Shoptera

Shoptera Product Intelligence
Search product catalogs across thousands of Central European e-shops. Semantic search, keyword matching, GTIN/EAN lookup — via REST API or MCP.

~2,500 e-shops | ~8.5M products | 7 countries (CZ, SK, PL, HU, RO, DE, AT)

Live stats: GET /stats/global

Quickstart
No authentication required. Base URL: https://shoptera.ai/api

Semantic search — natural language, understands intent:

curl "https://shoptera.ai/api/v1/search?q=dárek+pro+zahradníka+do+500+Kč&max_price=500&currency=CZK&origin_country=CZ"
Keyword search — exact title matching, fast:

curl "https://shoptera.ai/api/v1/search/text?title=Nike+Air+Max+90&brand=Nike"
GTIN/EAN lookup — find e-shops by barcode:

curl "https://shoptera.ai/api/v1/search/gtin/5901234123457"
Saving tokens: Add fields to return only what you need (up to 70% smaller response):

curl "https://shoptera.ai/api/v1/search?q=boty&limit=5&fields=title,price,product_url,cart_action"
Quick Install
Claude Code (one command)
claude mcp add --transport http shoptera https://shoptera.ai/api/mcp
Cursor
Add to Cursor Settings → Features → MCP → Add New MCP Server, or edit ~/.cursor/mcp.json:

{
"mcpServers": {
"shoptera": { "url": "https://shoptera.ai/api/mcp" }
}
}
Windsurf
Add via Cascade → MCP Servers → Add Server, or edit ~/.codeium/windsurf/mcp_config.json:

{
"mcpServers": {
"shoptera": { "url": "https://shoptera.ai/api/mcp" }
}
}
VS Code (Copilot / Continue)
Edit .vscode/mcp.json in your workspace:

{
"mcpServers": {
"shoptera": { "url": "https://shoptera.ai/api/mcp" }
}
}
Any tool (universal installer)
npx add-mcp https://shoptera.ai/api/mcp -n shoptera -g -y
All Platforms
Platform Setup Details
Claude Code claude mcp add --transport http shoptera https://shoptera.ai/api/mcp Skill guide
Cursor MCP config Settings → Features → MCP
Windsurf MCP config Cascade → MCP Servers
VS Code MCP config .vscode/mcp.json
OpenAI Codex AGENTS.md Agent config reference
ChatGPT OpenAPI spec Custom GPT actions. Instructions
Gemini GEMINI.md Tool definitions and endpoints
Any HTTP client Examples curl, Python, JavaScript
MCP Details
Endpoint: https://shoptera.ai/api/mcp (streamable HTTP, stateless, no auth)

3 tools: search_products, search_products_by_text, lookup_by_gtin

Capabilities
Product Search — semantic vs keyword vs GTIN, when to use which, filters, scoring
Cart Actions — three action types, how to handle each
Data Coverage — countries, data freshness, live stats
API Reference
Full documentation: api/reference.md

OpenAPI spec: api/openapi.yaml

Endpoints
Method Path Description
GET /api/v1/search?q=... Semantic search (natural language)
GET /api/v1/search/text?title=... Keyword search (exact title match)
GET /api/v1/search/gtin/{gtin} GTIN/EAN barcode lookup
GET /stats/global Catalog statistics
Code Examples
Semantic search — curl, Python, JavaScript
Keyword search — curl, Python, JavaScript
GTIN/EAN lookup — curl, Python, JavaScript
Cart actions — handling all three action types