Cloro delivers real-time SEO and AI search intelligence by extracting structured results from Google Search, Google News, ChatGPT, Perplexity, Gemini, Copilot, and Google AI Mode. Analyze search rankings, inspect AI-generated answers and citations, monitor brand visibility, and compare results across countries and regions.
The fastmcp library is a Python client for MCP servers. Use it to call MewCP tools from your own scripts and services.
This guide connects Cloro MCP to Python through MewCP, so Python can use Cloro MCP's 10 tools, like scrape_chatgpt, scrape_gemini and scrape_copilot, without your Cloro MCP credentials ever reaching the app.
Cloro MCP signs in through managed OAuth. MewCP stores the token encrypted, refreshes it before it expires and injects it only at call time. Your agent never holds it, so it can never leak it.
More apps
Crawl websites and extract clean structured data optimized for AI applications and automation. Collect content from the web at scale while maintaining high-quality outputs.
Extract structured data from websites and public web pages. Fetch content, parse information and transform online data into formats that can be consumed by applications, agents and workflows.
TinyFish MCP for running AI-driven browser automation tasks, deep web research, persistent browser login profiles, remote CDP browser sessions, and agentic wallet payments.
Manage your Google Business Profile, business information and customer engagement. Update listings, publish content, monitor reviews and maintain your local presence across Google services.
Other clients
Cloro MCP works the same way in every client below. Pick yours for its own guide.
Free to start.
Scope access to the exact Cloro MCP tools and accounts you allow, work and personal side by side. Anything outside that scope is refused at call time, even when the model asks for it.
Each call is logged: what ran, on which account, and whether it worked. Failures come back structured, so the agent knows whether to retry instead of guessing.
Every app sits behind one secure MCP URL, and there is no server for you to deploy or keep running. Add an integration in the dashboard and it is live on the next call, with no config to change and no new credentials to wire up. Tools load only when a task needs them, so your agent stays fast and focused however many apps you connect.
SDK clients sign in with an API key. Create one in your dashboard and replace API_KEY in the code below.
SDK clients run without a browser, so they sign in with your API key.
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.
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.
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.
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.
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.
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.
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.
Run a Google News search from a chosen country and return news results. Supports desktop, mobile, iOS, and Android emulation and multi-page results.
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).
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.
