"How to understand a Google Sheet" matching MCP servers:

• Google Sheets MCP Server

  dmegabyte

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  security

  F

  license

  -

  quality

  Enables Claude to read, write, append, and clear data in Google Sheets directly using a Google Cloud Service Account. It provides tools for real-time spreadsheet interaction, including fetching sheet metadata and managing cell ranges through simple commands.

  Last updated 2026-01-18

  977

• Google Sheets MCP

  RoelofvHeeren

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  security

  A

  license

  -

  quality

  Enables AI agents to interact directly with Google Sheets to create, read, and edit spreadsheets through the Model Context Protocol. It supports a wide range of actions including cell manipulation, row and column management, and sheet organization.

  Last updated 2025-12-04

  977

  MIT

• Google Sheets MCP Server

  matty-v

  -

  security

  F

  license

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  quality

  Exposes Google Sheets as queryable database tables with operations to list sheets, get schemas, and fetch rows with pagination. Designed to run as a Google Cloud Function with service account authentication.

  Last updated 2026-01-10

  977

• 讯飞智文PPT生成服务MCP Server

  Alex-Smith-1234

  A

  security

  A

  license

  -

  quality

  An MCP-compatible server that uses iFlytek's large language model to generate PowerPoint presentations, offering template selection, outline creation, and PPT generation with features like automatic image insertion.

  Last updated 2025-05-30

  6

  1

  MIT

• MCP智能简历投递助手

  guangliangyang

  -

  security

  F

  license

  -

  quality

  Enables AI-driven job application automation for LinkedIn and SEEK platforms with intelligent cover letter generation, automated application submission, and application tracking management. Supports anti-detection measures and complies with platform usage policies for safe job hunting automation.

  Last updated 2025-10-23

• Google Sheets MCP Server

  ainetwork-ai

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  security

  A

  license

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  quality

  Enables AI agents to seamlessly interact with Google Sheets through secure OAuth 2.0 authentication. Supports reading, searching, updating spreadsheet data, and managing sheets with smart text replacement and batch operations.

  Last updated 2025-10-23

  977

  MIT

• Claude MCP x Google Docs

  a-bonus

  -

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables AI assistants like Claude to read from, append to, and format text in Google Documents programmatically.

  Last updated 2026-03-28

  3,292

  428

  MIT

• Google Sheets Analytics MCP

  talknerdytome-labs

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  security

  A

  license

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  quality

  This MCP server enables AI assistants to automatically sync Google Sheets data to a local database and perform natural language queries and analysis on spreadsheet data.

  Last updated 2025-08-31

  19

  3

  MIT

• 棒読みちゃんMCPサーバー (Node.js版)

  uraoz

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables AI assistants like Claude to use Bouyomichan (a Japanese text-to-speech program) for voice reading with adjustable voice types, volume, speed, and pitch.

  Last updated 2025-05-07

  1

  2

  MIT

• mcp-google-sheets

  xing5

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  security

  A

  license

  -

  quality

  A Model Context Protocol server that integrates with Google Drive and Google Sheets, enabling users to create, read, update, and manage spreadsheets through natural language commands.

  Last updated 2026-03-15

  788

  MIT

• 紫微斗数 MCP 服务器 (MCPIztro)

  wuunicorn

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides accurate Chinese Ziwei Doushu astrology chart calculations and horoscope analysis, enabling AI assistants to generate personalized astrological readings through natural language queries.

  Last updated 2025-09-05

  3

  6

  5

  MIT

• 文化天府MCP服务器

  PizzaYx

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  security

  -

  license

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  quality

  A Model Context Protocol server for Dify that provides culture-related services including courses, activities, user management, and search functionality.

  Last updated 2025-07-15

• 即梦AI图片生成 MCP

  comeonzhj

  A

  security

  A

  license

  -

  quality

  A MCP server that generates high-quality images using Volcano Engine's JiMeng AI API, supporting various aspect ratios and compatible with different MCP clients.

  Last updated 2025-06-10

  1

  5

  59

  MIT

• No-as-a-Service (NoaaS)

  Koneisto

  -

  security

  A

  license

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  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 2026-01-21

  4

  MIT

• MCP-Serve 多语言翻译服务

  oofengoo

  A

  security

  F

  license

  -

  quality

  A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.

  Last updated 2025-05-21

  2

• google-sheets-mcp

  henilcalagiya

  A

  security

  F

  license

  -

  quality

  Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP

  Last updated 2025-09-11

  24

  12

• Google Sheets API MCP Server

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP server that enables interaction with Google Sheets through natural language, allowing users to create, read, update, and manage spreadsheet data via the Google Sheets API v4.

  Last updated 2025-07-12

• Google Calendar - No deletion

  erickva

  A

  security

  A

  license

  -

  quality

  Forked from https://github.com/epaproditus/google-workspace-mcp-server The deletion and updates on Google Calendar were removed since there were no scope to prevent deletion whilst maintaining creation capabilities.

