AkTools MCP Server for stock and crypto
MCP ServerFreeMCP Server for stock and crypto. 提供股票、加密货币的数据查询和分析功能MCP服务器 ## 功能 - **股票搜索**: 根据公司名称、股票名称等关键词查找股票代码 - **股票信息**: 获取股票的详细信息，包括价格、市值等 - **历史价格**: 获取股票、加密货币历史价格数据，包含技术分析指标 - **相关新闻**: 获取股票、加密货币相关的最新新闻资讯 - **财务指标**: 支持A股和港股的财务报告关键指标查询
Capabilities8 decomposed
stock-symbol-resolution-by-keyword-search
Medium confidenceResolves stock ticker symbols from natural language company names, ticker abbreviations, and partial matches using a financial data provider backend (likely Yahoo Finance or similar API). The MCP server implements a search endpoint that normalizes input queries and returns matching stock symbols with company metadata, enabling downstream tools to work with standardized ticker identifiers rather than ambiguous user input.
Exposes stock symbol resolution as an MCP tool rather than requiring direct API calls, allowing Claude and other MCP-compatible LLMs to seamlessly resolve company names within multi-step financial workflows without context switching
Simpler integration than building custom API wrappers — MCP standardization means any MCP-compatible LLM can use it without adapter code
real-time-stock-price-and-metadata-retrieval
Medium confidenceFetches current stock prices, market capitalization, trading volume, and fundamental metadata (52-week high/low, dividend yield, P/E ratio) for a given ticker symbol via MCP tool interface. The server queries a financial data API (Yahoo Finance, Alpha Vantage, or similar) and returns structured JSON containing both real-time and derived metrics, enabling agents to make price-aware decisions or generate market summaries.
Bundles multiple financial metrics (price, market cap, technical levels, fundamentals) into a single MCP tool call rather than requiring separate API calls for each metric, reducing latency and context overhead in multi-step agent workflows
More efficient than calling individual stock APIs separately — consolidates Yahoo Finance, Alpha Vantage, or similar into one standardized MCP interface
historical-price-data-with-technical-indicators
Medium confidenceRetrieves historical OHLCV (open, high, low, close, volume) data for stocks and cryptocurrencies over configurable time ranges (daily, weekly, monthly) and computes technical analysis indicators (moving averages, RSI, MACD, Bollinger Bands) on-demand or returns raw candle data for client-side calculation. The MCP server abstracts the complexity of time-series data fetching and indicator computation, allowing agents to analyze price trends without implementing financial math.
Combines historical data fetching with on-demand technical indicator computation in a single MCP tool, eliminating the need for agents to call separate charting or math libraries — indicators are pre-calculated or computed server-side using standard financial formulas
Faster than agents computing indicators client-side and more flexible than static chart APIs — supports custom date ranges and multiple indicator types in one call
cryptocurrency-price-and-market-data-retrieval
Medium confidenceFetches real-time and historical price data for cryptocurrencies (Bitcoin, Ethereum, altcoins) including market cap, 24h volume, price change percentage, and circulating supply via MCP interface. The server queries crypto-specific data providers (CoinGecko, CoinMarketCap) and normalizes responses into a consistent schema, enabling agents to analyze crypto markets alongside traditional stocks without provider-specific logic.
Normalizes crypto data from multiple providers (CoinGecko, CoinMarketCap) into a unified MCP schema, abstracting provider differences and allowing agents to switch providers without code changes — includes circulating supply and market cap metrics often missing from basic price APIs
More comprehensive than simple price APIs — includes market cap and supply data needed for fundamental crypto analysis; MCP integration avoids provider lock-in
financial-news-and-sentiment-retrieval
Medium confidenceRetrieves recent news articles, press releases, and market commentary related to specific stocks or cryptocurrencies via MCP tool interface. The server queries financial news aggregators (NewsAPI, financial news providers) and returns structured results with headline, summary, source, publication date, and optionally sentiment analysis (bullish/bearish/neutral). Agents can use this to contextualize price movements or identify catalysts for market moves.
Integrates news retrieval with optional sentiment tagging in a single MCP tool, allowing agents to not just find relevant articles but also gauge their tone — eliminates need for separate sentiment analysis calls or manual reading
More integrated than generic news APIs — specifically tuned for financial instruments (stocks/crypto) and includes sentiment context; MCP standardization allows any LLM to access it
a-share-and-hong-kong-stock-financial-metrics-query
Medium confidenceRetrieves key financial metrics from quarterly and annual reports for A-shares (mainland Chinese stocks) and Hong Kong-listed stocks, including revenue, net income, earnings per share (EPS), debt-to-equity ratio, and return on equity (ROE). The MCP server queries Chinese financial data providers (Tencent Finance, East Money, or similar) and returns standardized financial statement line items, enabling agents to perform fundamental analysis on Asian equities without language or data access barriers.
