Connect-MCP

Semscraper

com.semscraper/semscraper · v1.0.0

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

MCPremoteAPI keyWeb search & scrapingMaps & locationAnalytics & marketing

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 8 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 88/100

What it does: 8 tools · 6 read, 2 write · Web search & scraping, Maps & location, Analytics & marketing

Test call list_google_versions: needs a key: tool error: Missing Semscraper API key. Add ?key=YOUR_KEY to the connector URL, or an Authorization: Bearer header. (1,027 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://mcp.semscraper.com/mcp

Tools

8 tools listed at last check
  • 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 (
  • 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, l
  • get_serp_results 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_sources 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 Overvi
  • list_searches 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. U
  • get_balance Returns the balance of the Semscraper account, in euros. Free.
  • list_google_versions 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_status 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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