Google

MCP Servers for Google

Google is a technology company that specializes in Internet-related services and products, which include online advertising technologies, a search engine, cloud computing, software, and hardware.

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Why this server?
Provides access to Google SERP data through DataForSEO's SERP API, allowing retrieval of real-time search engine results including titles, descriptions, and URLs.
DataForSEO MCP Serverofficial
dataforseo
A
security
A
license
A
quality
A Model Context Protocol server that enables Claude to interact with DataForSEO APIs, allowing access to SEO data including SERPs, keyword research, on-page metrics, and domain analytics.
Last updated -
20
558
36
TypeScript
Apache 2.0
Why this server?
Extracts structured data from Google search result pages using dedicated parsers, allowing access to search results across various regions
Oxylabs MCP Serverofficial
oxylabs
A
security
A
license
A
quality
A scraper tool that leverages the Oxylabs Web Scraper API to fetch and process web content with flexible options for parsing and rendering pages, enabling efficient content extraction from complex websites.
Last updated -
2
32
Python
MIT License
Why this server?
Enables searching for web content like upcoming movie releases
Bright Data MCPofficial
brightdata-com
A
security
A
license
A
quality
Official Bright Data server for the Model Context Protocol that enables AI assistants like Claude Desktop to reference and make decisions based on real-time public web data.
Last updated -
18
2,069
436
JavaScript
MIT License
Why this server?
Enables real-time Google web search results, providing access to the latest news, weather, stock prices, travel information, and deals.
Dappier MCP Serverofficial
DappierAI
A
security
A
license
A
quality
Connects LLMs and Agentic AIs to real-time, rights-cleared data from trusted sources, providing access to specialized models including web search, news, sports, and financial data.
Last updated -
2
19
Python
MIT License
Why this server?
Allows querying Google Search through the search tool that returns cleaned content from search results as Markdown
mcp-server-rag-web-browserofficial
apify
A
security
A
license
A
quality
Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
Last updated -
1
330
77
JavaScript
Apache 2.0
Why this server?
Supports Google's AI models for memory functionality and context management
mem0 Memory System
pinkpixel-dev
A
security
A
license
A
quality
A flexible memory system for AI applications that supports multiple LLM providers and can be used either as an MCP server or as a direct library integration, enabling autonomous memory management without explicit commands.
Last updated -
3
211
51
JavaScript
MIT License
Why this server?
Provides tools for retrieving Google Business location data, analyzing search rankings at specific coordinates, and performing grid searches for business rankings across geographic areas.
Local Falcon MCP Server
local-falcon
A
security
A
license
A
quality
Connects AI systems to Local Falcon API, enabling access to local SEO reporting tools including scan reports, trend analysis, keyword tracking, and competitor data through the Model Context Protocol.
Last updated -
21
155
TypeScript
MIT License
Why this server?
Enables web search capabilities through Google's Custom Search API, allowing users to retrieve search results with titles, URLs, and descriptions.
MCP Google Custom Search Server
limklister
A
security
A
license
A
quality
A Model Context Protocol server that enables LLMs to perform web searches using Google's Custom Search API through a standardized interface.
Last updated -
1
23
TypeScript
MIT License
Why this server?
Provides Google Jobs search capabilities through SerpAPI integration, allowing users to search for job listings with various filters including job title, location, employment type, salary range, and more.
Google Jobs MCP Server
ChanMeng666
A
security
A
license
A
quality
A Model Context Protocol server that provides Google Jobs search capabilities through SerpAPI integration, featuring multi-language support, flexible search parameters, and rich job details.
Last updated -
1
0
8
JavaScript
MIT License
Why this server?
Enables web search grounding for queries through the answer_query_websearch tool, combining Google Search results with Vertex AI model responses
Vertex AI MCP Server
shariqriazz
A
security
A
license
A
quality
Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.
Last updated -
20
172
50
TypeScript
MIT License
Why this server?
Enables performing searches on Google through a dedicated search tool that navigates to Google's search interface and enters query text.
Steel MCP Server
steel-dev
A
security
A
license
A
quality
Enables LLMs like Claude to navigate the web through Puppeteer-based tools and Steel. Based on the Web Voyager framework, it provides tools for all the standard web actions click clicking/scrolling/typing/etc and taking screenshots.
Last updated -
9
35
JavaScript
MIT License
Why this server?
Allows AI assistants to search the web using Google via SearchAPI.site, providing access to search results and external data
SearchAPI MCP Server
mrgoonie
A
security
A
license
A
quality
Connects AI assistants to external data sources (Google, Bing, etc.) via SearchAPI.site, implementing the Model Context Protocol (MCP) for secure and contextual access to web information.
Last updated -
1
7
7
TypeScript
MIT License
Why this server?
Included as one of the search engines that SearXNG queries for results, configured with the shortcut 'g'.
SearXNG MCP Server
kevinwatt
A
security
A
license
A
quality
This server provides a privacy-focused meta search capability by integrating multiple search engines without tracking or user profiling, supporting various categories and languages for filtered searches.
Last updated -
1
80
15
JavaScript
MIT License
Why this server?
Integration with Google's Gemini language models via their API for AI-driven browser automation
Browser-Use MCP Server
Saik0s
A
security
A
license
A
quality
Facilitates browser automation with custom capabilities and agent-based interactions, integrated through the browser-use library.
Last updated -
1
541
Python
MIT License
Why this server?
Allows searching for general web information through Google search engine
Higress AI-Search MCP Server
cr7258
A
security
A
license
A
quality
A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.
Last updated -
1
5
Python
Apache 2.0
Why this server?
Provides a tool for searching Google Patents information, allowing users to query patent data with various filters like dates, inventors, assignees, countries, and languages via the SerpApi Google Patents API.
Google Patents MCP Server
KunihiroS
A
security
A
license
A
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 -
1
19
5
JavaScript
MIT License
Why this server?
Allows sending requests to Google AI models via the MCP protocol
Unichat MCP Server
amidabuddha
A
security
A
license
A
quality
Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP protocol via tool or predefined prompts. Vendor API key required
Last updated -
1
34
Python
MIT License
Why this server?
Integrates with Google services through OAuth authentication, enabling secure access to Google-based features for the virtual assistant.
AVA MCP Server
ramaiyaKushal
A
security
A
license
A
quality
A custom MCP server that provides AI applications with access to an Artificial Virtual Assistant (AVA) toolset, enabling Gmail integration and task management through natural language.
Last updated -
1
Python
MIT License
Why this server?
Provides integration with Google Calendar (creating events, listing events, finding free time slots) and Google Drive (searching files, managing file content, sharing files) and Google Tasks (managing task lists and tasks).
Google MCP
vakharwalad23
A
security
A
license
A
quality
This is a collection of Google-native tools (e.g., Gmail, Calendar) for the MCP protocol, designed to integrate seamlessly with AI clients like Claude or Cursor.
Last updated -
32
23
3
TypeScript
MIT License
Why this server?
Allows performing web searches using Google Custom Search API, returning structured results with title, link, and snippet.
MCP Google Server
adenot
A
security
A
license
A
quality
Provides web search capabilities using Google Custom Search API, enabling users to perform searches through a Model Context Protocol server.
Last updated -
2
209
17
JavaScript
MIT License
Why this server?
Integrates with Google's Veo2 video generation capabilities, allowing generation of videos from text prompts or images with various configuration options such as aspect ratio, duration, and person generation settings.
MCP Video Generation with Veo2
mario-andreschak
A
security
A
license
A
quality
MCP server that exposes Google's Veo2 video generation capabilities, allowing clients to generate videos from text prompts or images.
Last updated -
7
7
TypeScript
MIT License
Why this server?
Example in search patterns for finding SSL certificates issued to Google
Shodan MCP Server
Cyreslab-AI
A
security
A
license
A
quality
Provides access to Shodan API functionality, enabling AI assistants to query information about internet-connected devices for cybersecurity research and threat intelligence.
