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kevynf

AKBridge MCP Server

by kevynf

stock_hk_index_spot_em

Read-onlyIdempotent

Fetch real-time Hong Kong stock index spot data from East Money. Returns a pandas DataFrame with current index values, enabling quick market analysis.

Instructions

东方财富网-行情中心-港股-指数实时行情 https://quote.eastmoney.com/center/gridlist.html#hk_index :return: 指数行情 :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=true and idempotentHint=true. The description adds that the data is from East Money's market center and returns a pandas.DataFrame, but does not disclose any further behavior like data latency or pagination.

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 short, but the first line duplicates the title annotation. The URL and return type are useful, but the redundant line wastes space.

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?

For a no-param, no-output-schema tool, the description only states it returns a DataFrame of index quotes. It lacks details on which indices, columns, or the nature of the data, making it incomplete for an agent to understand the result.

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 the schema coverage is 100% with an empty object. Per the rubric, a baseline of 4 is appropriate.

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

Purpose3/5

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

The description states '港股-指数实时行情' (HK index real-time quotes) which indicates the resource, but it is a noun phrase without a verb and essentially repeats the title annotation. It does not distinguish from sibling tools like stock_hk_index_spot_sina.

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. It only gives a source URL and return type, with no mention of use cases or exclusions.

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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