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jameslai-sparkofy

Taiwan Tender MCP

search_by_category

Search Taiwan government procurement tenders by category code to find relevant projects. Filter results with keywords and set result limits for targeted research.

Instructions

依標的分類代碼搜尋標案。例如:5174(地板及牆面貼磚工程)、8672(工程服務)、452(計算機及其零件)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
category_codeYes標的分類代碼,例如:5174、8672、452
keywordNo額外的關鍵字過濾(可選)
limitNo回傳筆數上限(預設 20)
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It describes a search operation but doesn't mention whether this is read-only, if it requires authentication, rate limits, pagination behavior, or what the output format looks like. The examples add some context but don't cover key behavioral traits.

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 description is concise and front-loaded with the core purpose. The example codes are helpful but could be slightly more integrated; overall, it's efficient with minimal waste.

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

Completeness2/5

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

Given no annotations and no output schema, the description is incomplete. It doesn't explain what the tool returns (e.g., list of tenders, error conditions) or behavioral aspects like safety or performance. For a search tool with 3 parameters, more context is needed.

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

Parameters3/5

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

Schema description coverage is 100%, so the schema already documents all parameters. The description provides example category codes (e.g., 5174, 8672, 452) which add semantic context beyond the schema, but doesn't explain parameter interactions or usage nuances. Baseline 3 is appropriate given high schema coverage.

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

Purpose4/5

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

The description clearly states the tool's purpose: '依標的分類代碼搜尋標案' (search for tenders by category code). It specifies the verb '搜尋' (search) and resource '標案' (tenders), though it doesn't explicitly differentiate from sibling tools like 'search_tenders' or 'list_tenders_by_date'.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives. It includes example category codes but doesn't mention sibling tools or contexts where this tool is preferred, leaving the agent to infer usage from the name alone.

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

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