MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

io.github.kewelin/ecpro-mcp

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。

Checks passed
13 / 22

1 failed · 8 not measured

Median response
1669 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
17

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 1669 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name ecpro-ecommerce.

  • Pass
    Lists tools

    tools/list returned 17 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 1669 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 1669 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    28 of 28 parameters have a description (100%). The bar is 80%.

  • Fail
    Safety hints

    17 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-07-24T14:51:39.511645Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using io.github.kewelin/ecpro-mcp

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

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

Capabilities

Tools 17

category_price_range

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。

Discovered
check_store_safety

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。

Discovered
compare_prices

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。

Discovered
convert_price

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。

Discovered
cross_channel_gaps

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。

Discovered
detect_site_tech

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。

Discovered
find_deals

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。

Discovered
find_sites_by_tech

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。

Discovered
get_ecommerce_article

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。

Discovered
get_price_history

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。

Discovered
list_article_categories

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。

Discovered
lookup_food_barcode

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。

Discovered
price_match_check

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。

Discovered
recommend_by_budget

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。

Discovered
search_ecommerce_articles

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。

Discovered
search_products

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。

Discovered
should_i_buy_now

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。

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected1669 ms17