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qiupo

AkShare MCP Server

by qiupo

realtime_quote

Retrieves real-time A-share stock quotes to provide current price and market data for analysis.

Instructions

获取实时行情数据(使用A股实时行情)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
symbolNo股票代码参数(当前版本将返回所有A股实时行情,原 realtime_quote 函数在 akshare 中不存在)
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. It mentions that the symbol parameter currently returns all A-share quotes and that the original function does not exist in akshare. However, it does not disclose rate limits, data source, update frequency, or any limitations. This is insufficient for a tool with no 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 very short (one sentence) and lacks structure. It is front-loaded but could benefit from clearer formatting or bullet points. The title is absent, which hurts conciseness.

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?

There is no output schema, so the description should explain return values. It does not mention what data the user receives. The mention of akshare adds confusion. The tool feels incomplete for an agent to use correctly.

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?

Schema description coverage is 100% for the single parameter. The description adds useful context that the parameter is intended for a stock code but currently returns all A-share quotes, clarifying behavior beyond the schema.

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 the tool gets real-time market data for A-shares, which is specific. However, it does not distinguish itself from sibling tools like stock_sh_a_spot_em and stock_sz_a_spot_em, which likely provide similar data. The purpose is somewhat clear but lacks differentiation.

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 sibling tools include several A-share spot tools, but the description gives no comparison or context for selection.

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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