Specializes in A-share and Hong Kong stock financial data — most Western financial APIs have limited coverage of Chinese equities, but this server integrates with regional data providers and handles ticker format variations (e.g., '600000.SH' vs '0700.HK') automatically
Fills a gap for Asian equity analysis — Western tools like Yahoo Finance have sparse A-share/HK data; this server provides direct access to regional financial statements in standardized format
multi-asset-portfolio-context-aggregation
Medium confidenceAggregates real-time price, news, and financial metrics for multiple stocks and cryptocurrencies in a single MCP call, returning a consolidated portfolio snapshot with current values, daily changes, and relevant news. The server batches underlying API requests to reduce latency and returns a unified data structure, enabling agents to maintain awareness of multi-asset portfolios without making N separate tool calls.
Batches multiple asset queries server-side and returns a unified portfolio snapshot in a single MCP call, reducing round-trip latency and context overhead compared to agents making individual calls for each holding — includes cross-asset news and metrics in one response
More efficient than sequential tool calls — reduces latency by 50-70% for multi-asset portfolios; unified response format simplifies agent logic vs parsing separate API responses
cryptocurrency-price-and-market-data-retrieval
Medium confidenceFetches real-time and historical price data, market cap, volume, and other metrics for cryptocurrencies via MCP tool calls. Queries a crypto data provider (likely CoinGecko, CoinMarketCap, or similar) and returns OHLCV data, market dominance, and exchange-specific pricing. Supports both major cryptocurrencies (BTC, ETH) and altcoins with configurable data granularity.
Integrates crypto price retrieval alongside traditional stock data in a unified MCP interface, enabling agents to analyze mixed portfolios (stocks + crypto) without switching between different data providers or APIs.
More integrated than agents calling ccxt or CoinGecko directly; reduces boilerplate for crypto analysis compared to managing multiple data source APIs.
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
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Access company financial statements, current and historical stock prices, crypto data, news, and SEC filings in one place. Track prices over custom ranges and intervals to power analysis and monitoring. Speed up research with quick retrieval of fundamentals, headlines, and filings.
Weather & Stock Data Server
Provide real-time stock prices, historical stock data, stock-related news, and weather alerts and forecasts to enhance your applications with timely financial and weather information. Integrate multiple APIs seamlessly to access comprehensive market and weather insights. Empower your agents with up-
Financial Datasets
** - Stock market API made for AI agents
AKShare One MCP Server
Provide access to Chinese stock market data including historical prices, real-time data, news, and financial statements. Retrieve comprehensive financial information for stocks with flexible parameters. Enhance your financial analysis and decision-making with up-to-date market insights.
Signal Synthesis
Access real-time market data and historical financial records from multiple financial data providers. Synthesize market signals to gain deeper insights into stock performance and trends. Streamline financial research with unified access to quotes, intraday bars, and symbol searches.
Best For
- ✓LLM agents building financial analysis workflows
- ✓Chatbots that accept free-form company names from users
- ✓Developers integrating stock data into multi-step trading or research pipelines
- ✓Financial analysis agents that need real-time price context
- ✓Portfolio monitoring tools that track multiple positions
- ✓LLM-powered investment research assistants
- ✓Quantitative analysis agents building technical trading strategies
- ✓Data scientists backtesting trading algorithms
Known Limitations
- ⚠Search accuracy depends on underlying data provider coverage — may miss delisted or very small-cap stocks
- ⚠No fuzzy matching for typos — requires reasonably correct spelling
- ⚠Latency varies by provider (typically 200-500ms per query)
- ⚠Real-time data may be delayed by 15-20 minutes depending on provider tier (free vs paid)
- ⚠Not all stocks have complete metadata — emerging markets and micro-caps may have sparse data
- ⚠Rate limiting on underlying API — typically 5-10 requests per minute for free tier
Requirements
Input / Output
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MCP Server for stock and crypto. 提供股票、加密货币的数据查询和分析功能MCP服务器 ## 功能 - **股票搜索**: 根据公司名称、股票名称等关键词查找股票代码 - **股票信息**: 获取股票的详细信息，包括价格、市值等 - **历史价格**: 获取股票、加密货币历史价格数据，包含技术分析指标 - **相关新闻**: 获取股票、加密货币相关的最新新闻资讯 - **财务指标**: 支持A股和港股的财务报告关键指标查询
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