io.github.sangha-lightanchor/shop-search
Product search for AI agents: Amazon + Shopify, cart-to-checkout buy path. Pay-per-call, no API key.
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
claude mcp add --transport http shop-search 'https://amazon.lightanchor.ai/mcp'{
"mcpServers": {
"shop-search": {
"type": "http",
"url": "https://amazon.lightanchor.ai/mcp"
}
}
}Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
Shop Search MCP
Product search for AI agents with an executable buy-path — search across Amazon and live Shopify storefronts, vet the merchant, build a cart, get a checkout URL. Pay-per-call over MPP (HTTP 402): no API key, no signup, no account.
Run by Light Anchor, an agency operating real Amazon brands.
Connect (remote MCP server)
Claude Code:
claude mcp add --transport http shop-search https://amazon.lightanchor.ai/mcpCursor / Claude Desktop / other stdio-only clients — use the bundled shim:
{
"mcpServers": {
"shop-search": {
"command": "npx",
"args": ["-y", "github:Light-Anchor/shop-search-mcp"]
}
}
}Tools
| Tool | Cost | What it does |
|---|---|---|
shop_search_preview | free | Top Amazon result for any product query (rate-limited) |
get_paid_endpoints | free | The full pay-per-call API and how to pay |
The full API (pay-per-call, MPP)
| Endpoint | Price | |
|---|---|---|
POST /v1/shop/search | $0.05 | 20+ results: Amazon + live Shopify stores with agent-executable cart routes |
POST /v1/shop/cart | $0.05 | Builds a real cart on any Shopify store → returns its checkout URL |
POST /v1/amazon/product | $0.05 | Live ASIN snapshot: price, BSR, rating distribution, seller |
POST /v1/amazon/listing-audit | $1.00 | Conversion audit: score, grade, ranked defects, top fixes |
POST /v1/review-insights | $5.00 | Evidence-linked review analysis (async, free polling) |
trust.lightanchor.ai /v1/trust-check | $0.25 | Merchant buy-safety verdict for any shop URL |
Agent setup one-liner: Read https://amazon.lightanchor.ai/skill.md and set it up
- Try it in a browser: amazon.lightanchor.ai/demo
- Docs: llms.txt · OpenAPI
- Payments settle via MPP
tempo.charge; malformed inputs are rejected before payment settles — agents are never charged for typos.
Frequently asked questions
What is io.github.sangha-lightanchor/shop-search?
Product search for AI agents: Amazon + Shopify, cart-to-checkout buy path. Pay-per-call, no API key.
How do I install io.github.sangha-lightanchor/shop-search?
It runs as a remote server. In Claude Code: claude mcp add --transport http shop-search 'https://amazon.lightanchor.ai/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.
Does io.github.sangha-lightanchor/shop-search need an API key?
Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.
Is io.github.sangha-lightanchor/shop-search open source?
Its code is public on GitHub, but the repository does not declare a standard license.
Who maintains io.github.sangha-lightanchor/shop-search?
It is published by Light-Anchor. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.