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jadenmong

AKShare MCP Server

by jadenmong

get_stock_realtime_data

Fetch current stock market data by inputting a stock code. Get live prices and trading details for any listed Chinese stock.

Instructions

Get stock real-time data from HTTP sources.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
symbolYesStock code, for example "000001"
Behavior2/5

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

No annotations exist, so description must fully disclose behavior. It only states 'from HTTP sources,' which is trivial. Missing critical details: data freshness, rate limits, authentication requirements, error handling, or whether it returns live vs. delayed data.

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?

Single sentence front-loads purpose efficiently. No extraneous words, but could be slightly more informative without losing 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?

Given only one parameter and no output schema, the description should specify what data is returned (e.g., price, volume, timestamp) or any limits. It fails to provide this essential context, leaving the agent underinformed.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% (parameter 'symbol' described with example). Description adds no additional meaning beyond the schema, so baseline score of 3 is appropriate.

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?

Clearly states 'Get stock real-time data,' specifying verb and resource. Sibling tools like get_stock_historical_data and search_stock indicate distinct scope, so differentiation is implied. However, it lacks specifics about market or data source, which would enhance clarity.

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 usage guidance provided. The description does not indicate when to use this tool versus alternatives (e.g., search_stock for finding stocks, get_stock_historical_data for past data). No prerequisites or contexts mentioned.

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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