Google SERP as JSON: organic, AI Overview, People Also Ask, AI Mode, news, shopping. No Cloud setup.
Scored across 10 tools
Most tools map to distinct Google verticals (news, shopping, events, short videos), but two pairs genuinely overlap: serp_getSearchResults vs serp_light_getSearchResults both 'Get Google Search Results', and ai_mode_getAiModeResponse vs ai_overview_getAiOverviewResponse both return AI answers. The product/shopping/immersive_product trio also requires reading token-chaining details to tell apart. Descriptions do disambiguate, but selection still demands careful reading.
Names follow a readable prefix_vertical_action pattern (hasdata_google_serp_news_getGoogleNews), but action verbs and casing are inconsistent—getSearchResults, getGoogleNews, getEventInformation, and three identical getSearchResults suffixes across verticals. The mangled getImmersive_e29f691177 suffix breaks the convention entirely.
Ten tools is well within a reasonable range and covers distinct Google result types. The only slight bloat is the parallel full/light SERP tools, which could arguably be one parameterized tool, but overall each endpoint corresponds to a real capability.
The surface covers web SERP, light SERP, news, shopping, product detail, immersive product, short videos, events, and both AI answer modes, with clean token-based chaining from search to detail. Minor gaps remain—no dedicated local/places details, jobs, or image/video vertical endpoints, though several are reachable via tbm on the full SERP tool.
Get AI Mode SERP Results
Captures Gemini-powered AI Mode answers from Google Search. Returns the conversational response text, cited source links, subtopic breakdowns, and, when continuable is set, a subsequentRequestToken for multi-turn continuation. Use for next-gen search interfaces, AI-answer monitoring, citation tracking, content research agents, building question-answering pipelines grounded in live Google results, and person/company data enrichment — e.g. asking Who is the CEO of HasData?, What is Roman Milyushkevich's LinkedIn?, HasData founder email, HasData Instagram handle to get a synthesized answer plus source URLs in one call, ideal for lead enrichment, sales research, people search, and filling in contact/attribute gaps for CRM records.
Inputs: q (required), gl, hl, uule, +3 more.
Get AI Overview Results
Fetches the lazy-loaded Google AI Overview block via a pageToken returned by the Google SERP API (token valid for 1 minute). Returns the AI-generated answer text, referenced source URLs, and expanded subtopic sections. Use as a follow-up call to Google SERP for tracking AI citations in SEO, fact-checking answers against sources, and LLM retrieval pipelines grounded in live Google results.
Inputs: pageToken (required).
Get Google Event Details
Looks up a single Google event by the pageToken returned in a google/serp response's eventsResults array (or the ready-to-call hasdataLink next to it). Returns the venue name/rating/reviews/website/phone, a map link, a description, ticket sources (with official/unofficial flags), and the primary ticket link — details the SERP events widget does not show inline. The pageToken expires a few minutes after it is minted, so fetch it and call this endpoint promptly. Use to enrich an events search result with full venue and ticketing information.
Inputs: pageToken (required).
Get Immersive Product Information
Expands the Google Shopping Immersive Product pop-up given an immersiveProductPageToken from the Google Shopping API, with optional moreStores (up to ~13 merchants instead of 3–5) and nextPageToken for paginating stores. Returns multi-store offers (merchant, price, shipping, URL), product specs, images, ratings, and the storesNextPageToken. Use for price-comparison bots, merchant discovery, dropshipping research, and aggregating full offer lists per product.
Inputs: pageToken (required), moreStores, nextPageToken.
Get Google News Results
Retrieves Google News results by free-text query, topicToken (World, Business, Technology, etc.), sectionToken, publicationToken (e.g. CNN, BBC), or storyToken (full-coverage cluster with sort by relevance/date). Returns article title, snippet, source publisher, published date, thumbnail, and URL, plus tokens for navigating topics, sub-sections, and story clusters. Use for news monitoring, brand/PR tracking, topical aggregators, publisher-specific feeds, and drilling into full story coverage.
Inputs: q, gl, hl, so, +4 more.
