# ai.atdev/supershopping (remote · supershopping-mcp.atdev.ai)

나만을 위한 AI 쇼핑 MCP — 상품을 자연어로 검색·비교·추천해 사용자의 효과적인 쇼핑을 돕습니다.

- Trust score: 66/100 (medium)
- Change this week: +5
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `supershopping-mcp.atdev.ai`: 66/100 (this document), [markdown](https://verifymcp.io/servers/ai-atdev-supershopping/supershopping-mcp.md), [page](https://verifymcp.io/servers/ai-atdev-supershopping/supershopping-mcp)

## Channel facts

- Endpoint: `https://supershopping-mcp.atdev.ai/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS not yet verified: we couldn't determine whether a plaintext access path exists.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 74/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 1616 tokens (~202/item across 8 items; 8 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 71/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
  - Structured output schemas are declared (88% of tools); any adoption earns full credit.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http ai-atdev-supershopping https://supershopping-mcp.atdev.ai/mcp
```

### Codex

```toml
[mcp_servers.ai-atdev-supershopping]
url = "https://supershopping-mcp.atdev.ai/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-atdev-supershopping": {
      "type": "remote",
      "url": "https://supershopping-mcp.atdev.ai/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add ai-atdev-supershopping --url https://supershopping-mcp.atdev.ai/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  ai-atdev-supershopping:
    url: "https://supershopping-mcp.atdev.ai/mcp"
```

### Other

```json
{
  "mcpServers": {
    "ai-atdev-supershopping": {
      "type": "http",
      "url": "https://supershopping-mcp.atdev.ai/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 66, +11)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-02 (score 55, 0)

- [security regression] Endpoint reachability: reachable → unreachable
- [security regression] Stability: 0.20 → unverified
- [security regression] Authorization: partial → unverified
- [security improvement] Transport: fail → pass
- [functional regression] Schema quality: 100 → unverified
- [functional regression] Capabilities: pass → unverified
- [functional regression] Tool coverage: 100 → unverified
- [functional improvement] Endpoint reachability: unreachable → reachable

### 2026-08-01 (score 55, −10)

- [security regression] Transport: pass → fail

### 2026-07-31 (score 65, +2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 63, +11)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 52, −9)

- [security regression] Transport: pass → fail

### 2026-07-27 (score 61, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 60)

First indexed and scored.

## MCP tools (8)

### `search_products` (~213 tokens)

슈퍼쇼핑 상품 검색

자연어로 신품·중고 통합 상품 검색 (슈퍼쇼핑의 기본 진입점).

언제: 사용자가 특정 상품을 찾을 때. 예) "남성 패딩 20만원 이하", "중고 RTX 4070", "27인치 게이밍 모니터".
자동 처리: 도메인(패션/전자)·성별·가격대·속성을 질의에서 추출해 필터링.
반환: {items: [{title, min_price, key_specs, thumbnail, buy_url, source, condition, ...}], total}.
  → 결과 제시 시 각 buy_url을 링크로 함께 보여줘라. 사진은 get_product_image로 렌더.
추천만 원하거나 검색어가 모호하면 recommend_products를 써라.

Input parameters:

- `attributes`
- `category`
- `limit` (integer)
- `max_price`
- `min_price`
- `query` (string, required)

### `get_product_detail` (~157 tokens)

슈퍼쇼핑 상품 상세

슈퍼쇼핑 상품의 전체 상세 — 스펙·쇼핑몰별 가격(offers)·신품/중고 교차비교.

언제: 사용자가 한 상품을 깊이 보거나 구매 직전일 때. (product_id는 search/recommend 결과에서 얻는다)
반환: 전체 속성 + offers(쇼핑몰별 buy_url) + comparison_url + other_sources(같은 모델의 다른 소스
  신품↔중고 가격 스프레드) + affiliate_disclosure(있으면 고지).
  → other_sources로 "같은 모델 중고는 얼마" 같은 가격차를 안내하면 좋다.

Input parameters:

- `product_id` (string, required)

### `get_product_image` (~121 tokens)

슈퍼쇼핑 상품 이미지

슈퍼쇼핑 상품의 대표 이미지를 실제 이미지(렌더 가능)로 반환.

언제: 사용자가 상품 사진을 보고 싶어할 때("이 코트 보여줘"). 검색/추천 결과의 thumbnail은
URL(텍스트)이라 화면에 안 뜨므로, 시각 확인이 필요하면 이 툴로 이미지 자체를 가져온다.
반환: 이미지 콘텐츠(여러 개를 한 번에 보여주지 말고 관심 상품 위주로 호출).

