Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@deepq-financial-toolkit What is the recent P/E ratio of CATL?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
DeepQ Technology's Chinese Financial Toolkit MCP Server (hereinafter referred to as DeepQ MCP) is an Chinese Financial AI toolkit designed for the securities industry.
We provide professional financial data tools covering stocks, ETFs, funds, research reports, news, and other information.
DeepQ MCP tools adhere to three principles for being large-language-model-friendly: natural language input/output, fast response times, and complete business logic. Services are available with just one-click configuration.
Related MCP server: Stock MCP
The MCP provides comprehensive financial data and analytical tool support for AI large language models, specifically including the following five core data capabilities:
Stock Analysis: Covers real-time quotes of individual stocks, main business operations, fundamental analysis, technical analysis, capital flow analysis, news sentiment, sector quotes, capital flow and fundamentals of sectors, and overall market index data.
ETF Analysis: Includes ETF real-time quotes, performance, technical analysis, capital flow, fundamentals, news sentiment, and underlying asset data.
Public Funds (Mutual Funds): Covers public fund performance, technical analysis, capital flow, fundamentals, news sentiment, underlying assets, and fund manager insights.
News & Information: Includes data from official securities media, primary and secondary self-media in securities, broker research reports, market hot topics, and unusual activity alerts for stocks/ETFs/sectors.
General Tools: Utility tools for getting the current date, determining trading days, standardizing stock codes, standardizing fund codes, and parsing financial entities.
The MCP tools have been officially released, with over 40 tools available for use. If you have requests for other tools, please feel free to contact us.
Tool Category | Tool Name | Description | Example Query |
A-Share Stock Analysis | stockBizHighlight | Gets the main business operations, belonging industry/themes, and core highlights of a stock. | What are the main businesses of Moutai and CATL respectively? |
stockTechAnalysis | Gets technical indicators like KDJ, BOLL, MACD for a stock, along with a technical summary and trend analysis. | How is the technical picture for CATL? | |
stockCapAnalysis | Gets capital flow data for a stock, including main fund flows, dragon-tiger list data, and margin trading data. | What was the main fund inflow for Moutai today? | |
stockFunAnalysis | Gets fundamental data for a stock, including PE, PB, ROE, gross margin, net profit margin, and company financials. | What is the recent P/E ratio of CATL? | |
stockRep | Gets the latest 3 research report insights for a stock from the past 90 days (3 months). | The latest research reports on Wuliangye | |
stockLatestPrice | Gets the latest market data for a stock, including price, change percentage, and trading volume. | What are the current latest prices for Moutai and CATL? | |
