dev.cloro/cloro

repo:https://github.com/cloro-dev/mcp-server

Scrape AI answer engines and Google Search/News with country and state-level geo-targeting.

transport:: remote
credential class:: gated
repo:: https://github.com/cloro-dev/mcp-server

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Tools

list_countries
List the ISO 3166-1 alpha-2 country codes supported for geo-targeting. Pass a model to get the codes available for that specific engine (some engines block certain countries).
shallow
list_states
List the state codes available for state-level geo-targeting in a country (used as the "state" parameter on the scrape tools). Only countries with state-level targeting are accepted.
shallow
scrape_chatgpt
Submit a prompt to ChatGPT from a chosen country (and optionally US state) and return the full answer: text, cited sources, and optionally markdown, search queries, shopping results, and ads. Use this to see how ChatGPT answers a prompt and which brands/sources it mentions.
shallow
scrape_copilot
Submit a prompt to Microsoft Copilot from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Microsoft Copilot answers a prompt and which brands/sources it mentions.
shallow
scrape_gemini
Submit a prompt to Google Gemini from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Google Gemini answers a prompt and which brands/sources it mentions.
shallow
scrape_google
Run a Google search from a chosen country and return organic results, with optional AI Overview extraction (include.aioverview) and People-Also-Ask AI answers (include.paaAioverview). Two modes: structured (query + country, with optional location/uule/pages) or url (a complete google.com/search URL that owns query, location, and pagination). Supports desktop, mobile, iOS, and Android emulation and multi-page results.
shallow
scrape_google_ai_mode
Submit a prompt to Google AI Mode from a chosen country and return the AI answer with cited sources. Supports location or UULE targeting and desktop/mobile emulation.
shallow
scrape_google_news
Run a Google News search from a chosen country and return news results. Supports desktop, mobile, iOS, and Android emulation and multi-page results.
shallow
scrape_grok
Submit a prompt to Grok (xAI) from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Grok (xAI) answers a prompt and which brands/sources it mentions.
shallow
scrape_perplexity
Submit a prompt to Perplexity from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Perplexity answers a prompt and which brands/sources it mentions.
shallow

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