Connect SearchShop AI and your agent gets 11 tools, among them compare_products, create_checkout, get_product. It answers at https://searchshopai-mcp.fly.dev/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 1 of 6 times since 11 September 2026; the last check, on 22 October 2026, succeeded.
AI commerce for Shopify: product search, comparison, recommendations, and checkout via MCP.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
compare_products | Compare two or more products side by side. Use when the user asks to compare, says 'X vs Y', or wants to decide between options. Do not use for single product lookup — use get_product instead. Returns structured comparison with shared attri Inputs: products |
create_checkout | Create a checkout URL for one or more products. Pass variant IDs (items) and/or product URLs (product_urls). When a product URL is provided (e.g. https://laluer.com/products/mira), the tool resolves it to a variant ID automatically — no cat Inputs: items, product_urls, discount_code, note, decision_id |
get_product | Get full details for a specific product by SKU or title. Use when the user asks about a specific product by name (e.g. 'tell me about MIRA', 'show me the serum'). Do not use for browsing or recommendations — use search_products or skincare_ Inputs: sku, title |
get_research_note | Get the summary and URL of a specific SearchShopAI Research Note by its slug (returned by search_research_notes). Inputs: slug |
recommend | Get a personalized product recommendation with domain-expert scoring. Use when the user wants advice, has a concern, or asks what to buy. Returns scored products with checkout URLs. Inputs: query, strategy, brand, domain |
search_products | Browse and search the product catalog. Use when the user wants to see what's available, look up specific products, browse by category, compare options, or asks 'show me' / 'what do you have.' Do not use when the user needs personalized reco Inputs: query, max_results, max_price, category |
search_research_notes | Search SearchShopAI's Research Notes blog — data studies, playbooks, and field notes on agentic commerce (AI attribution, MCP, AI catalog accuracy, ChatGPT ads). Returns matching articles with titles, summaries, and URLs. Use when asked wha Inputs: query |
shop | Start here for any shopping request. Pass the shopper's COMPLETE request in their own words and this tool will understand it and route to the right capability (personalized recommendation, catalog search, product lookup, or comparison), pre Inputs: request, intent, budget_max, brand, product_refs |
skincare_cart | Create a buyable shopping cart with a real checkout URL. Two modes: (1) Pass 'products' array with specific product names. (2) Pass 'query' string to auto-recommend and cart. Do not use for browsing or recommendations — use search_products Inputs: products, query, strategy |
skincare_recommend | (Deprecated: use 'recommend' instead. Works identically.) Get a personalized skincare recommendation with ingredient-aware scoring and routine building. Use when the user wants advice, has a skin concern, or asks what to buy. Do not use for Inputs: query, strategy, brand |
skincare_report_issue | Report when a tool result was unhelpful, incomplete, or wrong. Call this whenever you override a recommendation, skip a cart result, or notice the engine output doesn't match what the user needs. Do not use proactively — only when you obser Inputs: tool_name, issue_type, description, user_query, expected_products |
Every block below points at https://searchshopai-mcp.fly.dev/mcp. Pick your client and copy.
claude mcp add --transport http searchshop-ai https://searchshopai-mcp.fly.dev/mcp
{
"mcpServers": {
"searchshop-ai": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://searchshopai-mcp.fly.dev/mcp"]
}
}
}{
"mcpServers": {
"searchshop-ai": {
"url": "https://searchshopai-mcp.fly.dev/mcp"
}
}
}{
"servers": {
"searchshop-ai": {
"type": "http",
"url": "https://searchshopai-mcp.fly.dev/mcp"
}
}
}{
"context_servers": {
"searchshop-ai": {
"url": "https://searchshopai-mcp.fly.dev/mcp"
}
}
}{
"mcpServers": {
"searchshop-ai": {
"serverUrl": "https://searchshopai-mcp.fly.dev/mcp"
}
}
}{
"mcpServers": {
"searchshop-ai": {
"url": "https://searchshopai-mcp.fly.dev/mcp"
}
}
}name: SearchShop AI
version: 0.0.1
schema: v1
mcpServers:
- name: SearchShop AI
type: streamable-http
url: https://searchshopai-mcp.fly.dev/mcp{
"mcpServers": {
"searchshop-ai": {
"httpUrl": "https://searchshopai-mcp.fly.dev/mcp"
}
}
}{
"mcpServers": {
"searchshop-ai": {
"type": "http",
"url": "https://searchshopai-mcp.fly.dev/mcp"
}
}
}{
"mcpServers": {
"searchshop-ai": {
"url": "https://searchshopai-mcp.fly.dev/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fsearchshopai-mcp.fly.dev%2Fmcp&type=streamable_http&id=searchshop-ai&name=SearchShop%20AI
It answered our last check on 22 October 2026 in 165 ms. Over 6 checks since 11 September 2026 it answered 1. Status here comes from Neuronto's own probes, not from the publisher.
11, as returned by the server's own tools/list on 22 October 2026: compare_products, create_checkout, get_product, get_research_note, recommend, search_products, search_research_notes, shop, and 3 more.
It answered our last check on 22 October 2026 in 165 ms. Over 6 checks since 11 September 2026 it answered 1.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://searchshopai-mcp.fly.dev/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.nathangrotticelli. Endpoint host: searchshopai-mcp.fly.dev. ARD identifier: urn:air:io.github.nathangrotticelli:mcp:searchshopai.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.