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maintenanceProvides comprehensive data analysis utilities including statistical functions, probability distributions, and data processing tools through natural language.
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"A guide for data cleaning and analysis in Excel" matching MCP servers:
- Flicense-qualityDmaintenanceEnables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.3
- Flicense-qualityCmaintenanceMCP 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.
- Flicense-qualityDmaintenanceAn MCP server for data analysis and visualization supporting CSV and Excel files. It enables users to generate statistical summaries and create multi-dimensional charts like heatmaps and bar plots through natural language.
- Flicense-qualityCmaintenanceAn MCP server that answers natural-language questions over CSV, Excel, and SQL data by providing deterministic tools for loading, profiling, querying, cleaning, statistical analysis, visualization, and reporting. It enables LLMs to plan and interpret while all computation is done exactly through MCP tools.
- AlicenseAqualityFmaintenanceEnables to search, analyze, and export Douyin (TikTok China) video and user data, including interaction metrics, content length, and keyword trends.823MIT
- Alicense-qualityAmaintenanceAn MCP server that provides a semantic index and 14 bounded tools for AI agents to navigate Excel workbooks by symbols, references, and diagnostics, avoiding the need to read entire rows.MIT
- Flicense-qualityCmaintenanceA 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.
- AlicenseAqualityCmaintenanceEnables AI assistants to read and write local Excel and CSV files, supporting editing, styling, and image insertion.1549MIT
- FlicenseBqualityBmaintenanceEnables AI clients to read, write, and manage Excel workbooks (.xlsx/.xlsm) directly via openpyxl, with comprehensive tools for data, formatting, formulas, charts, and more.74
- AlicenseCqualityFmaintenanceEnables 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.355136MIT
- AlicenseCqualityCmaintenanceProvides access to clean code guide documents and enables code quality inspection of external project files based on coding standards and best practices.312MIT
- FlicenseCqualityDmaintenanceEnables 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.1005
- Alicense-qualityBmaintenanceLocal MCP server that connects Claude to real Excel .xlsx files for financial and operational analysis. Enables reading, comparing, cleaning, reconciling, and writing to Excel files without cloud dependency.MIT
- Alicense-qualityDmaintenanceAn MCP server for performing Excel file operations including read, write, and manipulation, with enterprise security features and VS Code integration.514MIT
- Alicense-qualityCmaintenanceA Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.1MIT
- Alicense-qualityDmaintenanceEnables AI agents to analyze Excel files through atomic operations like filtering, aggregation, and grouping without loading raw data into context.42AGPL 3.0
- Alicense-qualityDmaintenanceEnables querying Excel and CSV files using SQL via natural language, allowing AI assistants to analyze data without manual SQL writing.1MIT
- Flicense-qualityCmaintenanceGives Claude deep tool-level control over Microsoft Excel files (.xlsx, .xlsm, .csv, .tsv) with 164 tools across 24 modules for reading, writing, formatting, formulas, charts, data analysis, and more.
- AlicenseAqualityAmaintenanceCall OpenAI Codex from Claude Code for independent second opinions, structured code review, and delegated coding tasks through a FastMCP plugin that drives the codex CLI safely.173MIT