guessStockCode | Parses common names or nicknames of stocks mentioned in daily conversation into standard stock codes, names, and trading markets (SH: Shanghai; SZ: Shenzhen; BJ: Beijing; NQ: New Third Board; US: US stocks; HK: Hong Kong stocks). | What are the current latest prices for Moutai and CATL? | |
stockRiskWarning | Gets potential risk information for a stock. | Guoxuan High-Tech's stock price has been volatile recently, help me screen for risks. | |
stockFlexibility | Gets the elasticity of a stock's price reaction to external events. | How elastic is Guoxuan High-Tech's stock price? | |
stockValuation | Gets valuation data for a stock, such as PE, PB, ROE, gross margin, net profit margin, and the industry P/E ratio of its sector. | Is Guoxuan High-Tech's current valuation reasonable? | |
A-Share Market Index Analysis | mktForwardLook | Gets the outlook for the A-share market indices on a specified date. | How is the A-share market likely to perform going forward? |
aShareFearGreedIndex | Short-term fear and greed sentiment index for the A-share market. | What is the current level of short-term fear and greed sentiment in the A-share market? | |
aShareTemperature | A gauge of the current 'temperature' of the A-share market. | What is the current temperature of the A-share market? | |
aShareMarketQuotes | Gets the quotes for major A-share indices (e.g., Shanghai Composite, Shenzhen Component, ChiNext, STAR Market, Beijing Exchange Index, Hang Seng Index) on a specified date. | How did the major market indices perform today? | |
A-Share Sector Analysis | sectorCapAnalysis | Gets capital flow data for conceptual or industry sectors, including main fund flows and margin trading balances. | What was the main fund inflow into the low-altitude economy sector today? |
sectorFunAnalysis | Gets fundamental data for conceptual or industry sectors, such as PE, ROE, gross margin, and financial operating data. | What are the fundamentals of the low-altitude economy sector like? | |
sectorNewsAnalysis | Gets news messages for a conceptual or industry sector within a specified date range. | Any recent news about the low-altitude economy sector? | |
sectorReportAnalysis | Gets research report insights for a conceptual or industry sector within a specified date range. | The latest research reports on the low-altitude economy | |
sectortLatestPrice | Gets the latest real-time price, change percentage, and trading volume for a conceptual or industry sector. | How are the low-altitude economy and chip sectors performing today? | |
sectorRelatedStocks | Gets the stocks influenced by an industry or conceptual sector and the reasons for correlation. Stocks can be sorted by price change, market cap, or conceptual relevance. | Which are the leading stocks in the Apple concept sector? | |
sectorPriceChangeRank | Ranks the sectors with the highest price increases or decreases over a specified date range, providing related news. | Which are the top 10 sectors by gain today? | |
sectorPriceChangeReason | Queries the performance of a sector over a date range and provides attributing news. | What was the gain for the innovative drug sector over the past month? | |
ETF Analysis & Diagnostics | etfBasicInfo | Gets key basic information and interpretation for an ETF, such as fund size, fee rate, and tracking error. | What is the total expense ratio of the DaCheng Nonferrous Metals Futures ETF? |
etfFunAnalysis | Gets key valuation and fundamental data for an ETF, such as P/E ratio, P/E percentile, P/B ratio, P/B percentile, dividend yield, and ROE. | How is the valuation of the CSI 300 ETF? | |
etfPerformance | Gets performance metrics for an ETF fund over the past 1 year, 3 years, year-to-date, and since inception, including return rate, annualized return, annualized volatility, Sharpe ratio, maximum drawdown, annualized excess return, and information ratio. | How has the performance of the CSI A500 E Fund ETF been this year? | |
etfUnderAssets | Gets the ETF's heavily weighted sectors, heavily weighted stocks, and heavily weighted bonds. | What are the top holdings of the CSI A500 E Fund ETF? | |
etfLatestPrice | Gets real-time quotes for an ETF fund, including latest size, fee rate, tracking error, and other key basic data. | How much did the Healthcare ETF rise today? | |
etfTechAnalysis | Gets key technical data and interpretation for an ETF fund, such as moving averages and MACD. | How is the technical picture for the CSI 300 ETF? | |
etfRelatedNews | Gets recent relevant news and information for an ETF fund. | Any news related to the CSI 300 ETF? | |
Fund Analysis & Diagnostics | fundBasicInfo | Gets basic information for a fund, including classification, labels, managing company, and fund manager. | Who is the fund manager of China Merchants Quantitative Select? |
fundPerformance | Gets performance metrics for a fund over the past 1 year, 3 years, year-to-date, and since inception, including return rate, annualized return, annualized volatility, Sharpe ratio, maximum drawdown, annualized excess return, and information ratio. | What is the return of China Merchants Quantitative Select over the past year? | |
fundUnderAssets | Conducts a look-through analysis of the fund's underlying heavily weighted sectors, heavily weighted stocks, and heavily weighted bonds. | How are the top holdings of China Merchants Quantitative Select performing? | |
fundRecentViews | Gets the fund manager's recent views on the fund, including investment strategy, operational analysis, and future macro outlook. | The recent investment views of China Merchants Quantitative Select and Zhongtai Xingyuan Value Select | |
guessFundCode | Parses fund abbreviations or nicknames into standard fund codes, names, and trading markets (SH: Shanghai; SZ: Shenzhen; OF: Over-the-counter). | How is the Semiconductor ETF? | |
Market Event Interpretation | aShareMarketEvents | Gets important events related to the A-share market (macro, industry, sector, listed companies) and interprets the opportunities within. | Any major events happening in the market recently? |
Securities Information Search | officialSecuNews | Retrieves information from relevant official securities media. | Any recent news about stablecoins? |
weMediaSecuNews | Retrieves information from relevant securities self-media sources. | Any recent news about Moutai? | |
finEntityExtract | Extracts financial entities (individual stocks, funds, conceptual sectors, industries) mentioned in natural language, returning their codes and names. For stocks, it also returns belonging concepts and Shenwan industries; for ETF funds, it returns the tracked index. | Today's price change for Moutai? | |
currentDatetime | Gets today's date, time, day of the week, and holiday information. | Today's price change for the Gold ETF? | |
recentTransDate | Gets today's date and whether it's a trading day, the previous trading date, and the next trading date. | What was the tracking error of the Gold ETF on the last trading day? | |
Research View Search | macroResearch | Gets research views and interpretations from various brokerages on macro topics (economic data, macro events, macro policies). | What do institutions think about the Fed rate cut? |
stkResearch | Gets research views from various brokerages on individual stocks (i.e., listed companies). | What do institutions think about Jiayi Shares? | |
industryResearch | Gets research views from various brokerages on industries. | Recent investment advice for the tourism industry? | |
researchRatingStats | Gets rating statistics for an individual stock (listed company) or industry from various brokerages. | What are the stock ratings for Moutai from various brokerages? |
A sample configuration for using the MCP Server with VS Code + Cline is as follows (using a trial API_KEY for free trial).
{
"mcpServers": {
"deepq-finance-toolkit-mcp-server": {
"command": "npx",
"args": [
"-y",
"@deepqtech/mcp-server-js@latest",
"start"
],
"env": {
"DEEPQ_API_KEY": "4iskgEuB4nTSHaCad2bDUw"
}
}
}
}Note: If too many concurrent calls are made, you will receive an error message: You have been restricted, please try again later!. You can apply for independent concurrency quota at: https://g.h5gdvip.com/p/tgcp0ld7
深擎科技提供的 MCP Server（以下简称深擎MCP）是一个面向证券行业的AI工具包。
我们提供股票、ETF、基金、研报、新闻资讯等专业金融领域数据工具。
深擎MCP工具遵循大模型友好3原则：自然语言输入输出、请求迅捷、业务完整，一键配置即享服务。
MCP为AI大模型提供了完整的金融数据与分析工具支持，具体包含以下五大核心数据能力：
股票分析：涵盖个股实时行情、主营业务、基本面、技术面、资金面、消息面，板块行情、资金面与基本面，大盘行情情况数据
ETF分析：ETF实时行情、业绩表现、技术面、资金面、基本面、消息面、底层资产数据
公募基金：公募基金业绩表现、技术面、资金面、基本面、消息面、底层资产、基金经理观点数据
新闻资讯：证券官媒、证券一二级自媒体、券商研报、市场热门事件、个股/ETF/板块异动消息数据
通用工具：当下日期获取、交易日判断、股票代码标准化、基金代码标准化、金融实体解析数据工具
MCP工具已正式发布，40+个工具任您使用，如果您有其它想要的工具需求，可以联系我们哦～
工具分类 | 工具/接口名称 | 描述 | 提问示例 |
A股个股分析 | 个股主营与亮点stockBizHighlight | 个股主营与亮点：获取个股的主营业务、所属行业/主题、及核心亮点。 | 茅台和宁德时代的主营业务分别是什么？ |
个股技术面stockTechAnalysis | 个股技术面：获取股票的 KDJ、BOLL、MACD 等技术指标，以及技术面总结与走势分析。 | 宁德时代的技术面怎么样？ | |
个股资金面分析stockCapAnalysis | 个股资金面：获取股票主力资金流向、龙虎榜、两融数据。 | 茅台今日主力资金流入多少？ | |
个股基本面stockFunAnalysis | 个股基本面：获取股票的PE、PB、ROE、毛利率、净利率，及公司财务等公司基本面数据。 | 宁德时代最近的市盈率多少？ | |
个股研报观点stockRep | 个股研报面：获取股票近90天（3个月）内最新的3篇研报观点。 | 五粮液最新的研报 | |
个股最新行情stockLatestPrice | 个股最新行情：获取股票最新行情数据，包括价格、涨跌幅、交易量。 | 茅台和宁德时代当前最新价格是多少？ | |
个股实体解析guessStockCode | 个股实体解析：将日常对话中个股简称、别称，解析为标准的股票代码、名称、交易市场（SH：沪市；SZ：深市；BJ：京市；NQ：新三板；US：美股；HK：港股）。 | 茅台和宁德时代当前最新价格是多少？ | |
个股风险扫雷stockRiskWarning | 个股风险扫雷：获取个股潜在的风险信息 | 国轩高科最近股价有点妖，帮我扫个雷 | |
个股股性查询stockFlexibility | 个股股性查询：获取个股对于外部事件的股价反应弹性 | 国轩高科股价弹性如何? | |
个股估值面stockValuation | 个股估值面：获取股票的PE、PB、ROE、毛利率、净利率，所属行业行业市盈率等公司估值数据。 | 国轩高科现在估值合理吗？ | |
A股大盘分析 | 大盘后市观点mktForwardLook | 大盘后市观点：可获取指定日期的A股大盘后市展望。 | A股后市怎么走？ |
A股恐贪指数aShareFearGreedIndex | A股恐贪指数：A股市场短期恐贪情绪指数 | A股短期恐贪情绪到哪啦？ | |
A股市场温度计aShareTemperature | A股市场温度计：A股当下市场的温度指数 | 当下A股市场温度如何？ | |
A股大盘行情aShareMarketQuotes | A股大盘行情：获取指定日期A股主流指数（上证指数、深证成指、创业板指、科创板指、北证指数、恒生指数等）行情。 | 今天大盘行情如何？ | |
A股板块分析 | 板块资金面分析sectorCapAnalysis | 板块资金面：获取概念或行业板块主力资金流向、两融余额数据。 | 低空经济板块今日主力资金流入多少？ |
板块基本面sectorFunAnalysis | 板块基本面：获取概念或行业板块的PE、ROE、毛利率、财务经营数据等基本面数据。 | 低空经济板块的基本面怎么样？ | |
板块消息面sectorNewsAnalysis | 板块消息面：获取概念或行业板块指定日期段内的新闻消息。 | 低空经济板块最近有啥消息？ | |
板块研报面sectorReportAnalysis | 板块研报面：获取概念或行业板块指定日期段内的研报观点。 | 低空经济最新的研报 | |
板块最新行情sectortLatestPrice | 板块最近行情：获取概念或行业板块最新实时价格、涨跌幅、交易量数据。 | 低空经济和芯片板块今天行情如何？ | |
板块相关个股sectorRelatedStocks | 板块相关个股：获取行业或概念板块所影响股票及关联理由，相关个股可根据个股涨跌幅、个股市值、概念相关度进行排序。 | 苹果概念有哪些龙头股？ | |
板块涨跌幅榜单sectorPriceChangeRank | 板块涨跌幅榜单：查询日期区间内涨跌幅最大的板块榜单，并提供相关消息 | 今天涨幅前10的板块是哪些？ | |
板块行情查询与归因sectorPriceChangeReason | 板块行情查询与归因：查询日期区间的板块行情，并给出归因消息 | 创新药板块最近一个月涨幅多少？ | |
ETF分析与诊断 | ETF基本信息etfBasicInfo | ETF基本信息：获取ETF基金的规模、费率、跟踪误差等基本信息关键数据与解读。 | 大成有色金属期货ETF的综合费率是多少 |
ETF基本面与估值etfFunAnalysis | ETF基本面与估值：获取ETF的市盈率PE、PE分位、市净率PB、PB分位、股息率、ROE等估值与基本面关键数据。 | 沪深300ETF估值怎么样 | |
ETF业绩表现etfPerformance | ETF业绩数据：获取ETF基金近1年、3年、今年、成立以来的业绩指标，包括：收益率、年化收益率、年化波动、夏普比率、最大回撤、年化超额、信息比率。 | 中证A500易方达ETF今年以来业绩如何？ | |
ETF底层资产etfUnderAssets | ETF底层资产：获取ETF底层重仓行业、重仓股票、重仓债券 | 中证A500易方达ETF重仓股有哪些？ | |
ETF实时行情etfLatestPrice | ETF实时行情：获取ETF基金最新规模、费率、跟踪误差等基本信息关键数据。 | 医药ETF今天涨了多少 | |
ETF技术面etfTechAnalysis | ETF技术面：获取ETF基金的均线、MACD等技术面关键数据与解读。 | 沪深300ETF的技术面怎么样？ | |
ETF消息面etfRelatedNews | ETF消息面：获取ETF基金最近相关新闻资讯。 | 沪深300ETF有什么消息？ | |
基金分析与诊断 | 基金基本信息fundBasicInfo | 基金基本信息：获取基金分类、基金标签、所属公司、基金经理 | 招商量化精选的基金经理是谁？ |
基金业绩fundPerformance | 基金业绩：近1年、3年、今年、成立以来的业绩指标，包括：收益率、年化收益率、年化波动、夏普比率、最大回撤、年化超额、信息比率 | 招商量化精选近一年收益如何？ | |
基金底层资产fundUnderAssets | 基金底层资产：穿透分析基金底层重仓行业、重仓股票、重仓债券 | 招商量化精选的重仓股表现怎么样？ | |
基金经理观点fundRecentViews | 基金经理观点：基金经理对基金的近期观点，包括：投资策略和运作分析、未来宏观展望 | 招商量化精选和中泰星元价值优选的近期投资观点 | |
基金实体解析guessFundCode | 基金实体解析：将基金简称、别称，解析为标准基金代码、名称、交易市场（SH：沪市，SZ：深市，OF：场外）。 | 半导体ETF怎么样 | |
市场大事解读 | A股市场大事aShareMarketEvents | A股市场大事：获取A股市场相关宏观、产业、行业、上市公司（股票）重要事件，并解读其中机会。 | 最近市场上有哪些大事？ |
证券资讯搜索 | 证券官媒检索officialSecuNews | 证券官媒检索：获取相关证券官媒资讯 | 稳定币最近有什么消息 |
证券自媒检索weMediaSecuNews | 证券自媒检索：获取相关证券自媒体资讯 | 茅台最近有什么消息 | |
金融实体解析finEntityExtract | 金融实体解析：根据自然语言中提及的个股、基金、概念板块、行业，返回其代码、名称。其中，个股还返回所属概念、所属申万行业，ETF基金返回其跟踪指数。 | 茅台今日涨跌幅 | |
查询当前时间currentDatetime | 查询当前日期时间：获取今天的日期、时间、星期几、节日。 | 黄金ETF今日涨跌幅 | |
查询交易日期recentTransDate | 交易日期：获取今天的日期和是否交易日、上一个交易日期、下一个交易日期。 | 黄金ETF上个交易日的跟踪误差？ | |
研究观点搜索 | 宏观研究观点macroResearch | 宏观研报观点：获取各券商对于宏观（经济数据、宏观事件、宏观政策）的研究观点和解读。 | 机构怎么看美联储降息 |
公司研究观点stkResearch | 公司研究观点：获取各券商对于个股（即：上市公司）的研究观点 | 机构怎么看嘉益股份？ | |
行业研究观点industryResearch | 行业研究观点：获取各券商对于行业的研究观点 | 旅游行业最近的投资建议 | |
研报评级统计researchRatingStats | 研报评级统计：个股（上市公司）或行业的评级统计 | 各家券商机构对茅台的股票评级情况 |
使用VS Code + Cline配置MCP Server样例如下(试用免费试用的API_KEY）。
{
"mcpServers": {
"deepq-finance-toolkit-mcp-server": {
"command": "npx",
"args": [
"-y",
"@deepqtech/mcp-server-js@latest",
"start"
],
"env": {
"DEEPQ_API_KEY": "4iskgEuB4nTSHaCad2bDUw"
}
}
}
