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20 Best Spreadsheets MCP Servers: compared and ranked, November 2026Ranked from 951 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    Google Search Console for Claude and other MCP clients. Sign in with Google in one click, then ask about clicks, queries, rankings and indexing, export every GSC report as CSV (beyond the 1,000-row UI limit), inspect URLs, submit sitemaps and verify sites. Includes a local SEO dashboard. Free, open source, runs on your computer.
    18
    98 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A local Google Sheets MCP server built for agent workflows in Claude Code and Claude Desktop: write API, script and file output into sheets, combine spreadsheets, refresh them on a schedule, across multiple Google accounts. Undo and formula-error checks on every write.
    29
    175 npm
    36
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables natural-language analysis and management of Google Ads accounts, campaigns, keywords, budgets, and performance metrics through Claude.
    MIT
  • A
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    quality
    C
    maintenance
    Enables MCP clients to create and manipulate Excel workbooks programmatically, including sheets, cell data, formatting, formulas, charts, and pivot tables.
    ISC
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    quality
    C
    maintenance
    Enables AI agents and teams to create and manage hosted dashboards, scheduled data-fetch jobs, series data, annotations, and alerts, with integrations for services such as Stripe, Shopify, HubSpot, and Google Sheets.
    MIT
  • A
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    quality
    C
    maintenance
    Enables MCP clients like Claude Desktop, Claude Code and Cursor to safely explore local CSV, Excel, Parquet and SQLite files by running guarded read-only DuckDB SQL over a sandboxed data directory. It also supports data profiling, chart generation as image content, and exporting query results, without ever allowing writes or access outside the configured folder.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI agents to create, format, and verify Google Sheets with native tables, themes, validation, linting, rendering, and safeguards for human-edited spreadsheets.
    10 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that connects Claude to your Google Sheets for personal finance tracking, analysis, and reporting — all through natural language.
    2
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables natural language access to Google Ads campaigns, accounts, and performance metrics via Claude, with tools for managing ad groups, keywords, budgets, and visualizing data.
    1
    -
  • A
    license
    A
    quality
    D
    maintenance
    Embeds live, interactive Tableau dashboards in ChatGPT, pushing mark selections to the model so questions about specific data points are answered with live queried numbers.
    1
    MIT
  • A
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    A
    quality
    B
    maintenance
    Enables agents to turn structured data into production-ready static maps, returning rendered PNG and SVG URLs along with an editable map link.
    4
    68 npm
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables turning data into map images of countries, states, provinces, counties, continents, and the world, including choropleths, category maps, and pinned locations.
    3
    74 npm
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables searching Google Scholar papers with year filtering, deduplication, and proxy support. Also provides paper detail retrieval, TF-IDF relevance analysis, and chart generation via MCP tools.
    4
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  • A
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    A
    quality
    B
    maintenance
    Enables agents to turn short specs, Mermaid, or CSV data into laid-out SVG diagrams and charts, and to validate and audit the result for overlapping labels, arrows through boxes, and spilling text before showing it to anyone. Exposes render, describe, validate, audit, export, and infer tools so drawings can be generated, checked, and converted to formats like PNG, PDF, draw.io, and Excalidraw.
    9
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables exploratory data analysis through an MCP server, allowing AI assistants to load datasets, compute summary statistics, generate diagnostic plots, perform correlation analysis, and produce full markdown reports.
    6
    MIT
  • A
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    A
    quality
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    maintenance
    Renders OHLCV data as candlestick chart PNGs and returns inline images. It is a pure renderer with no network access, allowing models to view charts generated from provided data.
    1
    MIT