Last updated -
5
1
JavaScript
MIT License
Why this server?
Integrates with Google's Lighthouse tool to provide web performance analysis and auditing capabilities.
lighthouse-mcp
priyankark
A
security
A
license
A
quality
Allows AI assistants such as Cursor/Cline/GitHub Copilot to use Google's lighthouse tool to measure perf metrics for your webpage. You can then run an agentic loop and get the assistants to optimize those metrics!
Last updated -
2
50
10
JavaScript
MIT License
Why this server?
Provides web search capabilities through Google Search, allowing queries with support for advanced search operators like inurl:, site:, and intitle:, with options to customize country and language settings.
Scrapeless MCP Server
scrapeless-ai
A
security
A
license
A
quality
A Model Context Protocol server implementation that enables AI assistants like Claude to perform Google searches and retrieve web data directly through natural language requests.
Last updated -
1
75
3
TypeScript
MIT License
Why this server?
Enables access to Google AI models like Gemini, with configurable parameters and integration with the overall model orchestration system.
MindBridge MCP Server
pinkpixel-dev
A
security
A
license
A
quality
An AI router that connects applications to multiple LLM providers (OpenAI, Anthropic, Google, DeepSeek, Ollama, etc.) with smart model orchestration capabilities, enabling dynamic switching between models for different reasoning tasks.
Last updated -
3
1
TypeScript
MIT License
Why this server?
Provides OCR (Optical Character Recognition) capabilities through Google's Cloud Vision API, allowing extraction of text from images and conversion into editable and searchable notes.
Google OCR
Zerohertz
A
security
A
license
A
quality
This is a server implementation for performing Optical Character Recognition (OCR) using the Google Cloud Vision API. It is built on top of the FastMCP framework, which allows for the creation of modular and extensible command processing tools.
Last updated -
1
1
Python
MIT License
Why this server?
Provides access to Google's Gemini AI models via the Google AI SDK, enabling text generation, function calling, chat sessions, file handling, and content caching capabilities.
MCP Gemini Server
bsmi021
A
security
A
license
A
quality
A dedicated server that wraps Google's Gemini AI models in a Model Context Protocol (MCP) interface, allowing other LLMs and MCP-compatible systems to access Gemini's capabilities like content generation, function calling, chat, and file handling through standardized tools.
Last updated -
16
3
TypeScript
MIT License
Why this server?
Enables parallel searching with multiple keywords simultaneously on Google, returning structured search results with configurable parameters for result limits, timeout settings, and locale preferences.
G-Search MCP
jae-jae
A
security
A
license
A
quality
A powerful MCP server that enables parallel Google searching with multiple keywords simultaneously, providing structured results while handling CAPTCHAs and simulating user browsing patterns.
Last updated -
1
569
40
TypeScript
MIT License
Why this server?
Provides image generation capabilities using Google's Gemini 2 API, allowing users to generate images based on text prompts with customizable parameters such as number of samples and aspect ratio.
Gemini MCP Image Generation Server
sanxfxteam
A
security
A
license
A
quality
A Model Context Protocol server that provides image generation capabilities using Google's Gemini 2 API, allowing users to generate multiple images with customizable parameters like prompts, aspect ratios, and person generation settings.
Last updated -
1
JavaScript
MIT License
Why this server?
Provides web search capabilities via Serper API with rich search results, including organic results, knowledge graph, 'people also ask', and related searches from Google.
serper-search-scrape-mcp-server
marcopesani
A
security
A
license
A
quality
This Serper MCP Server supports search and webpage scraping, and all the most recent parameters introduced by the Serper API, like location.
Last updated -
2
73
2
TypeScript
MIT License
Why this server?
Allows connecting to and interacting with Google Firestore databases, including basic database operations (though limited due to Firestore's NoSQL nature).
db-mcp-tool
wirdes
A
security
A
license
A
quality
A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.
Last updated -
9
3
TypeScript
MIT License
Why this server?
Performs Google searches with intelligent queuing, rate limiting, and parallel search capabilities to gather information from the web
MCP Web Research Server
qpd-v
A
security
A
license
A
quality
The MCP Web Research Server enables real-time web research with Claude by integrating Google search, capturing webpage content and screenshots, and tracking research sessions.
Last updated -
3
53
46
TypeScript
MIT License
Why this server?
Integrates with Google Chrome browser, allowing remote control of tabs, executing JavaScript, capturing screenshots, monitoring network traffic, navigating to URLs, querying DOM elements, and interacting with page elements.
Chrome Tools MCP Server
nicholmikey
A
security
A
license
A
quality
An MCP server that provides tools for interacting with Chrome through its DevTools Protocol, enabling remote control of Chrome tabs to execute JavaScript, capture screenshots, monitor network traffic, and more.
Last updated -
7
30
14
TypeScript
MIT License
Why this server?
Enables executing Google searches and extracting structured results, supporting both web and news results with configurable output formats.
Fetch Browser
TheSethRose
A
security
A
license
A
quality
A headless browser MCP server that allows AI agents to fetch web content and perform Google searches without API keys, supporting various output formats like Markdown, JSON, HTML, and text.
Last updated -
2
4
TypeScript
MIT License
Why this server?
Enables searching the web using Google Search to retrieve up-to-date information
Gemini Search MCP Server
Lorhlona
A
security
A
license
A
quality
Utilizes Gemini API and Google Search to generate answers based on the latest information for user queries.
Last updated -
3
21
JavaScript
MIT License
Why this server?
Allows searching Google and extracting search results to provide information to Claude
MCP Chrome Google Search
cmann50
A
security
A
license
A
quality
Enables Google search and webpage content extraction via Chrome for macOS, allowing access to both unauthenticated and authenticated content, and integrates with Claude for secure and automated browsing tasks.
Last updated -
2
45
7
MIT License
Why this server?
Allows to perform web searches using Google Custom Search Engine. The server enables LLMs to provide a regular Google search term and returns the found search results (title, link, and snippet for each result).
Google Custom Search Engine MCP Server
Richard-Weiss
A
security
A
license
A
quality
Enables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search strategies.
Last updated -
1
13
Python
The Unlicense
Why this server?
Enables integration with Gemini models from Google as an AI provider for summarization capabilities
MCP-summarization-functions
Braffolk
A
security
A
license
A
quality
Provides intelligent summarization capabilities through a clean, extensible architecture. Mainly built for solving AI agents issues on big repositories, where large files can eat up the context window.
Last updated -
5
10
24
TypeScript
MIT License
Why this server?
Allows performing Google searches and extracting results through the search_google tool
MCP Web Research Server
mzxrai
A
security
A
license
A
quality
A Model Context Protocol (MCP) server for web research. Bring real-time info into Claude and easily research any topic.
Last updated -
3
854
189
JavaScript
MIT License
Why this server?
Includes support for Google API integration as evidenced by the GOOGLE_API_KEY environment variable in the configuration.
MCP Browser Use Server
JovaniPink
A
security
F
license
A
quality
Enables AI agents to interact with web browsers using natural language, featuring automated browsing, form filling, vision-based element detection, and structured JSON responses for systematic browser control.
Last updated -
1
43
Python
Why this server?
Integrates with Google Search through the Google Search Results Scraper to scrape Google Search Engine Results Pages (SERPs).
actors-mcp-serverofficial
apify
-
security
A
license
-
quality
Use 3,000+ pre-built cloud tools from Apify, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
Last updated -
1,161
209
TypeScript
Apache 2.0
Why this server?
Provides web search capabilities using Google Custom Search API, allowing queries across the entire web or specific sites with control over the number of results returned (1-10).
MCP Server for Google Search
mcp-for-dev
A
security
F
license
A
quality
A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
Last updated -
2
10
1
JavaScript
Why this server?
Provides Google search capabilities to AI models through an MCP server interface, allowing for advanced search queries with filtering options for date, language, country, and safe search
Google Search MCP Server
mixelpixx
A
security
F
license
A
quality
An MCP (Model Context Protocol) server that provides Google search capabilities and webpage content analysis tools. This server enables AI models to perform Google searches and analyze webpage content programmatically.
Last updated -
3
39
52
TypeScript
Why this server?
Enables web searches via Google's Custom Search API and returns formatted search results
Google Toolbox
jikime
A
security
F
license
A
quality
Google Toolbox
Last updated -
11
6
Python
Why this server?
Performs web searches through Google's search engine, with the ability to customize search parameters like language, region, and result types
WebSearch-MCP
mnhlt
A
security
F
license
A
quality
A Model Context Protocol server that enables AI assistants to perform real-time web searches, retrieving up-to-date information from the internet via a Crawler API.
Last updated -
1
44
8
JavaScript
Why this server?
Enables web searches using Google's Custom Search API, allowing retrieval of current information from the internet.
Google Search MCP Server
hunter-arton
A
security
F
license
A
quality
A Model Context Protocol server that provides web and image search capabilities through Google's Custom Search API, allowing AI assistants like Claude to access current information from the internet.
Last updated -
2
1
TypeScript
Why this server?
Leverages Google's Gemini API to provide analytical thinking capabilities for complex problem-solving without code generation, featuring meta-commentary, confidence levels, and alternative solution paths.
Gemini Thinking Server
bartekke8it56w2
A
security
F
license
A
quality
An MCP server implementation that leverages Google's Gemini API to provide analytical problem-solving capabilities through sequential thinking steps without code generation.
Last updated -
1
14
JavaScript
Why this server?
Enables access to Google Spreadsheet data, allowing retrieval of spreadsheet metadata and sheet content in markdown table format.
Spreadsheet MCP Server
HosakaKeigo
A
security
F
license
A
quality
Provides a Model Context Protocol (MCP) server that enables LLMs to directly access and interact with Google Spreadsheet data.
Last updated -
2
1
TypeScript
Why this server?
Enables searching and analyzing Google Scholar academic papers by keywords and citation count, as well as extracting and analyzing scholar profile pages to identify highly-cited publications.
mcp-scholar
renyumeng1
A
security
F
license
A
quality
"mcp\_scholar" is a Python-based tool for searching and analyzing Google Scholar papers, supporting features like keyword-based searches and integration with MCP clients and Cherry Studio. It provides functionalities such as fetching top-cited papers from scholar profiles and summarizing research top
Last updated -
7
22
Python
Why this server?
Provides Google search capabilities through the Serper API, including knowledge graph information, organic search results, related questions, and the ability to perform deep multi-step research with customizable parameters.
Serper Search MCP Server
NightTrek
A
security
F
license
A
quality
Enables integration of Google search functionality into MCP-enabled applications using the Serper API, providing rich search results, configurable parameters, and efficient response handling.
Last updated -
1
12
TypeScript
Why this server?
Integrates with Google's Gemini 1.5 Pro model to provide intelligent summarization capabilities for various types of content
mcp-summarizer
0xshellming
A
security
F
license
A
quality
MCP Server for AI Summarization, Support for multiple content types: * Plain text * Web pages * PDF documents * EPUB books * HTML content
Last updated -
1
9
9
JavaScript
Why this server?
Allows searching the web through Google, providing structured JSON results of search queries through a web scraping interface using Puppeteer.
Memory Store MCP Server
divslingerx
A
security
F
license
A
quality
A lightweight, stateless MCP server utilizing Puppeteer for web searches, returning structured JSON results, easily integratable with other MCP-enabled systems.
Last updated -
1
1,133
JavaScript
Why this server?
Integrates with Google's Agent Development Kit (ADK) to enable LLM agents to interact with Aucterra's document understanding services.
Aucterra MCP Server
japisuru
-
security
A
license
-
quality
An MCP-compatible server that enables LLM agents to interact with Aucterra's document understanding APIs, providing structured access to document classification and field extraction services.
Last updated -
Python
MIT License
Why this server?
Enables web search functionality using Google to retrieve up-to-date information that can be incorporated into Claude's responses
mcp-local-rag
nkapila6
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security
A
license
-
quality
"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨
Last updated -
36
Python
MIT License
Why this server?
Provides DNS-over-HTTPS capabilities through Google's DNS service as a fallback resolver when Cloudflare queries fail.
Domain Tools (WHOIS + DNS)
patrickdappollonio
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security
A
license
-
quality
Domain Tools (WHOIS + DNS)
Last updated -
Go
MIT License
Why this server?
Provides Google Custom Search functionality, allowing web searches with configurable result limits through Google's search API, requiring an API key and Custom Search Engine ID.
Web-curl MCP Server
rayss868
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security
A
license
-
quality
A powerful tool for fetching and extracting text content from web pages and APIs, supporting web scraping, REST API requests, and Google Custom Search integration.
Last updated -
2
JavaScript
MIT License
Why this server?
Supports integration with Google's Gemini model via LangChain to create an example client that interacts with the MCP server for real-time Wolfram Alpha queries
MCP_WolframAlpha
akalaric
-
security
A
license
-
quality
MCP\_WolframAlpha
Last updated -
16
Python
MIT License
Why this server?
Allows performing Google searches within the browser to find and open search results for research purposes.
Browser Control MCP
eyalzh
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security
A
license
-
quality
An MCP server paired with a Firefox extension that enables LLM clients to control the user's browser, supporting tab management, history search, and content reading.
Last updated -
38
TypeScript
MIT License
Why this server?
Integrates with Google's Gemini models for cross-checking responses against other LLM providers
Multi LLM Cross-Check MCP Server
lior-ps
-
security
A
license
-
quality
A Model Control Protocol server that integrates with Claude Desktop to enable simultaneous querying and cross-checking of responses from multiple LLM providers including OpenAI, Anthropic, Perplexity AI, and Google Gemini.
Last updated -
7
Python
MIT License
Why this server?
Enables web search with knowledge graph integration, related questions, search suggestions, multi-language support, region-specific results, time range filtering, and safe search options
searchAPI-mcp
RmMargt
-
security
A
license
-
quality
A Model Context Protocol (MCP) based search API server that provides standardized access to Google Maps, Google Flights, Google Hotels and other services. This server enables AI assistants to access various search services through a unified interface.
Last updated -
48
Python
MIT License
Why this server?
Provides comprehensive search capabilities including web search results, knowledge graph integration, related questions, search suggestions, multi-language support, region-specific results, time range filtering, and safe search options
SearchAPI MCP Agent
RmMargt
-
security
A
license
-
quality
A bridge between AI assistants and search services that implements A2A protocol and Model Context Protocol, enabling search functionality for web, videos, maps, flights, and hotels.
Last updated -
8
Python
MIT License
Why this server?
Provides integration with Google-based email accounts for managing email campaigns, monitoring account health, and handling email verification through the Instantly platform.
Instantly MCP Server
bcharleson
-
security
A
license
-
quality
Provides access to Instantly API v2 for email campaign and lead management functionality.
Last updated -
330
2
JavaScript
MIT License
Why this server?
Enables web search capabilities through Google Programmable Search Engine (PSE), allowing users to query the web with customizable parameters like page size, safe search filtering, language restrictions, and site-specific searches.
Google PSE MCP Server
rendyfebry
-
security
A
license
-
quality
A Model Context Protocol server that enables LLM clients like VSCode, Copilot, and Claude Desktop to search the web using Google Programmable Search Engine API.
Last updated -
35
1
JavaScript
Apache 2.0
Why this server?
Supported as a web retriever option for the quick_search tool, allowing search queries through Google's search engine.
GPT Researcher MCP Server
assafelovic
-
security
A
license
-
quality
Enhances LLM applications with deep autonomous web research capabilities, delivering higher quality information than standard search tools by exploring and validating numerous trusted sources.
Last updated -
108
Python
MIT License
Why this server?
Leverages Google's Gemini 2.0 Flash model through OpenRouter to generate alternative solutions within the CoRT methodology.
CoRT MCP Server
KunihiroS
-
security
A
license
-
quality
An MCP server implementing the Chain-of-Recursive-Thoughts (CoRT) methodology that makes AI think harder by making it argue with itself repeatedly through multiple rounds of alternative generation and evaluation.
Last updated -
1
Python
MIT License
Why this server?
Integrates with Google's Gemini API for image generation based on text prompts
Twitter Marketing MCP
rugvedp
-
security
A
license
-
quality
Twitter Marketing MCP
Last updated -
Python
MIT License
Why this server?
Demonstrated capability to navigate to Google, perform searches, and interact with search results through browser automation.
Browser Agent MCP
imprvhub
-
security
A
license
-
quality
Browser Agent MCP
Last updated -
6
TypeScript
Mozilla Public License 2.0
Why this server?
Offers web search functionality through Google Search, requiring configuration of API key and CSE ID in config.json
Crawl4AI MCP Server
weidwonder
-
security
A
license
-
quality
Crawl4AI MCP Server is an intelligent information retrieval server offering robust search capabilities and LLM-optimized web content understanding, utilizing multi-engine search and intelligent content extraction to efficiently gather and comprehend internet information.
Last updated -
81
Python
MIT License
Why this server?
Performs Google searches with various levels of detail, including link-only results and shallow content extraction from search results.
Rini MCP Server
mori-mmmm
-
security
A
license
-
quality
A collection of custom MCP servers providing various AI-powered capabilities including web search, YouTube video analysis, GitHub repository analysis, reasoning, code generation/execution, and web crawling.
Last updated -
2
Python
MIT License
Why this server?
Supported as an identity provider option when configuring Auth0 for the MCP server
HTTP OAuth MCP Server
NapthaAI
-
security
A
license
-
quality
A reference implementation for creating an MCP server supporting Streamable HTTP & SSE Transports with OAuth authorization, allowing developers to build OAuth-authorized MCP servers with minimal configuration.
Last updated -
5
TypeScript
MIT License
Why this server?
Allows sending requests to Google AI models using the Unichat MCP server
unichat-ts-mcp-server
amidabuddha
-
security
A
license
-
quality
Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP protocol via tool or predefined prompts. Vendor API key required. Both STDIO and SSE transport mechanisms are supported via arguments.
Last updated -
1
93
10
TypeScript
MIT License
Why this server?
Integrates with Google authentication through OAuth2 to securely access Gmail services, supporting both Desktop and Web application credentials for automatic authentication flows.
Gmail AutoAuth MCP Server
NandiniLReddy
-
security
A
license
-
quality
A Model Context Protocol server that enables AI assistants to manage Gmail through natural language interactions with features like sending emails, searching, and label management.
Last updated -
57,424
JavaScript
MIT License
Why this server?
Enables web search capabilities through Google Search API, allowing retrieval of up to 20 search results in JSON format
Google Search MCP Server
moritalous
-
security
A
license
-
quality
A Model Context Protocol server that enables AI assistants to perform web searches using Google Search API, returning up to 20 search results in JSON format.
Last updated -
Python
Apache 2.0
Why this server?
Requires Google API key for YouTube Data API v3 integration
Ultra MCP-SS
motebus
-
security
A
license
-
quality
A FastAPI-based MCP server that integrates with smartscreen.tv, allowing you to programmatically control web displays by displaying media, sending notifications, and controlling playback via HTTP commands.
Last updated -
Python
MIT License
Why this server?
Integrates with Google Workspace, providing access to Gmail, Calendar, and Drive within a unified interface through authenticated API access
Google Workspace MCP Server
aaronsb
-
security
A
license
-
quality
Provides authenticated access to Google Workspace APIs with a focus on Gmail operations and planned Calendar support, featuring secure OAuth authentication and multi-account management with detailed error handling.
Last updated -
47
TypeScript
MIT License
Why this server?
Integrates with Google's Vertex AI Search to enable document searching using Gemini with grounding. Allows querying across one or multiple Vertex AI data stores to retrieve information from private data sources.
MCP Server for Vertex AI Search
ubie-oss
-
security
A
license
-
quality
A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.
Last updated -
13
Python
Apache 2.0
Why this server?
Integrates with Google's Generative AI (Gemini) through API keys for natural language processing capabilities
ADK MCP Agent
AtulanZaman
-
security
A
license
-
quality
A streaming chat agent that integrates Google ADK with Model Context Protocol and Google Maps tools, enabling users to interact with location-based services through a conversational interface.
Last updated -
Python
MIT License
Why this server?
Supports deployment on Google Cloud Platform (GCP) and includes a Search tool for performing Google searches.
MCP Server
Martposting
-
security
A
license
-
quality
Facilitates multi-client processing for high-performance operations within the DigitalFate framework, enabling advanced automation through task orchestration and agent integration.
Last updated -
1
Python
MIT License
Why this server?
Integrates with Google's Gemini API for AI-powered features, specifically for finding relevant resources in Canvas LMS based on natural language queries.
Canvas MCP - College and High School Courses
aryankeluskar
-
security
A
license
-
quality
A set of tools enabling AI agents to interact with Canvas LMS, allowing users to find relevant resources, get course information, and navigate modules through natural language queries.
Last updated -
6
Python
MIT License
Why this server?
Uses Gemini's large context window to analyze codebases, requiring a Gemini API key from Google AI Studio
DeepView MCP
ai-1st
-
security
A
license
-
quality
A Model Context Protocol server that enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's extensive context window.
Last updated -
17
Python
MIT License
Why this server?
Enables searching for LinkedIn companies via Google, where the first result is typically identified as the best match.
HDW MCP Server
horizondatawave
-
security
A
license
-
quality
A Model Context Protocol server that provides comprehensive access to LinkedIn data and functionality, enabling data retrieval and user account management through the HorizonDataWave API.
Last updated -
25
17
JavaScript
MIT License
Why this server?
Supports Google's Gemini AI models for advanced language understanding and generation
SeekChat
seekrays
-
security
A
license
-
quality
SeekChat supports MCP tool execution, enabling AI to directly control your computer and perform various tasks. Easily automate file management, data analysis, code development, and more, turning AI into a truly intelligent assistant.
Last updated -
18
JavaScript
Apache 2.0
Why this server?
Integrates with Google's Gemini models including Gemini Pro and Gemini Flash for efficient document processing and task handling.
LLM Gateway MCP Server
Dicklesworthstone
-
security
A
license
-
quality
An MCP-native server that enables intelligent task delegation from advanced AI agents like Claude to more cost-effective LLMs, optimizing for cost while maintaining output quality.
Last updated -
64
Python
MIT License
Why this server?
Provides the ability to look up Google's ASN information and network details through the ASN lookup functionality.
IR Toolshed MCP Server
rossja
-
security
A
license
-
quality
A Model Context Protocol server that provides network analysis tools for security professionals, enabling AI models like Claude to perform tasks such as ASN lookups, DNS analysis, WHOIS retrieval, and IP geolocation for security investigations.
Last updated -
1
Python
Apache 2.0
Why this server?
Provides access to Google's Gemini AI models through the @google/genai SDK, enabling text generation, function calling, stateful chat, file handling, and content caching capabilities.
MCP Gemini Server
Novakiki
-
security
A
license
-
quality
An MCP server that enables other AI models (like Claude) to use Google's Gemini models as tools for specific tasks through a standardized interface.
Last updated -
1
TypeScript
MIT License
Why this server?
Integrates with SerpAPI Google Flights to search for flights between airports, supporting one-way and round-trip itineraries
mcp-flight-search
arjunprabhulal
-
security
A
license
-
quality
A Model Context Protocol Server search realtime flight detail with multiple fligh carrier, price , stop , time duration for any given date using simple prompt
Last updated -
1
Python
MIT License
Why this server?
Provides search capabilities through the React Agent tool which can perform Google searches
Wordware MCP Server
hugobiais
-
security
A
license
-
quality
A Model Context Protocol server implementation that integrates Wordware flows as tools directly within Claude conversations, supporting features like founder research, lead enrichment, Notion integration, and task solving with Google search.
Last updated -
50
JavaScript
MIT License
Why this server?
Allows access to Google's Gemini models through the same standardized interface used for other LLM providers
LLM Bridge MCP
sjquant
-
security
A
license
-
quality
Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, Google, DeepSeek) through a standardized interface, making it easy to switch between models or use multiple models in the same application.
Last updated -
3
Python
MIT License
Why this server?
Integrates with Google Places API to search for nearby places based on keywords, with options for radius customization and type filtering.
nearby-search-mcp
kukapay
-
security
A
license
-
quality
An MCP server for nearby place searches with IP-based location detection.
Last updated -
Python
MIT License
Why this server?
Provides structured data from Google search results through the google_search tool, including organic search results, knowledge graph data, and related questions
olostep-mcp
olostep
-
security
A
license
-
quality
Searching google, individual websites and scraping their content. Fast and cost-effective. ⚡️
Last updated -
16
TypeScript
MIT License
Why this server?
Provides access to Google Contacts functionality, allowing users to list, search, create, update, and delete contacts, as well as search the Google Workspace directory and access 'Other Contacts'.
MCP Google Contacts Server
RayanZaki
-
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 -
Python
MIT License
Why this server?
Integrates with Google Search to provide grounded responses to factual questions and current information.
GemSuite-MCP
PV-Bhat
-
security
A
license
-
quality
The ultimate Gemini API interface for MCP hosts, intelligently selecting models for the task at hand—delivering optimal performance, minimal token cost, and seamless integration.
Last updated -
6
TypeScript
MIT License
Why this server?
Integrates with Google's Gemini API for AI capabilities, allowing the MCP server to leverage Gemini models for processing and responding to requests.
kube-mcp
lochgeo
-
security
A
license
-
quality
An MCP server that enables interaction with Kubernetes/Minikube clusters through natural language, allowing AI agents like Codename Goose to manage Kubernetes resources via the Model Context Protocol.
Last updated -
Python
MIT License
Why this server?
Provides stock information and insider transactions for Google (GOOGL), including price data and company metrics.
YFinance Trader MCP Tool
SaintDoresh
-
security
A
license
-
quality
Provides stock market data and trading capabilities using the yfinance library
Last updated -
4
Python
MIT License
Why this server?
Connects to Google's Gemini API using the Google API key for AI-driven browser automation tasks
browser-use MCP server
Deploya-labs
-
security
A
license
-
quality
AI-driven browser automation server that implements the Model Context Protocol to enable natural language control of web browsers for tasks like navigation, form filling, and visual interaction.
Last updated -
1
Python
MIT License
Why this server?
Enables Google search integration to perform web searches and extract search results for research purposes
MCP Web Research Server
chuanmingliu
-
security
A
license
-
quality
A Model Context Protocol server that enables Claude to perform web research by integrating Google search, extracting webpage content, and capturing screenshots.
Last updated -
854
4
MIT License
Why this server?
Enables Google search integration to retrieve search results and extract information from the web
MCP Web Research Server
PhialsBasement
-
security
A
license
-
quality
A Model Context Protocol server that enables Claude to perform web research by integrating Google search, extracting webpage content, and capturing screenshots in real-time.
Last updated -
854
1
JavaScript
MIT License
Why this server?
Integrates with Google Search to perform searches, with features for parallel searching, batch operations with rate limiting, and intelligent queuing of search requests.
MCP Deep Web Research Server
PedroDnT
-
security
A
license
-
quality
A Model Context Protocol server that enables Claude to perform advanced web research with intelligent search queuing, enhanced content extraction, and deep research capabilities.
Last updated -
53
TypeScript
MIT License
Why this server?
Enables Google search integration for retrieving real-time search results and extracting information from the web
MCP Web Research Server
jevy
-
security
A
license
-
quality
A server that integrates with Claude Desktop to enable real-time web research capabilities, allowing users to search Google, extract webpage content, and capture screenshots directly from conversations.
Last updated -
854
MIT License
Why this server?
Provides Google Custom Search capabilities with advanced filtering, allowing search queries with parameters for trusted domains, excluded domains, result count, safe search, and date restrictions
Google Search MCP Server
Claw256
-
security
A
license
-
quality
Provides Google search capabilities, web content extraction, and screenshot functionality with advanced bot detection avoidance through the MCP protocol.
Last updated -
39
4
TypeScript
MIT License
Why this server?
Provides integration with Google products, specifically Gmail and Google Calendar, supporting multiple Google accounts and OAuth2 authentication.
MCP G Suite Integration
alBERT-launcher
-
security
A
license
-
quality
Integration server that enables interaction with Google services including Gmail and Calendar, allowing users to manage emails, draft responses, and schedule events across multiple Google accounts.
Last updated -
Python
MIT License
Why this server?
Provides integration with Google's Gemini AI models through Google AI Studio API
Gemini MCP Server
aliargun
-
security
A
license
-
quality
Model Context Protocol (MCP) server implementation that enables Claude Desktop to interact with Google's Gemini AI models.
Last updated -
53
TypeScript
MIT License
Why this server?
Enables interaction with Google Sheets, likely providing capabilities for reading from and writing to spreadsheets, managing worksheet data, and possibly handling spreadsheet formatting or calculation features.
mcp-google-sheets
activepieces
-
security
F
license
-
quality
Google sheets.
Last updated -
3,257
14,956
TypeScript
Why this server?
Handles OAuth2 authentication flow for secure access to Google services and APIs.
Google Calendar MCP
AnByoungHyun
-
security
F
license
-
quality
A server that enables Cursor users to view, create, and manage Google Calendar events through natural language commands using the MCP protocol with Google OAuth2 authentication.
Last updated -
Python
Why this server?
Provides access to Google Autocomplete suggestions and People Also Ask questions for keyword research.
KeywordsPeopleUse MCP Server
data-skunks
-
security
F
license
-
quality
A Model Context Protocol server implementation that integrates with KeywordsPeopleUse for accessing keyword research features including People Also Ask questions, Google Autocomplete suggestions, Reddit/Quora questions, and semantic keywords.
Last updated -
JavaScript
Why this server?
Monitors AI agent web traffic performance including Google ranking to track visibility and popularity of different AI agents.
AI Agent Marketplace Index Search
AI-Agent-Hub
-
security
F
license
-
quality
Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.
Last updated -
23
Python
Why this server?
Enables email operations through Google Mail, allowing the AI to read, send, and manage emails via a Google Mail MCP tool.
XiaoZhi MCP Aggregate
avxxoo
-
security
F
license
-
quality
A powerful interface for extending AI capabilities through remote control, calculations, email operations, knowledge search, and more.
Last updated -
1
Python
Why this server?
Provides Google Search functionality via Serper API, allowing access to search results with support for customizing location, language, time period, and number of results.
Serper MCP Server
garylab
-
security
F
license
-
quality
A Model Context Protocol server that enables LLMs to perform Google searches via the Serper API, allowing models to retrieve current information from the web.
Last updated -
2
Python
Why this server?
Provides integration with Google Workload Manager API, enabling management and monitoring of workloads running on Google Cloud Platform, including vulnerability assessment and configuration validation.
Workload Manager MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server that enables interaction with Google Cloud's Workload Manager API, allowing users to manage workloads through natural language commands.
Last updated -
Python
Why this server?
Provides integration with Google Workflows API (v1beta), allowing management and orchestration of cloud-based workflows that connect Google Cloud and third-party services.
Google Workflows MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Google Workflows API, allowing management of workflow executions and definitions through natural language commands.
Last updated -
Python
Why this server?
Integrates with Google's VPC Access API, allowing management of serverless VPC access resources for connecting serverless environments to a Virtual Private Cloud network.
Serverless VPC Access MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An auto-generated MCP server for Google's Serverless VPC Access API, enabling communication with Google Cloud VPC networks through natural language interactions.
Last updated -
Python
Why this server?
Integrates with Google Cloud Vision API, allowing for analysis of images including features like object detection, optical character recognition (OCR), and image labeling through the Vision API v1p1beta1.
Cloud Vision API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) Server that provides a standardized interface for interacting with Google's Cloud Vision API, enabling AI agents to analyze images and extract visual information through natural language.
Last updated -
Python
Why this server?
Integrates with Google's Verified Access API (v2), allowing interaction with Google's device verification service to determine if a device meets specified security requirements.
Chrome Verified Access API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
This MCP server enables interaction with Google's Verified Access API, allowing users to verify the security posture of Chrome OS and Chrome Browser devices through natural language commands.
Last updated -
Python
Why this server?
Provides access to Google Translate API, allowing for text translation between languages using Google's translation services.
Cloud Translation API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to interact with Google's Cloud Translation API for translating text between languages.
Last updated -
Python
Why this server?
Provides integration with Google's Traffic Director API (v2), allowing management and configuration of global load balancing and traffic routing services for cloud infrastructure.
Traffic Director MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server that enables interaction with Google's Traffic Director API, allowing users to manage global load balancing services through natural language.
Last updated -
Python
Why this server?
Provides tools for managing Google TPU (Tensor Processing Units) resources through the Google TPU API, enabling operations like creating, deleting, starting, stopping, and querying TPU nodes and accelerator types.
Cloud TPU API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
Provides Multi-Agent Conversation Protocol access to Google Cloud TPU services, enabling management of Tensor Processing Units through natural language interactions with the Google TPU API.
Last updated -
Python
Why this server?
Provides integration with Google's Test Results API (toolresults), allowing access to test results from Firebase Test Lab and Android Studio. The MCP server enables interactions with test execution data, issues, and detailed results from automated testing.
Cloud Tool Results API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP Server that provides access to Google's Cloud Tool Results API, enabling applications to programmatically interact with test results from Firebase Test Lab and mobile app testing through natural language.
Last updated -
Python
Why this server?
Integrates with Google Street View Publish API, allowing the upload, management, and publishing of 360° photos to Google Street View. Supports operations for photo uploads, metadata management, and publishing control.
Street View Publish API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
Enables interaction with Google's Street View Publish API for publishing and managing 360 photos on Google Street View through natural language commands.
Last updated -
Python
Why this server?
Provides tools for managing Google Cloud SQL instances, operations, users, databases, backups, flags, and tiers through the Cloud SQL Admin API (v1beta4).
Cloud SQL Admin MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP Server that enables interaction with Google Cloud SQL Admin API, allowing users to manage Cloud SQL database instances through natural language commands.
Last updated -
Python
Why this server?
Provides integration with Google Service Usage API, enabling management of Google Cloud services and APIs, including enabling/disabling services, retrieving service configurations, and handling service usage operations for Google Cloud Platform projects.
Service Usage API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP Server that enables interaction with Google's Service Usage API, allowing management and control of which Google Cloud Platform APIs and services are enabled for a project.
Last updated -
Python
Why this server?
Provides access to Google's Resource Settings API, allowing management and configuration of resource settings across Google Cloud resources. The integration is built specifically for the Resource Settings API v1, enabling operations related to organization-level settings management.
Resource Settings MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP Server that provides a natural language interface to Google Cloud Resource Settings API, enabling users to view and manage settings for Google Cloud resources through conversation.
Last updated -
Python
Why this server?
Provides integration with Google's Real-Time Bidding API (v1alpha), enabling programmatic access to manage bidding activities in real-time advertising auctions.
Real-Time Bidding MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Google's Real-Time Bidding API, enabling programmatic interactions with RTB functionalities through natural language.
Last updated -
Python
Why this server?
Integrates with Google's Public Certificate Authority API (publicca), allowing for management of public certificates through the API endpoints specified at googleapis.com/publicca/v1beta1.
Public Certificate Authority API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP Server that enables interaction with Google's Public Certificate Authority API for managing publicly trusted TLS certificates via natural language.
Last updated -
Python
Why this server?
Provides access to Google's Certificate Authority Service (PrivateCA). The MCP server integrates with the Google Cloud Private CA API v1beta1, allowing management of certificate authorities, certificates, and related resources in Google Cloud.
Certificate Authority API Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server for Google's Certificate Authority API that enables management of private certificate authorities through natural language interactions.
Last updated -
Python
Why this server?
Integrates with Google's Policy Troubleshooter API, allowing troubleshooting of access denials in Google Cloud Platform by evaluating IAM policies and explaining why a principal does or doesn't have permission to access resources.
Policy Troubleshooter API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server that provides natural language interaction with Google's Policy Troubleshooter API, allowing users to troubleshoot access denied errors and analyze IAM policies.
Last updated -
Python
Why this server?
Provides access to Google's Policy Analyzer API, enabling programmatic interaction with the policy analysis service for investigating resource configurations across Google Cloud Platform resources.
Policy Analyzer API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
This MCP Server provides a natural language interface to interact with Google's Policy Analyzer API, allowing users to analyze policies and evaluate compliance through conversations.
Last updated -
Python
Why this server?
Provides integration with Google's Playable Locations API, allowing tools for querying and managing playable location data for location-based games and applications.
Playable Locations MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An auto-generated MCP server that interfaces with Google's Playable Locations API, allowing agents to programmatically access and query location data for gaming applications.
Last updated -
Python
Why this server?
Provides tools for managing organization policies through Google's Organization Policy Service API, allowing for the creation, retrieval, updating, and deletion of policy constraints and configurations across Google Cloud resources.
Organization Policy API Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP Server that enables interaction with Google's Organization Policy API, allowing users to manage organization policies that control resource behavior within Google Cloud environments.
Last updated -
Python
Why this server?
Provides tools for interacting with Google's On-Demand Scanning API, enabling vulnerability scanning capabilities for container images and packages in Google Cloud environments.
On-Demand Scanning API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP Server that enables users to interact with Google's On-Demand Scanning API (v1beta1) through natural language, likely providing capabilities for vulnerability scanning and security analysis of containers and artifacts.
Last updated -
Python
Why this server?
Provides integration with Google OAuth2 services, allowing for authentication and authorization operations using Google's OAuth2 API to access Google services.
Google OAuth2 API Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server that enables authentication and authorization with Google's OAuth2 API, allowing users to securely authenticate and access Google services through natural language interactions.
Last updated -
Python
Why this server?
Provides integration with Google My Business Account Management API, allowing management of business accounts, locations, and business profile permissions for Google Maps and Search listings.
My Business Account Management API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server that enables interaction with Google's My Business Account Management API, allowing users to perform account management operations through natural language interactions.
Last updated -
Python
Why this server?
Provides integration with Google Cloud Monitoring API, allowing agents to interact with and manage monitoring resources through the monitoring API specified at https://api.apis.guru/v2/specs/googleapis.com/monitoring/v1/openapi.json.
Cloud Monitoring API Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server that provides access to Google Cloud Monitoring API, enabling interaction with cloud resources monitoring data through natural language commands.
Last updated -
Python
Why this server?
Provides access to Google's Dataproc Metastore API, enabling management of managed Hive metastore services on Google Cloud Platform, with capabilities for creating, configuring, backing up, and restoring metadata repositories for big data processing frameworks.
Dataproc Metastore API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Google Cloud's Dataproc Metastore API, enabling AI agents to manage and interact with Hive metastore services through natural language.
Last updated -
Python
Why this server?
Provides access to Google's Managed Identities service (v1alpha1), allowing management of Microsoft Active Directory domains in Google Cloud environment through the googleapis.com API endpoint.
