Skip to main content
Glama

0523 Public — Taiwan Logistics & Customs

商品名稱查 CCC 稅則號別(AI 分類)

lucky_ccc_predict
Read-onlyIdempotent

用商品名稱/描述查台灣 CCC 稅則號別候選 —— 與官方稅則查詢頁 https://0523.tw/search 同一個搜尋引擎(12,000+ 筆關務署稅則),結果與頁面一致。回傳最多 5 個最相關候選(依關聯度排序),各含 11 碼 CCC 號列(cccCodeFull)、貨名、關稅率(含 ECFA 第二欄判定)與輸入規定摘要。描述越具體(品牌/型號/材質/用途)準確度越高;找不到高信心候選時請補充細節重查。查到 CCC 後可用 lucky_ccc_tariff_lookup 看完整稅費與輸入規定、lucky_import_tax_estimate 算稅。

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo回傳候選數,預設 5、上限 5(最多推薦 5 個最相關稅則號別)。
product_nameNo必填。商品名稱或描述,越具體越準(如「不鏽鋼保溫杯 500ml」優於「杯子」)。

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes完整結構化結果。欄位依工具而異,與 content[0].text 內附的 JSON 完全相同。
sourceYes資料來源,固定為 0523.tw。引用時請註明。
summaryYes一行白話結論,已把關鍵數字算好,可直接引用回覆使用者;無摘要時為空字串。

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly/idempotent/non-destructive and closed-world, so the safety profile is covered. The description adds value beyond that by disclosing output behavior: up to 5 candidates sorted by relevance, each carrying 11-digit cccCodeFull, product name, tariff rate with ECFA second-column determination, and input-regulation summary, plus that results match the official page.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The purpose and output contract are front-loaded, followed by input-quality guidance and next steps. It is fairly dense with several clauses, but nearly every sentence carries actionable information rather than padding.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description need not detail return values, yet it does convey the candidate shape and matching behavior. Combined with annotations covering safety and a 100%-covered two-param schema, an agent has everything needed to call it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds genuine semantic guidance beyond the schema: specificity of the description (brand/model/material/usage) drives accuracy, and the limit caps at 5 candidates. This meaningfully shapes how the agent formulates product_name.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource (look up Taiwan CCC tariff code candidates by product name/description) and clarifies it mirrors the official search engine. It explicitly differentiates itself from siblings by pointing to lucky_ccc_tariff_lookup for full fees and lucky_import_tax_estimate for tax, so an agent can tell what this tool does versus those.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Clear routing: it says to use this to find CCC candidates, then names the follow-on tools for full details and tax estimation. It also gives a retry condition (add details and re-search when no high-confidence candidate appears). No explicit when-not guidance, but the workflow context is strong.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources