automationnation-mcp
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AlicenseAqualityBmaintenance19 public-data tools for AI agents: Google SERP with full AI Overviews, Google AI Mode, Southeast Asia + global news mentions, Google Maps, Jobs, Trends, Ads Transparency, website contacts, YouTube, TikTok and more. Each tool runs a pay-per-result Apify actor on your own Apify token, with a per-call spending cap.20702 npmMIT
HasData MCP Serverofficial
AlicenseAqualityAmaintenanceDirect access to 40+ scraping and search tools. Extract structured data from Google (Search, Maps, Trends), Amazon, Airbnb, Social Media, and any web page directly into your AI agent.6321MIT- AlicenseAqualityAmaintenance21 web-data tools for AI agents: jobs, hiring signals, news, research and field trends, reviews, Reddit leads, contacts, property, Shopify, events.44329 npm1MIT
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honestkit-mcpofficial
AlicenseNot gradedqualityBmaintenanceEnables AI agents to access fourteen web-data tools for scraping, SEO and site auditing, extraction, validation, enrichment, and screenshots through Apify actors. It runs those tools on the user's own Apify account via an API token.MIT- AlicenseNot gradedqualityCmaintenanceEnables AI agents to search and retrieve government contracts, job postings, LinkedIn profiles, YC startups, contact details, tech stacks, PDF text, and Google Trends through 13 integrated tools. It returns compact JSON, handles long-running queries with progress and run results paging, and runs the underlying scrapers on the user's Apify account.MIT
TDQS
Scored across 18 tools
Most tools target a clearly distinct source and output (flights, hotels, jobs, images, videos, transcripts, ads), and descriptions do a good job separating them. However, three near-duplicate pairs require careful reading: get_app_reviews vs analyze_app_reviews, find_local_businesses vs find_uk_business_leads (UK superset), and check_ai_overview_citations vs check_ai_visibility.
All 18 names use consistent snake_case verb_noun form (search_flights, get_google_trends, find_local_businesses, check_ai_visibility). Verbs vary (search/get/find/check/analyze) but always lead with an action and describe the object, with get_run_results as a sensible utility name.
18 tools is slightly heavy but each maps to a distinct data source or action, so none feels redundant filler. It sits at the upper end of the comfortable 3-15 range without being bloated.
As a multi-source scraping/AI-visibility suite it covers flights, hotels, shopping, news, images, videos, jobs, trends, leads, ads, reviews and async retrieval via get_run_results, so most workflows have a path forward. A generic web-search scraper is the main gap, but it's largely mitigated by the news/images/videos/AI-overview tools.