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xiaozhozho

akshare-mcp

by xiaozhozho
OverviewSchemaRelated ServersScoreDiscussions
Python
Remote

akshare_stock_fundamental

Retrieve A-share fundamental data including financial statements, key indicators, profit forecasts, shareholder structure, IPO declarations, ESG ratings, dividends, and institutional research activity from multiple Chinese sources.

Instructions

A-share fundamental data: financial statements (balance sheet, income, cash flow — 新浪/东财/同花顺 by report period, year, quarter), key financial indicators, profit forecasts, shareholder structure, executive holdings, restricted shares, IPO declarations, ESG ratings, dividend history, stock pledges, and institutional research activity.

Available Methods

  • stock_add_stock(symbol='688166') 新浪财经-发行与分配-增发

  • stock_circulate_stock_holder(symbol='600000') 新浪财经-股东股本-流通股东

  • stock_financial_abstract(symbol='600004') 新浪财经-财务报表-关键指标

  • stock_financial_abstract_new_ths(symbol='000063', indicator='按报告期') 同花顺-财务指标-重要指标

  • stock_financial_abstract_ths(symbol='000063', indicator='按报告期') 同花顺-财务指标-主要指标

  • stock_financial_analysis_indicator(symbol='600004', start_year='1900') 新浪财经-财务分析-财务指标

  • stock_financial_analysis_indicator_em(symbol='301389.SZ', indicator='按报告期') 东方财富-A股-财务分析-主要指标

  • stock_financial_benefit_new_ths(symbol='000063', indicator='按报告期') 同花顺-财务指标-利润表

  • stock_financial_benefit_ths(symbol='000063', indicator='按报告期') 同花顺-财务指标-利润表

  • stock_financial_cash_new_ths(symbol='000063', indicator='按报告期') 同花顺-财务指标-现金流量表

  • stock_financial_cash_ths(symbol='000063', indicator='按报告期') 同花顺-财务指标-现金流量表

  • stock_financial_debt_new_ths(symbol='000063', indicator='按报告期') 同花顺-财务指标-资产负债表

  • stock_financial_debt_ths(symbol='000063', indicator='按报告期') 同花顺-财务指标-资产负债表

  • stock_financial_hk_analysis_indicator_em(symbol='00853', indicator='年度') 东方财富-港股-财务分析-主要指标

  • stock_financial_hk_report_em(stock='00700', symbol='资产负债表', indicator='年度') 东方财富-港股-财务报表-三大报表

  • stock_financial_report_sina(stock='sh600600', symbol='资产负债表') 新浪财经-财务报表-三大报表

  • stock_financial_us_analysis_indicator_em(symbol='TSLA', indicator='年报') 东方财富-美股-财务分析-主要指标

  • stock_financial_us_report_em(stock='TSLA', symbol='资产负债表', indicator='年报') 东方财富-美股-财务分析-三大报表

  • stock_fund_stock_holder(symbol='600004') 新浪财经-股本股东-基金持股

  • stock_history_dividend() 新浪财经-发行与分配-历史分红

  • stock_history_dividend_detail(symbol='000002', indicator='分红', date='') 新浪财经-发行与分配-分红配股详情

  • stock_individual_basic_info_hk_xq(symbol='02097', token=None, timeout=None) 雪球-个股-公司概况-公司简介

  • stock_individual_basic_info_us_xq(symbol='NVDA', token=None, timeout=None) 雪球-个股-公司概况-公司简介

  • stock_individual_basic_info_xq(symbol='SH601127', token=None, timeout=None) 雪球-个股-公司概况-公司简介

  • stock_individual_notice_report(security, symbol='全部', begin_date=None, end_date=None) 东方财富网-数据中心-公告大全-个股