Get Product Information
Pulls detailed product data from Google Shopping by productId with searchType (offers, specs, reviews) and rich filters (free shipping, used-condition, sort by price/total price/deals/seller rating, reviews count). Returns product title, images, price, ratings, specs, merchant offers (seller, shipping, condition, total price), and review text depending on searchType. Use for price intelligence, catalog enrichment, review mining, competitor spec comparison, and building shopping assistants that surface the cheapest or highest-rated offer.
Inputs: productId (required), gl, hl, uule, +5 more.
Get Google Search Results
Full-featured Google Search scraper with location/uule, country (gl), language (hl, lr), domain, device type, safesearch, time/date filters via tbs (qdr, cdr), and tbm vertical selection (images, videos, news, shopping, local), plus offset/num pagination (num capped at 10 without tbm). Returns organic results (title, link, snippet, position), ads, knowledge graph, related searches, People Also Ask, local pack, featured snippets, AI Overview pageToken, and rich SERP features. Use for SEO rank tracking, keyword research, SERP-feature monitoring, competitor analysis, grounding LLMs with fresh location-aware search data, and especially for person/company data enrichment — e.g. finding a person's LinkedIn/Instagram/Twitter profile (Roman Milyushkevich LinkedIn, HasData Instagram), a company's CEO/founder/leadership (HasData CEO, HasData founder), contact emails (Roman Milyushkevich HasData email), phone numbers, GitHub profiles, press mentions, or any public attribute of a person or business by running a targeted query and parsing the top organic results.
Inputs: q (required), gl, hl, lr, +18 more.
Get Google Light Search Results
Google Search scraper served from the lightweight no-JS layout, cheaper and faster than the full SERP API. Returns organic results (title, link, displayed link, snippet, sitelinks, extensions, date, rating and review count), AI Overview with its text blocks and source references, answer box (featured snippet, calculator, unit and currency conversion, local time), knowledge graph, related questions, related searches, inline images, local pack, search filters, pagination, spelling correction and the location Google actually applied. Shopping, top stories, news, videos and jobs blocks are not served in this layout. Supports location/uule, country (gl), language (hl/lr), domain, safesearch, and time/date filters via tbs (qdr, cdr) with offset/num pagination (num capped at 10). Use for high-volume keyword monitoring, bulk rank tracking, backlink discovery, and AI Overview presence tracking.
Inputs: q (required), gl, hl, lr, +8 more.
Get Shopping Search Results
Scrapes Google Shopping listings for a query with location/uule, country/language/domain, time/date filters, device type, shoprs filter-helper IDs, and offset pagination. Returns product title, price, merchant/source, rating, reviews count, thumbnail, product link, productId, immersiveProductPageToken, and filter chips with hasdata_link for refining by brand/price/condition/promotions. Use for e-commerce price tracking, catalog building, promotion discovery, and feeding productIds into the Product API or tokens into the Immersive Product API for deeper data.
Inputs: q (required), gl, hl, tbs, +6 more.
Get Short Videos Search Results
Scrapes the Google Short Videos carousel (TikTok, YouTube Shorts, Instagram Reels, etc.) for a query with location/uule, country (gl/cr), language (hl/lr), device type, and page-based pagination. Supports Google's advanced filters (tbs). Returns video title, thumbnail, duration, source platform, channel/creator, direct video URL, the platform's video ID and profile handle, and ready-to-call HasData API links (hasdataLinks) for the video's comments, transcript, profile, posts or channel. Use for short-form content discovery, viral-trend monitoring, influencer research, cross-platform video aggregation, and sourcing short clips to summarize or embed in LLM responses.
Inputs: q (required), cr, gl, hl, +6 more.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
Google, Bing and Brave search results as structured JSON — web, maps, news, shopping, images, jobs…
Structured Google search, news, and local results at scale - organic results, news, and local packs
Google SERP API MCP: live Google, Bing, AI Overview and Google Maps results as JSON. Pay per call.
Live organic search results from Google, Bing, DuckDuckGo, Yahoo, Brave and Yandex as JSON.
Add one secure layer between your agents and this server.
