescript
import { Mastra } from '@mastra/core';import { MastraMCPClient } from '@mastra/mcp';
const buywhere = new MastraMCPClient({  name: 'buywhere',  server: {    url: new URL('https://api.buywhere.ai/mcp'),    requestInit: {      headers: { 'Authorization': `Bearer ${process.env.BUYWHERE_API_KEY}` },    },  },});
const agent = new Mastra({  agents: {    shoppingAgent: {      instructions: 'You are a shopping assistant. Use BuyWhere to find and compare products.',      tools: await buywhere.tools(),    },  },});
const result = await agent.agents.shoppingAgent.generate(  'Find me the best deal on a Sony WH-1000XM5 in Singapore');

Full guide: BuyWhere + Mastra Integration

LangChain

Use BuyWhere tools in LangChain agents via the MCP adapter:

python
from langchain_mcp_adapters.client import MultiServerMCPClientfrom langgraph.prebuilt import create_react_agentfrom langchain_anthropic import ChatAnthropic
async def main():    async with MultiServerMCPClient({        "buywhere": {            "url": "https://api.buywhere.ai/mcp",            "transport": "streamable_http",            "headers": {"Authorization": f"Bearer {BUYWHERE_API_KEY}"},        }    }) as client:        tools = await client.get_tools()        agent = create_react_agent(ChatAnthropic(model="claude-sonnet-4-5"), tools)        result = await agent.ainvoke({"messages": [("user", "Find the cheapest Sony headphones in Singapore")]})

LlamaIndex

Connect BuyWhere via LlamaIndex MCP client:

python
from llama_index.tools.mcp import BasicMCPClient, McpToolSpecfrom llama_index.agent.openai import OpenAIAgent
async def main():    mcp_client = BasicMCPClient(        command_or_url="https://api.buywhere.ai/mcp",        headers={"Authorization": f"Bearer {BUYWHERE_API_KEY}"},    )    mcp_tool_spec = McpToolSpec(client=mcp_client)    tools = mcp_tool_spec.to_tool_list()    agent = OpenAIAgent.from_tools(tools)    response = await agent.achat("Compare prices for iPhone 16 Pro across Singapore and US")

CrewAI

Use BuyWhere in a CrewAI agent with MCP tool integration:

python
from crewai import Agent, Task, Crewfrom crewai_tools import MCPServerAdapter
buywhere_server = MCPServerAdapter(    server_params={        "url": "https://api.buywhere.ai/mcp",        "headers": {"Authorization": f"Bearer {BUYWHERE_API_KEY}"},        "transport": "streamable-http",    })
shopping_agent = Agent(    role="Shopping Research Analyst",    goal="Find the best deals across Singapore and US markets",    tools=[buywhere_server],)
task = Task(    description="Find the best price for Sony WH-1000XM5 headphones across all available markets",    agent=shopping_agent,    expected_output="Product comparison with prices and merchant links",)
crew = Crew(agents=[shopping_agent], tasks=[task])result = crew.kickoff()

Configuration

VariableDefaultDescription
BUYWHERE_API_KEY(required)API key (no signup: POST /v1/auth/register {"agent_name":"<name>"}) — returns instantly, no email verification
BUYWHERE_API_URLhttps://api.buywhere.ai/mcpCustom API base URL

Install

bash
# Run directly (no install)npx -y @buywhere/mcp-server
# Install globallynpm install -g @buywhere/mcp-serverbuywhere-mcp

Use Cases

  • Shopping agents — build AI agents that search, compare, recommend products across markets
  • Price comparison — multi-market pricing in a single query across Lazada, Shopee, Amazon, local retailers
  • Deal discovery — find best-value products with real-time pricing and inventory
  • Ecommerce automation — integrate product search into any MCP-compatible app
  • Cross-border commerce — compare prices between Singapore, US, Malaysia, Thailand, and Vietnam markets
  • Agent-to-Agent commerce — delegate shopping tasks between agents via A2A protocol

Architecture

Developer's AI Agent (Claude, Cursor, etc.)  │  ├── MCP Protocol (stdio)  │  ├── @buywhere/mcp-server  │     ├── search_products(q, category, min_price, max_price, country_code, deliver_to)  │     ├── get_product(product_id)  │     ├── compare_products(product_ids[])  │     ├── find_best_price(product_name, country_code, deliver_to)  │     ├── get_deals(country_code, deliver_to, category)  │     ├── list_categories()  │     ├── find_similar(product_id)  │     └── ingest_products(urls[])  │  └── BuyWhere API (api.buywhere.ai)        └── Product catalog across SG, US, MY, TH, and VN merchants

Development

bash
git clone https://github.com/BuyWhere/buywhere-mcp.gitcd buywhere-mcpnpm installnpm run buildnpm start

Why BuyWhere?

BuyWhere is a product search API for AI agents. We aggregate product data from Singapore, US, Malaysia, Thailand, and Vietnam merchants into a single, agent-friendly interface — no store management, no Shopify integration. Just search and compare products in real time.

  • One API — all markets, all retailers
  • Agent-native — built for MCP from day one
  • Real-time — live pricing and availability
  • Developer-first — no SDK needed, just add the server

Works Well With

These complementary MCP packages extend BuyWhere into powerful multi-tool workflows:

  • @modelcontextprotocol/server-filesystem — Save shopping results and product research to your local filesystem. Combine with BuyWhere to export deal lists, price comparisons, and product specs as structured files.
  • @supabase/mcp-server-supabase — Store favorite products, user preferences, and price alerts in Supabase. Persist shopping history across agent sessions.
  • n8n-mcp — Automate price monitoring workflows. Build no-code pipelines that watch BuyWhere prices and trigger notifications on price drops.
  • tavily-mcp — Research products before buying. Use Tavily to find reviews and comparisons, then use BuyWhere to get current prices and purchase links.
  • @playwright/mcp — E2E test your shopping agent interactions. Verify that product search, price comparison, and checkout flows work correctly in browser automation.

Protocols

ProtocolSupport
MCP (Model Context Protocol)Full support — 10 tools, stdio transport
A2A (Agent-to-Agent)Multi-agent task delegation — Agent Card

Contributing

See CONTRIBUTING.md for how to report issues, submit PRs, and suggest features.

From the Blog

Learn more about MCP servers and the BuyWhere ecosystem:

Support

If you find this project useful:

  • ⭐ Star the repo — it helps others discover BuyWhere
  • 🐛 Open an issue for bugs or feature requests
  • 💬 Start a discussion for questions or ideas
  • 📣 Share it with other developers who build AI agent tools

License

MIT

来源:README.md,提交 eeb0667

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v0.3.1最新Sep 16, 2026

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