# io.github.kewelin/ecpro-mcp (remote · ecpro.tw)

台灣電商情報與商品比價：跨通路查 momo、PChome、品牌官網即時價格與歷史最低價、偵測網站電商技術、搜尋電商知識庫。資料來源 ecpro.tw。

- Trust score: 67/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `ecpro.tw`: 67/100 (this document), [markdown](https://verifymcp.io/servers/kewelin-ecpro-mcp/ecpro.md), [page](https://verifymcp.io/servers/kewelin-ecpro-mcp/ecpro)

## Channel facts

- Endpoint: `https://ecpro.tw/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**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 17 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - 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**: 75/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 1915 tokens (~112/item across 17 items; 17 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**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **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 kewelin-ecpro-mcp https://ecpro.tw/mcp
```

### Codex

```toml
[mcp_servers.kewelin-ecpro-mcp]
url = "https://ecpro.tw/mcp"
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add kewelin-ecpro-mcp --url https://ecpro.tw/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  kewelin-ecpro-mcp:
    url: "https://ecpro.tw/mcp"
```

### Other

```json
{
  "mcpServers": {
    "kewelin-ecpro-mcp": {
      "type": "http",
      "url": "https://ecpro.tw/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 67, +1)

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.

### 2026-08-01 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 65, −1)

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

### 2026-07-30 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-29 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 64, +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 63)

First indexed and scored.

## MCP tools (17)

### `search_ecommerce_articles` (~194 tokens)

搜尋 ECPRO 電商博士的電商經營知識文章（繁體中文，涵蓋行銷、傳播、品牌、廣告流量、轉換優化、會員回購、金流財務、物流營運、數據 KPI、跨境通路、AI 應用等）。回傳標題、摘要、分類與網址。回答台灣電商經營、開店、行銷、廣告、數據等問題時使用。

Input parameters:

- `category` (string): 可選分類，例如「廣告與流量」「金流定價財務」「會員與回購」
- `limit` (number): 回傳筆數，預設 8，最多 20
- `query` (string, required): 關鍵字，例如「客單價」「Meta 廣告」「跨境」「復購」

### `get_ecommerce_article` (~70 tokens)

用 slug 取得 ECPRO 電商博士單篇文章的完整內容（純文字），含常見問答（FAQ）。先用 search_ecommerce_articles 找到 slug 再呼叫。

Input parameters:

- `slug` (string, required): 文章 slug，例如 aov-average-order-value-optimization

### `detect_site_tech` (~83 tokens)

即時偵測任一網站使用的電商技術：開店平台（SHOPLINE / 91APP / Shopify / WooCommerce 等）、金流、廣告像素、分析追蹤與行銷工具。輸入網址或網域。

Input parameters:

- `url` (string, required): 網址或網域，例如 example.com.tw

### `list_article_categories` (~44 tokens)

列出 ECPRO 電商博士知識庫的所有文章分類與各分類文章數，用來了解知識庫涵蓋範圍。

### `search_products` (~193 tokens)

搜尋台灣電商商品與價格（涵蓋 momo、PChome 24h 與台灣品牌官網）。回傳商品名、目前價格、通路與購買連結，依價格由低到高。使用者想買某商品、問價格、要推薦選購時使用。

Input parameters:

- `channel` (string): 限定通路：momo｜pchome｜official（品牌官網），可選
- `limit` (number): 回傳筆數，預設 10，最多 20
- `max_price` (number): 價格上限（元），可選
- `min_price` (number): 價格下限（元），可選
- `query` (string, required): 商品關鍵字，例如「藍牙喇叭」「氣炸鍋」「Marshall 喇叭」

### `compare_prices` (~93 tokens)

比較某商品在 momo、PChome 與台灣品牌官網的價格，回傳整體最低價、各通路最低價與候選清單。使用者問「哪裡買最便宜」「幫我比價」時使用。

Input parameters:

- `query` (string, required): 商品關鍵字，越精確越好，例如「SONY SRS-XB100」

### `get_price_history` (~67 tokens)

取得單一商品的歷史價格走勢（日期＋價格），判斷現在是不是低點、是不是真優惠。offer_id 由 search_products / compare_prices 的結果取得。

Input parameters:

- `offer_id` (string, required): 商品 offer_id，例如 momo:15014911

### `find_deals` (~155 tokens)

找台灣電商目前的優惠：今天跌到歷史新低的商品、折扣最深的商品，或某品類的最低價。使用者問「今天有什麼好康／降價」「有什麼便宜的○○」時使用。

Input parameters:

- `category` (string): 可選，指定品類看該品類最低價，例如「氣炸鍋」「藍牙喇叭」
- `limit` (number): 回傳筆數，預設 15，最多 30
- `type` (string): 優惠類型：lowest（跌到歷史新低，預設）｜discount（折扣最深）

### `check_store_safety` (~101 tokens)

檢查一個台灣網購網站是否安全：比對 8.8 萬筆詐騙通報名單、是否已收錄建檔、有無營運公司登記。使用者買東西前問「這網站安全嗎／是不是詐騙／可以信任嗎」時使用。

Input parameters:

- `domain` (string, required): 網站網址或網域，例如 example.com.tw

### `find_sites_by_tech` (~113 tokens)

反查台灣有哪些網站使用某個電商技術（開店平台、金流、廣告像素、分析工具）。使用者問「用 SHOPLINE 的台灣網站有哪些」「哪些站在用綠界金流」時使用。

Input parameters:

- `limit` (number): 回傳筆數，預設 20，最多 50
- `tech` (string, required): 技術名稱，例如「SHOPLINE」「CYBERBIZ」「綠界」「Meta Pixel」

### `cross_channel_gaps` (~91 tokens)

找出同一款商品在 momo、PChome、品牌官網之間價差最大的排行：選對通路能省最多的商品清單。使用者問「哪些東西不同通路差很多」「同款哪裡買最便宜」時使用。

Input parameters:

- `limit` (number): 回傳筆數，預設 15，最多 30

### `price_match_check` (~100 tokens)

幫使用者檢查一個商品是否買貴了：輸入商品名稱與你付的價格，回傳其他通路有沒有更便宜、能省多少。使用者問「我買的○○貴了嗎」「這價格合理嗎」時使用。

Input parameters:

- `paid_price` (number, required): 你付的價格（元）
- `product` (string, required): 商品名稱或關鍵字

### `recommend_by_budget` (~135 tokens)

依預算和情境推薦台灣商品：送禮、學生、租屋族、居家辦公等。使用者問「X 元送禮推薦什麼」「租屋族該買什麼」「學生 3C 推薦」時使用。

Input parameters:

- `budget` (number, required): 預算上限（元）
- `category` (string): 可選，指定品類，例如「藍牙耳機」
- `scene` (string): 可選情境關鍵字，例如「送禮」「租屋」「學生」「露營」「居家辦公」

### `category_price_range` (~94 tokens)

查某個商品品類在台灣的整體行情：最低價、中位數、平均、最高價與各價格帶。使用者問「○○大概多少錢」「○○行情」「多少預算能買到○○」時使用。

Input parameters:

- `category` (string, required): 品類，例如「藍牙喇叭」「氣炸鍋」「除濕機」

### `should_i_buy_now` (~94 tokens)

判斷某商品現在是不是買點：用歷史價與近期趨勢分析「該買還是等」。使用者問「○○現在該買嗎」「這價格划算嗎」「還會再降嗎」時使用。offer_id 由 search_products / compare_prices 取得。

Input parameters:

- `offer_id` (string, required): 商品 offer_id，例如 momo:15014911

### `convert_price` (~76 tokens)

把台幣金額換算成美金、日圓、人民幣等主要外幣（即時匯率）。使用者問「這個多少美金／日圓」「跨境比價」時使用。

Input parameters:

- `amount_twd` (number, required): 台幣金額

### `lookup_food_barcode` (~69 tokens)

用商品條碼查食品的成分、營養、過敏原（Open Food Facts 全球食品資料庫）。使用者掃到條碼、問食品成分/營養時使用。

Input parameters:

- `barcode` (string, required): 商品條碼（EAN/UPC 數字）

## Diagnostics

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

## Score history

- 2026-08-03: 67
- 2026-08-02: 66
- 2026-08-01: 66
- 2026-07-31: 65
- 2026-07-30: 66
- 2026-07-29: 65
- 2026-07-28: 64
- 2026-07-27: 64
- 2026-07-26: 63

## Links

- Remote endpoint: https://ecpro.tw/mcp
- Repository: https://github.com/kewelin/ecpro-mcp
- Website: https://ecpro.tw/price/
- Changelog RSS feed: https://verifymcp.io/servers/kewelin-ecpro-mcp/ecpro/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/kewelin-ecpro-mcp/ecpro/changelog.json
- HTML version of this page: https://verifymcp.io/servers/kewelin-ecpro-mcp/ecpro