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kevynf

AKBridge MCP Server

by kevynf

macro_china_postal_telecommunicational

Read-onlyIdempotent

Retrieves China's postal and telecommunication industry statistics from Sina Finance macro data, returning a pandas DataFrame for economic analysis.

Instructions

新浪财经-中国宏观经济数据-邮电业务基本情况 https://finance.sina.com.cn/mac/#industry-11-0-31-1 :return: 邮电业务基本情况 :rtype: pandas.DataFrame

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

The annotations already declare readOnlyHint=true, openWorldHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds the source URL and return type (pandas.DataFrame), but does not disclose behavioral traits such as update frequency, coverage limitations, or any quirks. This is acceptable given the annotations.

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

Conciseness3/5

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

The description is compact but includes a URL and the phrase '邮电业务基本情况' appears in both the title and the :return: line, creating redundancy. It is not structured with an action-first verb and mixes human-readable text with docstring-like syntax.

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

Completeness4/5

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

For a zero-parameter, fixed-data retrieval tool, the description provides the data topic, source, and return type, which is reasonably complete. It does not describe the DataFrame's columns or index, but since there is no output schema and the dataset is named, this is a minor gap.

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?

The tool has zero parameters (empty schema), and the description correctly implies a no-argument call. With no parameters to document, the baseline score is 4, and the description does not need to add parameter details.

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 identifies the resource: '邮电业务基本情况' (postal and telecommunications business basic situation) from Sina Finance macro data. However, it lacks an explicit action verb like 'get' or 'return', instead using a noun phrase. It distinguishes from siblings by naming the exact data domain.

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?

There is no guidance on when to use this tool versus alternatives. The description does not mention exclusions or alternative tools for similar macro data. The only signal is the data name itself, which implies usage but does not explicitly state it.

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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