}注意：当调用并发太多，将收到报错message：You have been restricted, please try again later!。可申请独立并发流量：https://g.h5gdvip.com/p/tgcp0ld7
查询当前日期时间：获取今天的日期、时间、星期几、节日
Inputs: no named parameters. Returns: msg, code, data
ETF基本信息：获取ETF基金的规模、费率、跟踪误差等基本信息关键数据与解读
Inputs: query (required). Returns: msg, code, data
ETF基本面与估值：获取ETF的市盈率PE、PE分位、市净率PB、PB分位、股息率、ROE等估值与基本面关键数据
Inputs: query (required). Returns: msg, code, data
ETF实时行情：获取ETF基金最新规模、费率、跟踪误差等基本信息关键数
Inputs: query (required). Returns: msg, code, data
ETF业绩数据：获取ETF基金近1年、3年、今年、成立以来的业绩指标，包括：收益率、年化收益率、年化波动、夏普比率、最大回撤、年化超额、信息比率
Inputs: query (required). Returns: msg, code, data
ETF消息面：获取ETF基金最近相关新闻资讯
Inputs: query (required). Returns: msg, code, data
ETF技术面：获取ETF基金的均线、MACD等技术面关键数据与解读
Inputs: query (required). Returns: msg, code, data
ETF底层资产：获取ETF底层重仓行业、重仓股票、重仓债券
Inputs: query (required). Returns: msg, code, data
金融实体解析：根据自然语言中提及的个股、基金、概念板块、行业，返回其代码、名称。其中，个股还返回所属概念、所属申万行业，ETF基金返回其跟踪指数
Inputs: query (required). Returns: msg, code, data
基金基本信息：获取基金分类、基金标签、所属公司、基金经理
Inputs: query (required). Returns: msg, code, data
基金业绩：近1年、3年、今年、成立以来的业绩指标，包括：收益率、年化收益率、年化波动、夏普比率、最大回撤、年化超额、信息比率
Inputs: query (required). Returns: msg, code, data
基金经理观点：基金经理对基金的近期观点，包括：投资策略和运作分析、未来宏观展望
Inputs: query (required). Returns: msg, code, data
基金底层资产：穿透分析基金底层重仓行业、重仓股票、重仓债券
Inputs: query (required). Returns: msg, code, data
基金实体解析：将基金简称、别称，解析为标准基金代码、名称、交易市场（SH：沪市，SZ：深市，OF：场外）
Inputs: query (required). Returns: msg, code, data
个股实体解析：将日常对话中个股简称、别称，解析为标准的股票代码、名称、交易市场（SH：沪市；SZ：深市；BJ：京市；NQ：新三板；US：美股；HK：港股）。
Inputs: query (required). Returns: msg, code, data
行业研究观点：获取各券商对于行业的研究观点
Inputs: query (required), endDate, maxCnt, startDate. Returns: msg, code, data
宏观研报观点：获取各券商对于宏观（经济数据、宏观事件、宏观政策）的研究观点和解读
Inputs: query (required), endDate, maxCnt, startDate. Returns: msg, code, data
大盘后市观点：获取A股大盘后市展望
Inputs: date. Returns: msg, code, data
证券官媒检索：获取相关证券官媒资讯
Inputs: query (required), endDate, maxCnt, relevance, +1 more. Returns: msg, code, data
交易日期：获取今天的日期和是否交易日、上一个交易日期、下一个交易日期
Inputs: no named parameters. Returns: msg, code, data
研报评级统计：个股（上市公司）或行业的评级统计
Inputs: query (required), endDate, startDate. Returns: msg, code, data
板块资金面：获取概念或行业板块主力资金流向、两融余额数据
Inputs: query (required), date. Returns: msg, code, data
板块基本面：获取概念或行业板块的PE、ROE、毛利率、财务经营数据等基本面数据
Inputs: query (required), date. Returns: msg, code, data
板块消息面：获取概念或行业板块指定日期段内的新闻消息
Inputs: query (required), endDate, maxCnt, startDate. Returns: msg, code, data
板块涨跌幅榜单：查询日期区间内涨跌幅最大的板块榜单，并提供相关消息
Inputs: endDate, priceDirection, sectorCount, sectorType, +1 more. Returns: msg, code, data
板块行情查询与归因：查询日期区间的板块行情，并给出归因消息
Inputs: endDate, query, startDate. Returns: msg, code, data
板块相关个股：获取行业或概念板块所影响股票及关联理由，相关个股可根据个股涨跌幅、个股市值、概念相关度进行排序
Inputs: query (required), sortBy, stockCnt. Returns: msg, code, data
板块研报面：获取概念或行业板块指定日期段内的研报观点
Inputs: query (required), endDate, maxCnt, startDate. Returns: msg, code, data
板块最近行情：获取概念或行业板块最新实时价格、涨跌幅、交易量数据
Inputs: query (required), date. Returns: msg, code, data
公司研究观点：获取各券商对于个股（即：上市公司）的研究观点
Inputs: query (required), endDate, maxCnt, startDate. Returns: msg, code, data
个股主营与亮点：获取个股的主营业务、所属行业/主题、及核心亮点
Inputs: query (required). Returns: msg, code, data
个股资金面：获取股票主力资金流向、龙虎榜、两融数据
Inputs: query (required). Returns: msg, code, data
个股股性分析：换手率得分、流通市值得分、涨停得分
Inputs: query (required). Returns: msg, code, data
个股基本面：获取股票的PE、PB、ROE、毛利率、净利率，及公司财务等公司基本面数据
Inputs: query (required). Returns: msg, code, data
个股最新行情：获取股票最新行情数据，包括价格、涨跌幅、交易量
Inputs: query (required). Returns: msg, code, data
个股研报面：获取股票近90天（3个月）内最新的3篇研报观点
Inputs: query (required). Returns: msg, code, data
个股风险扫雷：获取个股潜在的风险信息。
Inputs: query (required). Returns: msg, code, data
个股技术面：获取股票的 KDJ、BOLL、MACD 等技术指标，以及技术面总结与走势分析
Inputs: query (required). Returns: msg, code, data
个股估值面：获取股票的PE、PB、ROE、毛利率、净利率，所属行业市盈率等公司估值数据。
Inputs: query (required), date. Returns: msg, code, data
证券自媒检索：获取相关证券自媒体资讯
Inputs: query (required), endDate, maxCnt, relevance, +1 more. Returns: msg, code, data
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Scored across 44 tools
The tools are organized by asset types (A-share, ETF, fund, stock, sector) and analysis dimensions (basic info, performance, technical, fundamental, news), which helps distinguish them. However, there is notable overlap within categories, such as 'etfBasicInfo' and 'etfLatestPrice' both covering similar ETF data, and 'stockFunAnalysis' and 'stockValuation' both addressing valuation metrics, which could cause confusion in tool selection.
Most tools follow a consistent snake_case pattern with clear prefixes indicating the asset type (e.g., 'aShare', 'etf', 'fund', 'stock', 'sector'), which aids readability. Minor inconsistencies include 'guessFundCode' and 'guessStockCode' using 'guess' instead of a more standard verb like 'parse', and 'mktForwardLook' abbreviating 'market' differently than other tools, but overall the naming is predictable and well-structured.
With 44 tools, the count is excessive for a single server, leading to potential overwhelm and redundancy. While the domain of financial analysis is broad, the tools could be consolidated or split into more focused servers (e.g., separate servers for A-shares, ETFs, funds, stocks, and sectors) to improve usability and reduce overlap.
The tool set comprehensively covers the financial analysis domain, offering CRUD-like operations across multiple asset types (A-shares, ETFs, funds, stocks, sectors) and analysis dimensions (basic info, performance, technical, fundamental, news, research). There are no obvious gaps; tools address data retrieval, entity parsing, market events, and various analytical perspectives, ensuring agents can handle diverse financial queries without dead ends.
China A-share market data for research, backtesting and AI agents via MCP.
China A-share market data over MCP: 22 tools for quotes, K-line, financials, money flow, top-trader boards, sectors, macro, convertible bonds and factor screening. Five tools need no API key, so you can connect and try it immediately.
China A-share data for AI agents: 57 read-only tools plus 6 tools for your own watchlist.
Financial data MCP server for Claude, ChatGPT, Cursor and Codex. Real-time stock quotes, financial statements, options flow, SEC filings, insider trades, 13F holdings, macro data and market news from gloom.sh, the open-source Bloomberg Terminal alternative.
