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"A tool for working with spreadsheets and data analysis" matching MCP servers:

  • MCP Spreadsheets

    AlexHerranr
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    security
    F
    license
    -
    quality
    Provides comprehensive control over Google Sheets to read, write, format, and manage spreadsheets directly through natural language. It includes extensive tools for data manipulation, conditional formatting, and cell protection, along with integrated PostgreSQL database query capabilities.
    Last updated

  • Data Discovery Tool

    SofiaPurtova
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    security
    F
    license
    -
    quality
    Enables AI agents to index and search across SQLite databases and CSV files to discover table schemas and column metadata. It provides a unified MCP API for data source management and structural exploration through natural language.
    Last updated
    • Apple
    • Linux

  • Data Analysis MCP Server

    boyzhang666
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    security
    F
    license
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    quality
    Provides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.
    Last updated
    4

  • FastAPI MCP Math and Tool

    hannguyendd
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    security
    F
    license
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    quality
    A FastAPI-integrated MCP server that provides mathematical operations like addition and multiplication using Pandas for data manipulation. It serves as a comprehensive example for implementing different tool registration patterns and real-time communication via Server-Sent Events.
    Last updated

  • GEO Analysis for AI SEO

    houtini-ai
    A
    security
    A
    license
    B
    quality
    GEO (Generative Engine Optimisation). This tool shows you exactly how AI search engines see your content - claim density, writing quality, E-E-A-T signals, extractability. Research-backed metrics that correlate with 40% higher AI citation rates.
    Last updated
    2
    17
    17
    MIT
    • Apple
    • Linux

  • A-Share MCP Server

    firmmaple
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    security
    A
    license
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    quality
    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.
    Last updated
    23
    MIT
    • Linux
    • Apple

  • MCP Remote with Adobe and Okta

    adobe-rnd
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    security
    A
    license
    -
    quality
    A wrapper for mcp-remote that provides secure authentication for protected MCP servers using Adobe IMS or Okta OAuth flows. It features automated token management, validation, and background refreshing for seamless access to remote resources.
    Last updated
    16
    2
    MIT
    • Apple
    • Linux

  • Scancode License Analysis Tool

    bivex
    A
    security
    F
    license
    -
    quality
    Analyzes software licenses using Scancode data to help users identify problematic licenses, affected files, and compliance issues through the Model Context Protocol.
    Last updated
    5

  • CHOFF-A-MCP (Anamnesis)

    dd-dent
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    security
    A
    license
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    quality
    Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.
    Last updated
    1
    MIT

  • QuantClaw Data

    yoniassia
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    security
    F
    license
    -
    quality
    Provides access to a comprehensive financial intelligence platform featuring real-time market data, quantitative models, and alternative data sources. It enables users to perform advanced financial analysis including options analytics, portfolio modeling, and SEC filing research.
    Last updated

  • Tool-Plaid

    reilly3000
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    security
    F
    license
    -
    quality
    Enables interaction with Plaid's financial data API to sync bank transactions and retrieve account balances with secure encrypted token storage.
    Last updated

  • yt-analysis-mcp

    Legorobotdude
    A
    security
    F
    license
    -
    quality
    Enables analysis of YouTube videos using the Gemini API to generate summaries and answer specific questions via direct URLs. It supports standard videos and shorts, allowing users to interact with video content without requiring manual downloads.
    Last updated
    5
    1

  • agent-tool

    knewstimek
    A
    security
    A
    license
    A
    quality
    Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities.
    Last updated
    2
    51
    15
    MIT
    • Linux
    • Apple

  • mrc-data

    meacheal-ai
    A
    security
    F
    license
    A
    quality
    The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.
    Last updated
    19
    119
    1

  • Web Analysis MCP

    himly0302
    A
    security
    F
    license
    -
    quality
    Enables intelligent web searching using SearXNG with content crawling via Creeper, then summarizes webpage content using LLM to avoid token limit issues. Supports smart filtering with domain blacklist/whitelist and optional LLM-based relevance filtering.
    Last updated
    1

  • Code Analysis MCP Server

    saiprashanths
    A
    security
    F
    license
    -
    quality
    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    Last updated
    4
    23
    • Apple

  • A-Share MCP Server

    24mlight
    A
    security
    A
    license
    -
    quality
    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated
    41
    641
    MIT

  • APT Analysis MCP Server

    zrax-x
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    security
    F
    license
    -
    quality
    Assists in Advanced Persistent Threat malware analysis by providing tools to securely download samples via jump servers using SSH and SCP. It enables automated retrieval of remote files through a multi-hop configuration for analysis workflows.
    Last updated

  • No-as-a-Service (NoaaS)

    Koneisto
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    security
    A
    license
    -
    quality
    Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.
    Last updated
    4
    MIT
    • Apple
    • Linux

  • db-mcp-tool

    wirdes
    A
    security
    A
    license
    -
    quality
    A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.
    Last updated
    9
    5
    MIT

  • graph-tool-call

    SonAIengine
    A
    security
    A
    license
    A
    quality
    Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.
    Last updated
    6
    6
    MIT

  • Artificial Analysis MCP Server

    davidhariri
    A
    security
    A
    license
    -
    quality
    Provides access to real-time LLM pricing, speed metrics, and performance benchmarks for over 300 models from Artificial Analysis. It enables users to list, filter, and compare models based on costs, tokens per second, and intelligence indices.
    Last updated
    2
    20
    3
    MIT

  • MCP Tool Factory

    tarunjain15
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    security
    F
    license
    -
    quality
    A framework for building hot-loadable MCP tools that feature conversational negotiation, graduated permissions, and zero-downtime updates. It enables persistent state continuity across server restarts and provides a hypothetical evaluation system for tool actions.
    Last updated
    • Apple

  • OpenCode MCP Tool

    gilby125
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    security
    F
    license
    -
    quality
    Enables AI assistants to interact with multiple AI models through the OpenCode CLI with a unified interface. Supports plan mode for structured analysis, flexible model selection, and natural language queries with file references.
    Last updated
    6
    • Apple
    • Linux

  • MCP Think Tool

    piotrpalek
    A
    security
    F
    license
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    quality
    An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.
    Last updated
    1
    1

  • Todo for AI MCP Server

    todo-for-ai
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    security
    A
    license
    -
    quality
    Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.
    Last updated
    4
    Apache 2.0