Managed Service for Microsoft Active Directory API Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) server that enables interaction with Google's Managed Service for Microsoft Active Directory through its OpenAPI, allowing users to manage identity resources through natural language.
Last updated -
Python
Why this server?
Provides access to Google Cloud Logging API, allowing management of logs and log entries in Google Cloud Platform projects.
Cloud Logging API Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server that enables interaction with Google Cloud Logging API, allowing users to write, read, and manage log entries and configurations through natural language.
Last updated -
Python
Why this server?
Provides integration with Google's Local Services API, allowing access to localservices v1 endpoints for managing local service providers, search partners, and related operations for local business services.
Local Services MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
A Multi-Agent Conversation Protocol Server that provides access to Google's Local Services API, enabling interaction with local service businesses information through natural language commands.
Last updated -
Python
Why this server?
Provides access to Google Cloud Life Sciences API (v2beta), allowing for management and execution of genomic and bioinformatics workflows in Google Cloud, as specified by the OpenAPI URL in the README.
Cloud Life Sciences API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP Server that provides access to Google Cloud Life Sciences API, enabling users to run biomedical workloads in the cloud through natural language interactions.
Last updated -
Python
Why this server?
Provides tools for interacting with Google's Indexing API, which allows submitting URLs to Google's index and checking the indexing status of specific URLs programmatically.
Google Indexing API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server that enables interacting with Google's Indexing API, allowing agents to submit URLs to Google for indexing or removal from search results through natural language commands.
Last updated -
Python
Why this server?
Integrates with Google Healthcare API (v1beta1), providing capabilities for managing healthcare data such as FHIR resources, DICOM stores, and HL7v2 messages within Google Cloud's healthcare service.
Cloud Healthcare API Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server that enables interaction with Google's Cloud Healthcare API, allowing users to manage healthcare data, FHIR resources, DICOM stores, and healthcare datasets through natural language commands.
Last updated -
Python
Why this server?
Integrates with Google Groups Migration API, allowing for the management and migration of email messages into Google Groups, enabling programmatic importing of messages to specific Google Groups for archival or transition purposes.
Groups Migration MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP server that enables programmatic interaction with Google Groups Migration API for importing messaging data into Google Groups, allowing users to migrate email messages from external systems.
Last updated -
Python
Why this server?
Provides integration with Google Kubernetes Engine Hub API (v1beta1), enabling management of GKE Hub resources for multi-cluster Kubernetes deployments across Google Cloud and on-premises environments.
GKE Hub API MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An auto-generated MCP server that enables interaction with Google Kubernetes Engine Hub API for multi-cluster management through natural language commands.
Last updated -
Python
Why this server?
Provides integration with Google Game Services API, enabling management and orchestration of game server deployments, configurations, and realms across Google Cloud Platform.
Game Services MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An MCP server that enables interaction with Google Cloud Game Services API, allowing users to manage game server deployments, realms, and configurations through natural language.
Last updated -
Python
Why this server?
Provides tools for interacting with Google Play Games Management API, allowing operations for management of games, players, achievements, leaderboards, and other game-related resources.
Google Play Game Management MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An MCP server that enables management of Google Play games via the Google Games Management API, allowing automated interactions for game resets, hiding/unhiding data, and player management through natural language commands.
Last updated -
Python
Why this server?
Provides access to Google Play Game Services Configuration API, enabling management of achievement and leaderboard configurations for Android, iOS, and web games.
Google Play Game Services Configuration MCP Server
ag2-mcp-servers
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security
F
license
-
quality
A Multi-Agent Conversation Protocol server for interacting with Google Play Game Services Configuration API, allowing management of game configurations through natural language commands.
Last updated -
Python
Why this server?
Integrates with Google Fitness API, allowing management and access to health and fitness data in Google Fit. The server was generated for the specific OpenAPI spec at googleapis.com/fitness/v1.
Fitness MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An MCP server that provides an interface to Google's Fitness API, enabling interaction with fitness data through natural language using the Multi-Agent Conversation Protocol.
Last updated -
Python
Why this server?
Provides integration with Google's DoubleClick Bid Manager API, allowing for programmatic management of advertising reports and queries related to digital marketing campaigns.
DoubleClick Bid Manager MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An MCP Server that provides a conversational interface to the DoubleClick Bid Manager API, allowing users to manage programmatic advertising campaigns through natural language interactions.
Last updated -
Python
Why this server?
Provides access to Google Docs API, allowing management and manipulation of documents in Google Docs, including creation, editing, and formatting of documents, handling comments, and managing document permissions.
Google Docs API MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to interact with Google Docs via natural language, automatically generated using AG2's MCP builder.
Last updated -
Python
Why this server?
Provides access to Google Cloud DNS API (v2), allowing management of DNS zones and records within Google Cloud Platform. The integration connects to the DNS API at googleapis.com/dns/v2.
Google Cloud DNS API MCP Server
ag2-mcp-servers
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security
F
license
-
quality
Auto-generated MCP server that enables interaction with Google's Cloud DNS API for managing DNS zones and records through natural language.
Last updated -
Python
Why this server?
Integrates with Google's Data Loss Prevention (DLP) API, allowing for identification, classification, and protection of sensitive data through inspection, de-identification, and re-identification operations.
Cloud DLP API MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An MCP Server that enables interaction with Google Cloud's Data Loss Prevention (DLP) API, allowing users to discover, classify, and protect sensitive data through natural language commands.
Last updated -
Python
Why this server?
Integrates with Google's Display & Video 360 API, allowing management of digital advertising campaigns, targeting options, and performance metrics for programmatic advertising across multiple channels.
Display & Video 360 API MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An MCP server that enables interaction with Google's Display & Video 360 advertising platform API, allowing management of digital advertising campaigns through natural language commands.
Last updated -
Python
Why this server?
Provides access to Google APIs through the Discovery Service, allowing AI agents to discover and interact with various Google API services, their resources, methods, and schemas.
Google API Discovery Service MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An MCP server that provides access to Google's API Discovery Service, allowing agents to discover and interact with Google APIs through natural language commands.
Last updated -
Python
Why this server?
Enables interaction with Google's Digital Asset Links API, allowing verification and management of associations between web domains and Android apps or other digital assets.
Digital Asset Links API MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An MCP server that enables querying and managing relationships between websites and mobile apps through Google's Digital Asset Links API, auto-generated using AG2's MCP builder.
Last updated -
Python
Why this server?
Provides tools for interacting with Google Datastream API, enabling management of streaming data pipelines between databases and Google Cloud services through the googleapis.com/datastream/v1 endpoint.
Datastream MCP Server
ag2-mcp-servers
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security
F
license
-
quality
A Multi-Agent Conversation Protocol server that enables interaction with Google Cloud Datastream API for managing data replication services between various source and destination systems through natural language commands.
Last updated -
Python
Why this server?
Provides integration with Google Cloud Datastore, enabling access to Datastore v1beta1 API for managing NoSQL database operations through the specified OpenAPI URL.
Cloud Datastore API MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) Server providing natural language access to Google's Cloud Datastore services through the v1beta1 API.
Last updated -
Python
Why this server?
Provides tools for interacting with Google's Data Labeling API, allowing for management of datasets, annotation tasks, and labeling operations for machine learning training data through the v1beta1 endpoint.
Data Labeling MCP Server
ag2-mcp-servers
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security
F
license
-
quality
An MCP Server that enables interaction with Google's Data Labeling API, allowing users to manage datasets, annotations, and labeling tasks through natural language commands.
Last updated -
Python
Why this server?
Interfaces with Google's API ecosystem, specifically the Blogger API, for blog content management
Blogger MCP Server
niyonabil
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security
F
license
-
quality
An intermediary server that enables AI models to interact with Google's Blogger platform, automating the creation and management of blogs, posts, and labels through the Blogger API.
Last updated -
58
1
TypeScript
Why this server?
