"Google Cloud Composer" matching MCP servers:

Provides hosted, read-only Google Maps tools for MCP clients, enabling place search, full place details, reviews, photos, posts, and contributor history without a Google Cloud project or billing.

Tools for AI assistant's deep research: * Google search + webpage reading (incl. JS-rendered pages) * Document & decks analysis * YouTube transcript extraction * Patents + academic paper search * Company and competitors research * Prompts for comprehensive-research, fact-check, summarize-url, news-briefing, patent-portfolio-analysis, competitive-analysis, literature-review, technical-deep-dive

A Model Context Protocol server that exposes Google Search as a tool via scraping, requiring no API key.

MCP server for Google Search using a logged-in browser profile, delivering personalized, ad-free results with advanced operators and pagination. It also fetches web pages as markdown through the same browser session.

Searching google, individual websites and scraping their content. Fast and cost-effective. ⚡️

Enables users to look up any company's Google advertising by domain or verified advertiser name, returning one row per ad with its format, first and last shown dates, creative link, and Transparency Center permalink. Also returns a per-company summary stating whether the advertiser runs Google ads, roughly how many, and in which formats, with unfiltered by region, format, recency, or ad count.

Live search on six engines (Google, Bing, Yandex, Baidu, DuckDuckGo, Ecosia), image search and single/batch page extraction for AI agents. Keeps source engine and rank. Runs against a self-hosted OpenSERP server or OpenSERP Cloud.

Provides Google search, URL extraction, and academic paper inline extraction without API keys, enabling search and content retrieval from a single MCP server.

Provides real-time Google search results (organic + knowledge graph) with country targeting, language, time filters, and pagination, at low cost.

Enables AI assistants to look up which Google ads a competitor is running by domain, advertiser ID, Transparency Center link, or exact advertiser name, returning each ad's status, dates, days shown, and link with optional country and status filters.

A hosted Model Context Protocol server providing read-only YouTube tools for search, video/channel data, and transcripts, with no Google Cloud project or API key required.

Submit URLs for instant indexing via IndexNow and Google Indexing API

MCP server that lets AI agents perform Google AI Mode searches using the user's own browser session, returning synthesized answers with citations.

Enables writers to research and verify news stories, extract facts with their sources attached, mine SEO keywords, receive a drafting brief, and audit their finished draft for weak spots and AI-sounding phrasing. It then assembles the publishing pack, NewsArticle and FAQPage schema, and SEO validation report around the text — without writing the prose itself.

Enables searching Google Scholar with Scholar operators, year ranges, cited-by and all-versions lookups, and retrieving citations in five styles with BibTeX and EndNote export links as structured JSON.

Enables MCP clients to perform live Google searches and retrieve structured SERP data including organic results, AI Overviews, People Also Ask, AI Mode answers, news, shopping, and short-video results via eight read-only tools.

An MCP server that lets AI assistants look up any advertiser's Google ads. Search by domain or company name, retrieve ad creatives, and decode text ad content from Google's Ads Transparency Center.

17 data tools for AI agents: Google Flights, Hotels, Shopping, News, Images, Videos, Jobs and Trends, Google Maps leads, Ads Transparency, YouTube transcripts, app reviews and AI visibility. Each tool runs an AutomationNation Actor on your own Apify account.

MCP server for scraping images from DuckDuckGo and Google Maps place photos without API key.

Allows agents to search Google, Bing, DDG, and other web endpoints.

Enables image search on Google Images with size, color, and type filters, returning up to 100 results per call including source pages and full-resolution URLs.

Enables MCP clients to fetch Google Trends data for any term, including interest over time, interest by region, and related queries and topics, all as structured JSON.

Enables Google search with advanced options (date, language, country, safe search) and webpage content extraction via the Model Context Protocol.

Anti-bot Google search MCP that replaces the usual search MCP + URL fetcher combo with one server. No API key, no proxies, includes graceful CAPTCHA recovery.

Enables retrieval of relative search interest, regional breakdowns, related queries, and related topics for search terms, with optional geo, timeframe, category, and search-property filters, and comparison of up to five terms on a shared scale.

Enables cloud browser automation through Browserbase and Stagehand, allowing LLMs to navigate web pages, extract data, take screenshots, fill forms, and perform automated web interactions with multi-session support.

Google Trends data for AI assistants: interest over time, interest by region or country, and trending searches in 125 countries. Powered by an Apify Actor, no Google rate limits.

Provides cloud browser automation using Browserbase and Stagehand, enabling LLMs to navigate, extract data, take screenshots, and perform web interactions.

Enables MCP clients to search one-way, round-trip, and multi-city itineraries and retrieve fares, flight legs, carbon emissions and price history as structured JSON.

Enables LLMs to control cloud browsers for web automation, data extraction, screenshots, and form interactions using Browserbase and Stagehand with support for multiple AI models and parallel browser sessions.

Enables cloud browser automation using Browserbase and Stagehand to interact with web pages, extract data, take screenshots, and perform automated actions with AI-powered natural language commands.

Enables MCP clients to search live hotel and vacation-rental listings with the rate each booking site (Booking.com, Expedia, Agoda, Vrbo, Airbnb and others) is charging, and to pull a three-month daily price calendar for a single property. All results come back as JSON using a user-supplied Apify token, with no Google account or local scraping required.

Enables users to search Google Maps or look up known place IDs and URLs, returning structured rows with contact details, address, coordinates, categories, ratings, reviews, hours, and attributes. Runs the scraping job through Apify and returns the resulting dataset.

Google News search for AI assistants: articles by keyword, date range, country or topic, with real publisher URLs and optional full article text. Powered by an Apify Actor.

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.

Enables users to perform Google Custom Search queries through the Model Context Protocol. Requires Google API credentials and Custom Search Engine configuration for web search functionality.

Enables Claude Code and Cursor to fetch live trending-search, interest-over-time, and related-query data and attach it to prompts for context-aware answers.

Enables MCP clients to search flight prices, stops, durations, cheapest dates within a range, compare nearby airports, and retrieve booking deep links.

Enables LLMs to read and manage a buyer's Ozon account data, including orders, purchase history, cart, favorites, product cards, and catalog search, using an authenticated session over the internal composer-api.

An MCP server that gives local LLMs access to Google search, live feeds, YouTube transcriptions, OCR, and more — all without API keys, using headless Chromium and open-source models.