  Last updated 2025-04-09

  7

  1

  MIT

• Google Sheets MCP

  mkummer225

  -

  security

  A

  license

  -

  quality

  A Model Context Protocol (MCP) connector that allows AI agents to directly interact with Google Sheets, enabling creation, reading, and modification of spreadsheets through natural language.

  Last updated 2025-04-07

  977

  133

  MIT

• Google Sheets MCP Server by

  CDataSoftware

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  security

  A

  license

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  quality

  Google Sheets MCP Server by CData

  Last updated 2025-10-18

  MIT

• MCP微信公众号爬虫

  ditingdapeng

  -

  security

  F

  license

  -

  quality

  基于MCP架构的微信公众号文章爬虫系统，支持AI智能体通过Selenium自动抓取微信公众号文章内容和图片，实现文章内容的智能分析。

  Last updated 2025-07-03

  35

• Google Sheets MCP

  Jsgordon420365

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  security

  A

  license

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  quality

  An MCP server that enables AI agents to read, create, and modify Google Spreadsheets through actions like editing cells and managing sheets. It features a specialized handoff protocol to synchronize tasks and state between different LLMs using a shared spreadsheet log.

  Last updated 2026-02-16

  977

  MIT

• Google Ad Manager MCP Server

  MatiousCorp

  A

  security

  A

  license

  -

  quality

  Enables AI assistants to manage Google Ad Manager campaigns, line items, creatives, and advertisers through natural language, automating ad operations that normally require countless clicks through the UI.

  Last updated 2026-03-12

  35

  11

  MIT

• Google Ad Manager MCP Server

  CDataSoftware

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  security

  A

  license

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  quality

  This read-only MCP Server allows you to connect to Google Ad Manager data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

  Last updated 2025-10-18

  5

  MIT

• Google AI Search MCP

  shariqriazz

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  security

  A

  license

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  quality

  Provides AI-powered search and documentation tools using Google Vertex AI or Gemini API with real-time web search grounding, enabling technical queries, code analysis, documentation retrieval, and architecture recommendations to overcome LLM knowledge gaps.

  Last updated 2025-06-19

  5

  1

  MIT

• Google Calendar MCP Server

  v-3

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  security

  A

  license

  -

  quality

  Enables Claude to interact with Google Calendar through OAuth authentication, allowing users to list events, create and manage meetings, update or delete calendar entries, and find available time slots using natural language.

  Last updated 2024-12-22

  70

  MIT

• google-ads-mcp-server

  gomarble-ai

  -

  security

  A

  license

  -

  quality

  A FastMCP-powered Model Context Protocol server for Google Ads API integration with automatic OAuth 2.0 authentication Connect Google Ads API directly to MCP Clients with seamless OAuth 2.0 authentication, automatic token refresh, GAQL querying, and keyword research capabilities.

  Last updated 2025-12-17

  114

  MIT

• Google Sheets MCP Server

  Kyohei-9841

  A

  security

  F

  license

  -

  quality

  Enables interaction with Google Spreadsheets through the Model Context Protocol. Supports reading, writing, appending rows, creating sheets, and retrieving spreadsheet information with Google Cloud service account authentication.

  Last updated 2025-09-11

  5

  608

• Google Chat MCP Sever

  siva010928

  -

  security

  A

  license

  -

  quality

  Google Chat MCP Sever (Extendable to Teams,Slack.)

  Last updated 2025-10-05

  21

  Python

  MIT

• Google Ads MCP Server

  noviq-ai

  -

  security

  A

  license

  -

  quality

  Enables LLMs to interact with the Google Ads API to retrieve account information, list accessible customers, and query campaign performance. It allows users to manage and analyze Google Ads data through natural language interfaces.

  Last updated 2026-03-21

  Apache 2.0

• mcp-google-docs

  dev-ithitchhiker

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  security

  A

  license

  -

  quality

  A tool for manipulating Google Spreadsheet and Google Drive using MCP (Metoro Control Protocol).

  Last updated 2025-04-18

  10

  MIT

• Google Analytics MCP Server

  gomarble-ai

  -

  security

  A

  license

  -

  quality

  A FastMCP-powered server that connects Google Analytics 4 data to Claude Desktop with automatic OAuth 2.0 authentication, enabling users to access GA4 metrics, properties, and reports through natural language queries.

  Last updated 2025-07-28

  13

  MIT

• MCP Google Contacts Server

  RayanZaki

  A

  security

  A

  license

  -

  quality

  A Machine Conversation Protocol server that enables AI assistants to manage Google Contacts and search Google Workspace directories, providing tools for listing, creating, updating, and deleting contacts within your Google account.

