Koskamo

Shop Search MCP

An MCP server enabling AI agents to search for products across Amazon and live Shopify storefronts, vet merchants, build carts, and generate checkout URLs. It supports pay-per-call transactions via MPP/HTTP 402 without requiring API keys or user accounts.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Shop Search MCP logo, by Light AnchorCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-07Published by Light Anchor
MCP endpoint (Streamable HTTP)
https://amazon.lightanchor.ai/mcp
Vendor documentation

What its tools do

2 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Not annotated (2)

2 of 2 have a description · 0 of 2 declare behavior hints · 1 of 1 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Search for products on Amazon and Shopify
  • Build a real cart on a Shopify store
  • Get live ASIN snapshots and pricing
  • Perform conversion audits on listings

Source and maintenance

Community listingRegistry 0.1.0
mcp-registry: io.github.sangha-lightanchor/shop-search@0.1.0Source repository
Maintenance checked

Protocol and capabilities

Server
shop-search 0.1.0
MCP protocol negotiated in check
2025-11-25
Tools
2 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {}
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Shop Search by Light Anchor: product search for AI agents with an executable buy-path. shop_search_preview is free; get_paid_endpoints explains the full pay-per-call API (MPP/HTTP 402, no API key).

Tools

2 advertised

shop_search_preview
Advertised by the server during the last successful anonymous check.

FREE preview of Shop Search: top Amazon result for a product query (full version returns 20+ results incl. live Shopify stores with cart-to-checkout routes). Use for quick product lookups.

shop_search_preview input schema
{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "Product query, e.g. \"korean sunscreen spf50\""
    }
  }
}
get_paid_endpoints
Advertised by the server during the last successful anonymous check.

FREE: how to use the full paid API (product search across Amazon+Shopify, cart-to-checkout execution, ASIN snapshots, listing audits, review insights, merchant trust checks). Pay-per-call via MPP, no API key.

get_paid_endpoints input schema
{
  "type": "object",
  "properties": {}
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
416 ms
95th percentile latency
416 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 416 ms · metadata changed · 2 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http shop-search-mcp https://amazon.lightanchor.ai/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add shop-search-mcp --url https://amazon.lightanchor.ai/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable shop-search-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "shop-search-mcp": {
      "url": "https://amazon.lightanchor.ai/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "shop-search-mcp": {
      "type": "streamableHttp",
      "url": "https://amazon.lightanchor.ai/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start shop-search-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "shop-search-mcp": {
      "type": "http",
      "url": "https://amazon.lightanchor.ai/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http shop-search-mcp https://amazon.lightanchor.ai/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://amazon.lightanchor.ai/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "shop-search-mcp": {
      "serverUrl": "https://amazon.lightanchor.ai/mcp"
    }
  }
}

Let your agent find its tools

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