Integrates with Google DeepMind's GNoME (Graph Networks for Materials Exploration) dataset, enabling access to millions of predicted stable crystal structures for materials science applications.
Materials MCP
ZuchGuillotine
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security
F
license
-
quality
A Model Context Protocol server that provides access to materials databases through the OPTIMADE API, with focus on Google DeepMind's GNoME dataset containing millions of predicted crystal structures.
Last updated -
Python
Why this server?
Integrates with Google's Gemini AI to enable file access operations, allowing Gemini to read, write, and list files within a designated sandbox directory on the user's local machine.
Gemini MCP File Agent
kevingduck
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security
F
license
-
quality
A local server that enables Google's Gemini AI to safely read, write, and list files within a controlled sandbox folder on your computer through natural language chat interactions.
Last updated -
1
Python
Why this server?
Uses Google Search via the Serper API to retrieve targeted documentation from supported framework websites
MCP Server
GobinFan
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security
F
license
-
quality
Implements the Model Context Protocol (MCP) to provide AI models with a standardized interface for connecting to external data sources and tools like file systems, databases, or APIs.
Last updated -
90
Python
Why this server?
Searches Google and returns top search results for any query, allowing the agent to find relevant information across the web
Browser Automation MCP Server
Raghu6798
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security
F
license
-
quality
Enables intelligent web scraping through a browser automation tool that can search Google, navigate to webpages, and extract content from various websites including GitHub, Stack Overflow, and documentation sites.
Last updated -
1
Python
Why this server?
Incorporates Google's A2A (Agent-to-Agent) protocol for enabling robust multi-agent communication between AI systems.
MCP-AWS
anirban1592
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security
F
license
-
quality
A custom server with tools that enable AI agents to provision and terminate AWS EC2 instances through natural language commands.
Last updated -
Python
Why this server?
Leverages Google's Gemini models for generating embeddings and natural language descriptions/answers about code
Python Codebase Analysis RAG System
shervinemp
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security
F
license
-
quality
An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.
Last updated -
1
Python
Why this server?
Incorporates Google's Gemini model (gemini-2.0-flash-001) as one of the research agents for information gathering and analysis.
OpenRouter Agents MCP Server
wheattoast11
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security
F
license
-
quality
A Model Context Protocol server that enables conversational LLMs to delegate complex research tasks to specialized AI agents powered by various OpenRouter models, coordinated by a Claude orchestrator.
Last updated -
1
JavaScript
Why this server?
Enables use of Google's Gemini models through OpenRouter for text chat and multimodal conversations, with support for vision capabilities and model customization.
OpenRouter MCP Multimodal Server
stabgan
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security
F
license
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quality
Provides chat and image analysis capabilities through OpenRouter.ai's diverse model ecosystem, enabling both text conversations and powerful multimodal image processing with various AI models.
Last updated -
292
3
TypeScript
Why this server?
Optional Google Search integration for grounding AI responses in factual information
Gemini MCP Server
dakrin
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security
F
license
-
quality
A Model Context Protocol server that enables Claude Desktop to interact with Google's Gemini 2.5 Pro Experimental AI model, with features like Google Search integration and token usage reporting.
Last updated -
JavaScript
Why this server?
Provides OAuth authentication with Google accounts for accessing Google services.
GoogleCalendarMCP
ITworkonline
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security
F
license
-
quality
A Model Completion Prompt (MCP) plugin that allows users to create events in Google Calendar with customizable attributes like times, description, location, attendees, and timezone.
Last updated -
Python
Why this server?
Facilitates DNS operations for Google.com and retrieval of information about Google services exposed on the internet through Shodan's host information and DNS lookup capabilities
ADEO CTI MCP Server
ADEOSec
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security
F
license
-
quality
A Model Context Protocol server that provides access to Shodan and VirusTotal APIs for cybersecurity analysis, enabling analysts to perform network intelligence operations including host lookups, vulnerability analysis, and threat intelligence gathering.
Last updated -
1
TypeScript
Why this server?
Leverages Google's LearnLM/Gemini API to provide metacognitive guidance for Claude, analyzing thinking processes and offering targeted advice to improve reasoning outcomes.
Wisdom Layer MCP
PV-Bhat
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security
F
license
-
quality
A metacognitive advisor for Claude that provides strategic guidance, plan distillation, and mistake tracking to enhance Claude's reasoning capabilities.
Last updated -
1
TypeScript
Why this server?
Provides Google Custom Search functionality, allowing AI agents to search the web through Google's search engine API and retrieve search results programmatically.
Google Search MCP Server
renoscriptdev
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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 -
Python
Why this server?
Enables interaction with Google's Gemini API, allowing text generation, text analysis, and chat conversations through the Gemini models.
MCP Gemini Server
amitsh06
-
security
F
license
-
quality
A server implementing the Model Context Protocol that enables AI assistants like Claude to interact with Google's Gemini API for text generation, text analysis, and chat conversations.
Last updated -
Python
Why this server?
Provides tools for retrieving organic search results, creating search tasks, and accessing related SEO data from Google's search engine.
SEO Tools MCP Server
Skobyn
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security
F
license
-
quality
Enables LLMs to interact with DataForSEO and other SEO APIs through natural language, allowing for keyword research, SERP analysis, backlink analysis, and local SEO tasks.
Last updated -
9
TypeScript
Why this server?
Uses Google's Gemini API for document indexing and embedding generation for RAG functionality
MCP Docs RAG Server
kazuph
-
security
F
license
-
quality
A TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.
Last updated -
1
JavaScript
Why this server?
Performs Google searches and extracts results while bypassing anti-bot mechanisms, providing real-time search capabilities with support for multiple languages and regions.
Google Search MCP
modelcontextprotocol-servers
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security
F
license
-
quality
A Playwright-based tool that performs Google searches and extracts results while bypassing anti-bot mechanisms, providing real-time search capabilities for AI assistants.
Last updated -
6
1
TypeScript
Why this server?
Performs searches on Google and retrieves parsed search results pages via SerpApi
SerpApi MCP Server
ilyazub
-
security
F
license
-
quality
An MCP server that integrates with SerpApi to retrieve search results from multiple search engines including Google, Bing, Yahoo, and others, enabling fast access to both live and archived search data.
Last updated -
Python
Why this server?
Provides integration with Google API for calendar management and email functionality, allowing access to events, creating new events, reading and sending emails.
MCP Personal Assistant Agent
zhangzhongnan928
-
security
F
license
-
quality
A versatile Model Context Protocol server that enables AI assistants to manage calendars, track tasks, handle emails, search the web, and control smart home devices.
Last updated -
2
Python
Why this server?
Integrates with Google services and provides AI-powered web search
All-in-One Dev
nguyenvanduocit
-
security
F
license
-
quality
All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...
Last updated -
43
Why this server?
Provides integration with Google's AI models (Gemini) for enhanced context understanding and tool usage
Model Context Provider (MCP) Server
Mark850409
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security
F
license
-
quality
Facilitates enhanced interaction with large language models (LLMs) by providing intelligent context management, tool integration, and multi-provider AI model coordination for efficient AI-driven workflows.
Last updated -
Python
Why this server?
Provides calendar functionality for listing, reading, and creating events with support for filtering, timezone handling, and attendee management
Gmail MCP Server
zacco16
-
security
F
license
-
quality
A Model Context Protocol server that enables AI assistants to interact with Gmail services, supporting email operations, draft management, and calendar functionality through Google API integration.
Last updated -
TypeScript
Why this server?
Integrates with Google's Gemini AI to provide AI-powered assistance for coding problems
Second Opinion MCP Server
PoliTwit1984
-
security
F
license
-
quality
Provides AI-powered assistance for coding problems using Google's Gemini AI, combined with Perplexity insights and Stack Overflow references, facilitating contextual analysis and automatic response archiving for improved troubleshooting.
Last updated -
10
TypeScript

DataForSEO MCP Serverofficial

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