SE

Semscraper

com.semscraper/semscraper

Real Google and Google Maps SERPs for AI assistants: pixel positions, AI Overviews and sources.

Yes, your AI can use this right now.Answered a live MCP handshake in 880 ms with no sign-in needed and exposes 8 tools.

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Settings → Connectors → Add custom connector
URL: https://mcp.semscraper.com/mcp

8 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
google_search

Collects the real Google results page (SERP) for one or more keywords, rendered in a real browser, and returns every block (organic results, ads, local pack, People Also Ask, AI Overview with its citations and sources...) with, for each item, its rank in its block (rank_type), its rank on the page (rank_serp), its Google page and its pixel position. Use it to know what Google actually shows for a

google_maps

Collects the listings of a Google Maps search for one or more keywords, in the order Google Maps shows them, from a given place. Each listing comes with its rank, name (title), CID, category (type), address, website, rating, review count, opening status and the snippet shown. Use it for local SEO, local competition and market research. Paid from the account balance, same price as google_search. Re

get_serp_resultsread-only

Returns searches already created (google_search or google_maps), by their IDs (serp_...), e.g. the pending_ids of a previous call. Free: the searches were paid when created.

ai_overview_sourcesread-only

Computes, on the server, which domains Google cites in the AI Overviews of searches already created (google_search IDs): for each domain, the number of keywords where it is cited, the number of mentions, the keywords and its best position on the page. Also returns how many searches have an AI Overview. Free. Best tool to answer "which sites does Google cite in its AI Overviews on these keywords":

list_searchesread-only

Lists the searches of the account, most recent first (ID, engine, keyword, device, location, language, depth, geolocation, status, whether the results were already fetched, cost, creation date), without their results. Free. Covers every search made with the account, through this server or the API. Use it to find IDs (e.g. "the last 10 searches", "today's searches"), and whenever a google_search or

get_balanceread-only

Returns the balance of the Semscraper account, in euros. Free.

list_google_versionsread-only

Lists the supported Google versions as location / language pairs (186 Google domains, 117 languages), to pick valid location and language values. Free. Filter with a country domain, a code or a language name to keep the answer short.

get_queue_statusread-only

Returns how many searches of the account are pending, processing or done. Free. The account has its own queue: the robots serve accounts in turn, so a large batch flows through gradually.

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