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kevynf

AKBridge MCP Server

by kevynf

fund_scale_close_sina

Read-onlyIdempotent

Fetches closed-end fund scale data from Sina Finance, returning a pandas DataFrame for analysis.

Instructions

新浪财经-基金数据中心-基金规模-封闭式基金 https://vip.stock.finance.sina.com.cn/fund_center/index.html#jjhqetf :return: 基金规模 :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?

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and destructiveHint false, so the safety profile is covered. The description adds a return type (pandas.DataFrame) and a source URL, but it does not disclose data freshness, column structure, pagination, or any edge-case behavior. This is minimal but not contradictory.

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 extremely concise, containing only the title, a source URL, and return type in three short components. Every element earns its place, and there is no redundancy. It could be more structured with a sentence describing the data, but for a zero-parameter tool, the brevity is appropriate.

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

Completeness3/5

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

For a zero-parameter, read-only tool with good annotations, the description is minimally sufficient. It tells the user it returns a pandas DataFrame of closed-end fund scale from Sina, but it does not explain what columns are included, whether the data is historical or current, or how it might differ from similar tools. This leaves some gaps but is acceptable for such a simple endpoint.

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, so the description does not need to explain parameter semantics. The schema coverage is 100% (vacuously), and there is nothing for the description to add. The baseline of 4 for zero-parameter tools applies.

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 tool as Sina Finance closed-end fund scale data ('新浪财经-基金数据中心-基金规模-封闭式基金'), distinguishing it from open-end and structured fund scale siblings via the '封闭式基金' qualifier. However, it lacks an explicit verb like 'get' or 'retrieve', functioning more as a title than a declarative purpose statement.

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?

No guidance is provided on when to use this tool versus alternatives. There is no mention of related tools such as fund_scale_open_sina or fund_scale_structured_sina, nor any contextual hints about selecting this specific closed-end fund scale endpoint. The description only states the category without exclusions or recommendations.

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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