  Last updated 2025-10-22

  9

  29

  MIT

• Google Tag Manager MCP Server

  stape-io

  -

  security

  A

  license

  -

  quality

  Enables interaction with Google Tag Manager through its API with built-in Google OAuth authentication. Allows managing GTM containers, tags, triggers, and variables through natural language.

  Last updated 2026-03-28

  25

  126

  Apache 2.0

• MCP Server for Google Cloud

  Kartha-AI

  A

  security

  A

  license

  -

  quality

  MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!

  Last updated 2025-05-31

  15

  8

  MIT

• Google Ads MCP Server

  martechery

  A

  security

  A

  license

  -

  quality

  Enables interaction with Google Ads through the Google Ads API using GCloud authentication. Supports GAQL query execution, performance data retrieval, account management, and resource discovery with pagination and multiple output formats.

  Last updated 2025-09-15

  18

  9

  MIT

• Mariana Google MCP

  marianasmall

  A

  security

  A

  license

  A

  quality

  Enables Claude to manage Gmail, Google Calendar, and Google Contacts through a safety-first interface with soft-delete protections and draft-only email capabilities. Supports multiple Google accounts with comprehensive mutation logging and mandatory manual confirmation for destructive actions.

  Last updated 2026-04-09

  16

  MIT

• Google Drive MCP Server

  matty-v

  -

  security

  F

  license

  -

  quality

  Enables searching, retrieving, and managing files in Google Drive using a service account. Supports file search with query syntax, metadata retrieval, folder operations, file moving, and folder creation.

  Last updated 2026-01-10

  309

• Google Docs MCP Server

  karlgil

  -

  security

  F

  license

  -

  quality

  Enables Claude to interact with Google Docs to list, read, create, search, and update documents in a user's Google Drive. It provides a suite of tools and prompts for document management and content analysis using OAuth 2.0 authentication.

  Last updated 2026-02-28

  85

• Google Patents MCP Server

  KunihiroS

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables searching Google Patents information via the SerpApi Google Patents API, allowing users to query patent data with various filters and sorting options.

  Last updated 2025-08-25

  1

  26

  31

  MIT

• Google News22 MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables access to Google News articles through search by keywords, topics, geolocation, and top headlines with filtering by country, language, source, and date.

  Last updated 2025-12-08

  4

  MIT

• Open AI Text To Speech1 MCP

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables users to convert text into high-quality audio by accessing the OpenAI Text-to-Speech API. It supports customizable model selection and voice options for synthesized speech generation via the MCP protocol.

  Last updated 2025-12-07

  1

  MIT

• Google Webmaster MCP

  ehukaimedia

  -

  security

  F

  license

  -

  quality

  Enables AI agents to manage Google Tag Manager, Google Search Console, and Google Analytics (GA4) through unified access to tags, search performance data, URL inspection, sitemaps, and analytics reporting.

  Last updated 2025-12-08

• Google Sheets MCP Server

  nileshphapale142

  A

  security

  A

  license

  -

  quality

  Enables AI assistants to access, search, and analyze Google Spreadsheets through the Model Context Protocol. Supports both OAuth 2.0 for private sheets and API key authentication for public sheets, with tools for listing, reading, and searching spreadsheet data.

  Last updated 2025-07-23

  5

  1

  MIT

• MCP Google Suite

  adexltd

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides seamless integration with Google Workspace, allowing operations with Google Drive, Docs, and Sheets through secure OAuth2 authentication.

  Last updated 2025-03-28

  8

  3

  MIT

• Google-Scholar-MCP-Server

  JackKuo666

  -

  security

  F

  license

  -

  quality

  🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.

  Last updated 2025-03-25

  287

• MCP Google Maps

  BACH-AI-Tools

  A

  security

  F

  license

  -

  quality

  Provides access to Google Maps API functionality including places search, geocoding, directions, distance matrix, elevation data, and static map generation through the MCP interface.

  Last updated 2025-12-04

  8

  48

• Google Docs, Drive & Sheets

  rulords

  -

  security

  A

  license

  -

  quality

  Enables deep integration with Google Workspace for AI assistants, allowing for document creation, spreadsheet manipulation, and file management. It supports advanced features like template processing, comment thread management, and cell formatting.

  Last updated 2026-02-25

  116

  MIT

• Google Search MCP Server

  renoscriptdev

  -

  security

  F

  license

  -

  quality

  A Model Context Protocol server that enables Claude to perform Google Custom Search operations by connecting to Google's search API.

  Last updated 2025-03-19

  1

• 富途 MCP 服务器 (Futu MCP Server)

  shuchaang

  -

  security

  F

  license

  -

  quality

  Exposes Futu API client capabilities as an MCP (Model Context Protocol) tool, allowing AI assistants to access stock data from Futu through a standardized interface.

  Last updated 2025-07-01

  10

  11