io.github.kewelin/ecpro-mcp

REMOTE · ECPRO.TW · SCANNED AUG 3

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。

Available components

+3 this week 67 67 Trust /100

Trust breakdown (6 categories)

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. How we score →

Endpoint Security57

The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
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. See how to fix → View diagnostics → Unverified
HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail

Transport & Reachability100

Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass

Schema Quality & AI Usability75

AI-judged instruction clarity (excellent).Pass
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. See how to fix → Fail
Usage-examples check failed: none of the tools include examples. See how to fix → Fail

Stability & Change Management27

Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial

Tool Coverage100

100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
100% of tool parameters carry a description.Pass

Capabilities100

Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · ecpro.tw

Claude Codex opencode OpenClaw Hermes Other

# add to Claude Code

claude mcp add --transport http kewelin-ecpro-mcp https://ecpro.tw/mcp

# ~/.codex/config.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
    }
  }
}

# add to OpenClaw

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

# ~/.hermes/config.yaml

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

// mcp.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 we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

3 Aug 26 +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.
1 Aug 26 +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.
31 Jul 26 −1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
30 Jul 26 +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.
29 Jul 26 +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.
27 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
26 Jul 26 63

First indexed and scored.

Show 6 earlier entries Hide earlier entries

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://ecpro.tw/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject	Issuer	Valid from	Valid until	Key	Signature	Serial
CN=ecpro.tw	CN=WE1,O=Google Trust Services,C=US	17 Jul 2026	15 Oct 2026	ECDSA 256	ECDSA-SHA256	3f536c358116caad1309d0abd066ab77
SANs: ecpro.tw, *.ecpro.tw
CN=WE1,O=Google Trust Services,C=US (CA)	CN=GTS Root R4,O=Google Trust Services LLC,C=US	13 Dec 2023	20 Feb 2029	ECDSA 256	ECDSA-SHA384	7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA)	CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE	15 Nov 2023	28 Jan 2028	ECDSA 384	SHA256-RSA	7fe530bf331343bedd821610493d8a1b

DNSSEC insecure

Validation of ecpro.tw. — Not signed

Zone	DS	Keys	Algorithms	Outcome
.	trust_anchor	20326, 38696	8, 8	Verified
tw.	present	46902	13	Verified
ecpro.tw.	absent			Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation

Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result	No authorisation required
HTTP status	200

Transports 2 probes

Transport	URL	Outcome	Status	Location
streamable-http	https://ecpro.tw/mcp	Verified	200
http (plaintext)	http://ecpro.tw/mcp	HTTPS enforced	301	https://ecpro.tw/mcp

MCP tools — 17 exposed · ~1,772 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens

category_price_range ~94

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 Output Examples

Name	Type	Req	Description
category	string	yes	品類，例如「藍牙喇叭」「氣炸鍋」「除濕機」

No output schema declared.

No examples provided.

check_store_safety ~101

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 Output Examples

Name	Type	Req	Description
domain	string	yes	網站網址或網域，例如 example.com.tw

No output schema declared.

No examples provided.

compare_prices ~93

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 Output Examples

Name	Type	Req	Description
query	string	yes	商品關鍵字，越精確越好，例如「SONY SRS-XB100」

No output schema declared.

No examples provided.

convert_price ~76

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 Output Examples

Name	Type	Req	Description
amount_twd	number	yes	台幣金額

No output schema declared.

No examples provided.

cross_channel_gaps ~91

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 Output Examples

Name	Type	Req	Description
limit	number	—	回傳筆數，預設 15，最多 30

No output schema declared.

No examples provided.

detect_site_tech ~83

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 Output Examples

Name	Type	Req	Description
url	string	yes	網址或網域，例如 example.com.tw

No output schema declared.

No examples provided.

find_deals ~155

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 Output Examples

Name	Type	Req	Description
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）

No output schema declared.

No examples provided.

find_sites_by_tech ~113

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 Output Examples

Name	Type	Req	Description
limit	number	—	回傳筆數，預設 20，最多 50
tech	string	yes	技術名稱，例如「SHOPLINE」「CYBERBIZ」「綠界」「Meta Pixel」

No output schema declared.

No examples provided.

get_ecommerce_article ~70

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 Output Examples

Name	Type	Req	Description
slug	string	yes	文章 slug，例如 aov-average-order-value-optimization

No output schema declared.

No examples provided.

get_price_history ~67

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 Output Examples

Name	Type	Req	Description
offer_id	string	yes	商品 offer_id，例如 momo:15014911

No output schema declared.

No examples provided.

list_article_categories ~44

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。

Input Output Examples

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

lookup_food_barcode ~69

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 Output Examples

Name	Type	Req	Description
barcode	string	yes	商品條碼（EAN/UPC 數字）

No output schema declared.

No examples provided.

price_match_check ~100

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 Output Examples

Name	Type	Req	Description
paid_price	number	yes	你付的價格（元）
product	string	yes	商品名稱或關鍵字

No output schema declared.

No examples provided.

recommend_by_budget ~135

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 Output Examples

Name	Type	Req	Description
budget	number	yes	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」

No output schema declared.

No examples provided.

search_ecommerce_articles ~194

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 Output Examples

Name	Type	Req	Description
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	yes	關鍵字，例如「客單價」「Meta 廣告」「跨境」「復購」

No output schema declared.

No examples provided.

search_products ~193

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 Output Examples

Name	Type	Req	Description
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	yes	商品關鍵字，例如「藍牙喇叭」「氣炸鍋」「Marshall 喇叭」

No output schema declared.

No examples provided.

should_i_buy_now ~94

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 Output Examples

Name	Type	Req	Description
offer_id	string	yes	商品 offer_id，例如 momo:15014911

No output schema declared.

No examples provided.

On this page

Handy links

Scoring key

80+ high trust
60–79 medium
below 60 low

How we score

Score history · last 30 days

26 Jul 3 Aug

Day	Score
26 Jul	63
27 Jul	64
28 Jul	64
29 Jul	65
30 Jul	66
31 Jul	65
1 Aug	66
2 Aug	66
3 Aug	67