Agentery pricing intelligence · MCP server profile · Shop Search MCP

MCP server profile · independently tracked by Agentery

Shop Search MCP

↗ github.com/Light-Anchor/shop-search-mcp official repository

An MCP server for AI agents to search Amazon and Shopify products, assess merchants, retrieve product data, build Shopify carts, and obtain checkout URLs throu…

MCP serverPricing checked daily

Agentery price verdictInsufficient peerscannot benchmark yet

Observed entry price$0.05/molowest observed monthly

Connection modelMCP serverMCP clients

Pricing observed23 Oct 2026latest priced read of the page

Website liveness23 Oct 2026alive · separate from pricing

What it does

The specific capability behind this listing, and where to get it.

Shop Search MCP

An MCP server for AI agents to search Amazon and Shopify products, assess merchants, retrieve product data, build Shopify carts, and obtain checkout URLs throu…

MCP

Official Shop Search MCP links

RepositoryOpen ↗MCP endpointOpen ↗

Pricing & plans

Observed public pricing for Shop Search MCP, benchmarked against comparable providers. Plans, tiers, history and scenario below.

Pricing · observed daily

per search · market position

$0.05 /search

Observed plan · market position not comparable on a monthly basis.

this agent · $0.05

$8median —$89

pricing observed 2026-10-23 · page rechecked daily · source evidence retained

What should this agent charge?

This plan sits close to the comparable median.

pricing recommendation

Current plan$0.05

Middle market$8–$89

Niche median—

No monthly-comparable cohort to benchmark this plan against yet.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

Not monthly-comparable.

get_provider_profile · plan history

per search observed 2026-10-23.

pricing recommendation

Percentile unavailable for this basis.

confidence

Source page rechecked daily.

Interactive provider scenario

Test a different price for this plan.

Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.

$0.05 / month

$1 lowestmedian —$89 highest

Not comparable This plan's basis isn't monthly-comparable.

Estimated percentile—

Vs cohort median—

Middle market$8–$89

Is Shop Search MCP good value?

How its price compares with genuinely comparable providers.

Not enough peers

Not enough evidence yet to call it good — or poor — value.

Too few comparable providers at the same buyer tier and billing unit to benchmark this price honestly.

Observed commercial price$0.05/mo

Hosting model—

Price benchmarknot applicable

What to compare instead

Check capability before deciding

Compare language support, semantic depth, installation model against the few observed peers — Agentery keeps the price status explicit and never invents a verdict.

Shop Search MCP's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above.

See the full market →

Henrymcp

—strong match · price unavailable

View profile →

Menlo Labs Shoppingmcp

—strong match · price unavailable

View profile →

Forage Shoppingmcp

—strong match · price unavailable

View profile →

Agent Railsmcp

—strong match · price unavailable

View profile →

Ucp Checkermcp

—strong match · price unavailable

View profile →

amazon-affiliate-mcpmcp

—strong match · price unavailable

View profile →

See the MCP response behind this page · get_provider_profile()

See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)

{
  "agent_id": "shop_search_mcp",
  "name": "Shop Search MCP",
  "url": "https://github.com/Light-Anchor/shop-search-mcp",
  "logo": "https://github.com/Light-Anchor.png?size=200",
  "niche": null,
  "category": null,
  "short_summary": "An MCP server for AI agents to search Amazon and Shopify products, assess merchants, retrieve product data, build Shopify carts, and obtain checkout URLs throu…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "usage",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "$0.05 per unit; $1 per unit (usage-based)",
    "commercial": {
      "rates": [
        {
          "line": "POST /v1/shop/search",
          "per": "per unit",
          "text": "$0.05 per unit"
        },
        {
          "line": "POST /v1/shop/cart",
          "per": "per unit",
          "text": "$0.05 per unit"
        },
        {
          "line": "POST /v1/amazon/product",
          "per": "per unit",
          "text": "$0.05 per unit"
        },
        {
          "line": "POST /v1/amazon/listing-audit",
          "per": "per unit",
          "text": "$1 per unit"
        },
        {
          "line": "POST /v1/review-insights",
          "per": "per unit",
          "text": "$5 per unit"
        },
        {
          "line": "trust.lightanchor.ai /v1/trust-check",
          "per": "per unit",
          "text": "$0.25 per unit"
        }
      ],
      "currency": "USD",
      "lines": [
        {
          "name": "POST /v1/shop/search",
          "price": "$0.05",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "POST /v1/shop/cart",
          "price": "$0.05",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "POST /v1/amazon/product",
          "price": "$0.05",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "POST /v1/amazon/listing-audit",
          "price": "$1.00",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "POST /v1/review-insights",
          "price": "$5.00",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "trust.lightanchor.ai /v1/trust-check",
          "price": "$0.25",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        }
      ]
    },
    "summary": "$0.05 per unit; $1 per unit (usage-based). The service uses pay-per-call pricing ranging from $0.05 to $5.00 per endpoint request, with a rate-limited preview tool available for free.",
    "confidence": "medium",
    "source_url": "https://github.com/Light-Anchor/shop-search-mcp",
    "checked_at": "2026-10-23T02:59:26.296Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "POST /v1/shop/search",
        "price": "$0.05",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Pay-per-call",
          "20+ Amazon and Shopify results"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "POST /v1/shop/cart",
        "price": "$0.05",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Pay-per-call",
          "Builds a real Shopify cart"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "POST /v1/amazon/product",
        "price": "$0.05",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Pay-per-call",
          "Live ASIN snapshot"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "POST /v1/amazon/listing-audit",
        "price": "$1.00",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Pay-per-call",
          "Conversion audit"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "POST /v1/review-insights",
        "price": "$5.00",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Pay-per-call",
          "Evidence-linked review analysis"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "trust.lightanchor.ai /v1/trust-check",
        "price": "$0.25",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Pay-per-call",
          "Merchant buy-safety verdict"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "mcp_server",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.com/Light-Anchor/shop-search-mcp"
  ],
  "last_checked": "2026-10-23",
  "profile_checked": null,
  "price_checked": "2026-10-23",
  "how_to_connect": {
    "website": "https://github.com/Light-Anchor/shop-search-mcp",
    "docs": null,
    "mcp": {
      "endpoint": "https://amazon.lightanchor.ai/mcp",
      "transport": "http",
      "config_snippet": "{\n  \"mcpServers\": {\n    \"shop_search_mcp\": {\n      \"url\": \"https://amazon.lightanchor.ai/mcp\"\n    }\n  }\n}"
    },
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "npx\",",
    "repository": "https://github.com/light-anchor/shop-search-mcp"
  },
  "deployment": {
    "model": "both",
    "both_offered": false,
    "hosted_endpoint": "https://amazon.lightanchor.ai/mcp",
    "install": "npx\",",
    "note": "Offered both ways: a vendor-hosted endpoint AND a self-run install are documented.",
    "evidence": {
      "sources": [
        "page_text:hosted",
        "page_text:install"
      ],
      "excerpt": "nnect (remote MCP server) Claude Code: claude mcp add --transport http shop-search https://amazon.lightanchor.ai/mcp Cursor / Claude Desktop / other stdio-only clients",
      "url": "https://github.com/Light-Anchor/shop-search-mcp",
      "observed_day": "2026-10-23",
      "age_days": 1,
      "hosted_evidence": "vendor endpoint URL on the page",
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://github.com/Light-Anchor/shop-search-mcp",
      "last_observed_day": "2026-10-23",
      "age_days": 1,
      "verified_day": "2026-10-23",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 412,
    "uptime_7d": 1,
    "checked_at": "2026-10-23T02:43:55.842Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}