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kevynf

AKBridge MCP Server

by kevynf

stock_gpzy_distribute_statistics_bank_em

Read-onlyIdempotent

Get stock pledge distribution statistics by bank from East Money's data center, returning a pandas DataFrame for analyzing pledged shares per bank.

Instructions

东方财富网-数据中心-特色数据-股权质押-质押机构分布统计-银行 https://data.eastmoney.com/gpzy/distributeStatistics.aspx :return: 质押机构分布统计-银行 :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, idempotentHint, and destructiveHint=false. The description adds the return type (pandas.DataFrame) and source URL, providing some context beyond the schema. However, it does not disclose any further behavioral traits such as data coverage, rate limits, or error conditions.

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

Conciseness5/5

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

The description is extremely concise, consisting of a title line, a URL, and a return type declaration. Every line carries information, and there is no filler.

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?

The tool is a simple data retrieval with no parameters and no output schema. The description tells the agent the data source and return type, but it lacks details on the structure of the DataFrame or what specific fields are included, which could be important for selecting this tool. However, given the simplicity, it is minimally acceptable.

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, and schema coverage is 100%, so the description need not explain parameters. The baseline of 4 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 resource as 质押机构分布统计-银行 (pledge institution distribution statistics - banks) from Eastmoney, and by specifying '银行' it differentiates from the sibling company version. However, it lacks an explicit verb like 'retrieves' or 'lists', making it more of a title than a functional description.

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 only provides a URL and return type, with no mention of use cases, exclusions, or alternative tools.

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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