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"A guide for data cleaning and analysis in Excel" matching MCP servers:

  • a-stock-data-mcp

    droid-Q
    F
    license
    -
    quality
    C
    maintenance
    MCP server adapter that exposes A-share stock data tools, prompts, and resources via FastMCP, enabling querying of stocks, K-lines, financials, sectors, and market hot spots through natural language.

  • 11fgb-cleaning-tools-mcp

    kossik
    A
    license
    -
    quality
    B
    maintenance
    Provides deterministic cleaning cost, time, crew, and chemical usage estimates for homes and offices via MCP and HTTP endpoints.
    MIT

  • MCP for Stock Market Analysis

    nbx0021
    F
    license
    -
    quality
    C
    maintenance
    A production-grade MCP server that provides tools to fetch historical stock data, company information, and technical indicators (SMA, EMA, RSI, MACD, Bollinger Bands) via yfinance, and includes a Flask web dashboard for visual analysis.

  • Excel MCP Server

    ishayoyo
    A
    license
    C
    quality
    F
    maintenance
    Enables conversational data analysis of Excel/CSV files through natural language queries, powered by 395 Excel functions via HyperFormula and multi-provider AI. Supports advanced analytics, bulk operations, financial modeling, and large file processing with intelligent chunking.
    35
    51
    36
    MIT

  • Excel Finance MCP

    jeremycharlesgillespie
    F
    license
    C
    quality
    D
    maintenance
    Enables comprehensive Excel operations and financial calculations including investment analysis, rental property management, expense tracking, and automated financial reporting. Supports creating Excel workbooks with advanced financial formulas, cash flow projections, and tax calculations for accounting and finance workflows.
    100
    5

  • a-share-mcp

    shouldnotappearcalm
    A
    license
    -
    quality
    F
    maintenance
    提供A股实时行情、历史K线、财务报表、技术指标等全方位数据查询的MCP服务器，支持盘中即时更新及批量查询。
    23
    MIT

  • A-Share MCP Server

    firmmaple
    A
    license
    -
    quality
    D
    maintenance
    Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.
    27
    MIT

  • ifsc-in

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Enables Indian bank branch IFSC code lookup via Razorpay's open API, allowing AI agents to retrieve branch details using IFSC codes.
    2
    MIT

  • futures-analysis-mcp

    vivizero
    F
    license
    -
    quality
    C
    maintenance
    MCP server for domestic futures analytics, providing tools to fetch OHLCV data, check data quality, analyze market metrics, and generate markdown reports via the Model Context Protocol.

  • a-share-mcp

    RicalLiu
    F
    license
    -
    quality
    C
    maintenance
    Local MCP server for A-share stock trading via Tonghuashun, offering account/position queries, buy/sell/cancel orders with risk controls and forced user confirmation; currently simulated with a reserved interface for real broker channels.

  • financial-analysis-mcp-server

    kablewy
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for financial analysis that provides real-time and historical stock prices via Alpha Vantage and company fundamentals via Financial Modeling Prep.
    2
    13
    MIT

  • A Share MCP

    24mlight
    A
    license
    C
    quality
    D
    maintenance
    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    2
    41
    646
    MIT

  • Alpha Vantage Stock Analysis

    ranveer0323
    A
    license
    D
    quality
    D
    maintenance
    Allows Claude and other MCP clients to access real-time and historical stock market data from Alpha Vantage API, including intraday and daily stock data with customizable intervals.
    3
    14
    6
    MIT

  • HTZL A Share MCP

    mm2xai
    A
    license
    -
    quality
    B
    maintenance
    MCP server providing 29 A-share analysis skills including real-time data, capital flow, limit-up tracking, technical/fundamental analysis, backtesting, risk control, and Xueqiu portfolio tracking, enabling AI agents to execute market research and strategy tasks.
    Apache 2.0

  • Stock Analysis MCP Server

    AnasOsama2
    F
    license
    -
    quality
    C
    maintenance
    Provides financial stock analysis for U.S. public companies via SEC EDGAR APIs, offering tools to resolve companies, retrieve filings, calculate profitability metrics, compare periods, detect red flags, and get audit evidence, all without API keys.

  • MCP Stock Analysis Server

    giptilabs
    F
    license
    -
    quality
    D
    maintenance
    Provides access to real-time and historical Indian stock data via Yahoo Finance API, enabling local LLMs to retrieve stock information through MCP-compatible agents like Claude Desktop and Cursor.
    2