Input parameters:

- `product_id` (string, required)

### `compare_products` (~102 tokens)

슈퍼쇼핑 상품 비교

슈퍼쇼핑 상품 여러 개(2~5개)의 스펙·가격 비교 매트릭스 + 한 줄 결론.

언제: 사용자가 후보 여러 개를 견주려 할 때("이 중에 뭐가 나아?"). product_ids는 search 결과에서.
반환: {attributes: 공통 키, matrix: 상품별 값/가격, verdict: 한국어 결론}.

Input parameters:

- `product_ids` (array, required)

### `recommend_products` (~171 tokens)

슈퍼쇼핑 상품 추천

슈퍼쇼핑에서 의도·예산 기반 상품 추천 + 추천 근거.

언제: 사용자가 구체적 검색어 없이 용도/취향/예산만 말할 때("겨울 데이트룩 추천", "50만원대 가성비 노트북").
인자: intent(용도/취향), budget(예산 상한), must_have(필수 조건).
반환: {recommendations: [{title, min_price, reason, buy_url, thumbnail, source}], affiliate_disclosure?}.
  → 각 추천을 buy_url 링크와 함께 제시하고, 사진은 get_product_image로 보여줘라.

Input parameters:

- `budget`
- `intent` (string, required)
- `limit` (integer)
- `must_have`

### `recommend_outfit` (~180 tokens)

슈퍼쇼핑 코디 추천

슈퍼쇼핑에서 어울리는 코디를 추천 (씨앗 상품 또는 의도 기반).

언제: "이 코트에 어울리는 코디", "가을 데이트룩 코디" 처럼 한 벌 구성을 원할 때.
인자: product_id(씨앗 아이템, 선택), intent(의도/무드, 선택), budget(전체 예산 상한, 선택). 둘 중 하나는 필요.
반환: {seed, items:[{slot, title, min_price, reason, buy_url, thumbnail, source}], styling_reason, affiliate_disclosure?}.
  → 각 아이템을 buy_url 링크와 함께 제시하고, 사진은 get_product_image로 보여줘라.

Input parameters:

- `budget`
- `intent`
- `product_id`

### `analyze_market` (~121 tokens)

슈퍼쇼핑 시장 분석

슈퍼쇼핑 카테고리 시세 분석 — 가격 분포·최저가몰·대안.

언제: 사용자가 시세/적정가를 물을 때("그래픽카드 요즘 얼마", "노트북 가격대"). category는 이름(예: '노트북') 또는 ID.
반환: 가격 통계(최저/중앙/최고·분포)·최저가 쇼핑몰·대안 상품.

Input parameters:

- `attributes`
- `category` (string, required)

### `initiate_checkout` (~167 tokens)

슈퍼쇼핑 결제 시작(데모)

슈퍼쇼핑에서 선택한 상품의 구매로 연결 — 최저가 쇼핑몰의 구매 링크와 가격·고지를 반환.

언제: 사용자가 구매 의사를 보일 때("이거 살래", "구매하기"). 실제 결제는 판매처 페이지에서 일어난다.
반환: {payload: {merchant, buy_url(제휴 변환됨), price, ...}, affiliate_disclosure?, next_actions}.
  → buy_url을 명확한 구매 링크로 제시하고, affiliate_disclosure가 있으면 반드시 고지하라.
  중고(used)는 개인 직거래이므로 안전결제/실물확인을 안내하라.

Input parameters:

- `product_id` (string, required)
- `quantity` (integer)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/ai-atdev-supershopping/supershopping-mcp#diagnostics

## Score history

- 2026-08-03: 66
- 2026-08-02: 55
- 2026-08-01: 55
- 2026-07-31: 65
- 2026-07-30: 63
- 2026-07-29: 52
- 2026-07-28: 61
- 2026-07-27: 61
- 2026-07-26: 60

## Links

- Remote endpoint: https://supershopping-mcp.atdev.ai/mcp
- Repository: https://github.com/alex-hoyeol-choi/headless-commerce
- Changelog RSS feed: https://verifymcp.io/servers/ai-atdev-supershopping/supershopping-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/ai-atdev-supershopping/supershopping-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/ai-atdev-supershopping/supershopping-mcp