  • stock_institute_hold(symbol='20051') 新浪财经-股票-机构持股一览表

  • stock_institute_hold_detail(stock='600433', quarter='20201') 新浪财经-股票-机构持股详情

  • stock_institute_recommend(symbol='投资评级选股') 新浪财经-机构推荐池-最新投资评级

  • stock_institute_recommend_detail(symbol='000001') 新浪财经-机构推荐池-股票评级记录

  • stock_ipo_declare_em() 东方财富网-数据中心-新股数据-首发申报企业信息

  • stock_ipo_hk_ths() 同花顺-数据中心-新股申购与中签-港股

  • stock_ipo_info(stock='600004') 新浪财经-发行与分配-新股发行

  • stock_ipo_review_em() 东方财富网-数据中心-新股申购-新股上会信息

  • stock_ipo_ths(symbol='全部A股') 同花顺-数据中心-新股申购与中签

  • stock_ipo_tutor_em() 东方财富网-数据中心-新股数据-IPO辅导信息

  • stock_main_stock_holder(stock='600004') 新浪财经-股本股东-主要股东

  • stock_management_change_ths(symbol='688981') 同花顺-公司大事-高管持股变动

  • stock_notice_report(symbol='全部', date='20220511') 东方财富网-数据中心-公告大全-沪深京 A 股公告

  • stock_profit_forecast_em(symbol='') 东方财富网-数据中心-研究报告-盈利预测

  • stock_profit_forecast_ths(symbol='600519', indicator='预测年报每股收益') 同花顺-盈利预测

  • stock_register_all_em() 东方财富网-数据中心-新股数据-IPO审核信息-全部

  • stock_register_bj() 东方财富网-数据中心-新股数据-IPO审核信息-北交所

  • stock_register_cyb() 东方财富网-数据中心-新股数据-IPO审核信息-创业板

  • stock_register_db() 东方财富网-数据中心-新股数据-IPO审核信息-达标企业

  • stock_register_kcb() 东方财富网-数据中心-新股数据-IPO审核信息-科创板

  • stock_register_sh() 东方财富网-数据中心-新股数据-IPO审核信息-上海主板

  • stock_register_sz() 东方财富网-数据中心-新股数据-IPO审核信息-深圳主板

  • stock_restricted_release_detail_em(start_date='20221202', end_date='20241202') 东方财富网-数据中心-限售股解禁-解禁详情一览

  • stock_restricted_release_queue_em(symbol='600000') 东方财富网-数据中心-个股限售解禁-解禁批次

  • stock_restricted_release_queue_sina(symbol='600000') 新浪财经-发行分配-限售解禁

  • stock_restricted_release_stockholder_em(symbol='600000', date='20200904') 东方财富网-数据中心-个股限售解禁-解禁股东

  • stock_restricted_release_summary_em(symbol='全部股票', start_date='20221101', end_date='20221209') 东方财富网-数据中心-特色数据-限售股解禁

  • stock_shareholder_change_ths(symbol='688981') 同花顺-公司大事-股东持股变动

  • stock_zh_a_gbjg_em(symbol='603392.SH') 东方财富-A股数据-股本结构

  • stock_zygc_em(symbol='SH688041') 东方财富网-个股-主营构成

  • stock_zyjs_ths(symbol='000066') 同花顺-主营介绍

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dateNo
adjustNo
methodYes
periodNo
symbolNo
end_dateNo
start_dateNo
params_jsonNo{}

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Tool Definition Quality

C2.5/5.0
Behavior2/5

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

No annotations are provided, so the description must disclose behavior, but it only lists methods without stating side effects, reading nature, or error handling. It mentions data sources (新浪/东财/同花顺) which adds some value, but overall transparency is low.

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

Conciseness2/5

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

The description is unnecessarily long with an exhaustive list of methods. While the first sentence gives a high-level overview, the remainder is a massive bullet list that could be summarized. Every sentence does not earn its place; much of the content could be moved to a separate reference.

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 the tool's complexity (8 parameters, many sub-functions) and the lack of schema descriptions, the description fails to be complete. It does not explain the purpose of universal parameters like params_json, nor does it cover how output schema relates to each method. Significant gaps remain despite the length.

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

Parameters2/5

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

The input schema has 8 parameters with 0% description coverage, yet the description does not explain the universal parameters (date, adjust, period, params_json) in the schema. The method listing shows example parameters for sub-functions but does not map to the schema, leaving agents unable to understand how to properly fill parameters.

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 states the tool provides A-share fundamental data including financial statements, indicators, forecasts, etc. This distinguishes it from sibling tools like akshare_stock_a, but the structure as a long list of sub-functions detracts from immediate 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 explicit guidance on when to use this tool versus alternatives. The description does not mention scenarios where other sibling tools would be more appropriate, leaving the agent to rely on naming conventions alone.

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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