Skip to main content
Glama
kevynf

AKBridge MCP Server

by kevynf

stock_repurchase_em

Read-onlyIdempotent

Retrieve stock repurchase data from East Money's data center. Get buyback records as a pandas DataFrame for financial analysis.

Instructions

东方财富网-数据中心-股票回购-股票回购数据 https://data.eastmoney.com/gphg/hglist.html :return: 股票回购数据 :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, covering the safety profile. The description adds the data source URL and return type (pandas.DataFrame), but does not disclose additional behavioral details such as data granularity or pagination. No contradiction with annotations.

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 very short and front-loaded with the title, but it is somewhat fragmentary, consisting of a title, URL, and return type. It is not wasteful, but it lacks a clear sentence structure.

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, the description identifies the source and return type, but leaves the actual data contents vague ('stock repurchase data'). With no output schema, the agent may not know what columns or time period to expect, making completeness moderate.

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 input schema has zero parameters, so the baseline score of 4 applies. The description does not need to explain parameter semantics, and it correctly does not attempt to.

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 names the resource clearly: '股票回购数据' (stock repurchase data) from East Money's data center, with a specific URL. It distinguishes from siblings by topic, but lacks an explicit verb like 'get' or 'fetch', making it more a title than a complete 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?

The description provides no guidance on when to use this tool versus alternatives. It does not mention any conditions, exclusions, or alternative tools, leaving the agent without context for selection.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/kevynf/akbridge'

If you have feedback or need assistance with the MCP directory API, please join our Discord server