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CleanData-Labs/README.md

CleanData Labs

Clean, LLM-ready data and simple API alternatives. Every tool runs on Apify with pay-per-result pricing (failed and empty results are not charged), and four of them are also remote MCP servers that work in any MCP client.

Tool What it replaces Code and MCP setup
Google Trends Scraper & API The archived pytrends library google-trends-explorer-mcp
Google Ads Transparency Scraper Manually copying ads from the Ads Transparency Center google-ads-transparency-explorer-mcp
Long-Tail Keyword Finder Hand-collecting Google Autocomplete ideas seo-keyword-research-for-agents-mcp
Website & URL to Markdown Hand-written HTML clean-up scripts url-to-markdown-mcp
PDF to Markdown Running your own PDF parser (text PDFs, no OCR) Apify page
Google Custom Search API Alternative The Custom Search JSON API (closing for existing customers on 1 Jan 2027) Apify page

Support: open an issue in the relevant repo or on the Actor's Issues tab on Apify, or email [email protected]. Tutorials: dev.to/cleandatalab

Independent tools. Not affiliated with or endorsed by Google.

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  1. google-ads-transparency-explorer-mcp google-ads-transparency-explorer-mcp Public

    Competitor ads from Google Ads Transparency Center as a remote MCP tool (Claude, Cursor, VS Code) and via the Apify API: ads by brand, domain or advertiser, ad text, YouTube video IDs, EU reach. Py…

  2. google-trends-explorer-mcp google-trends-explorer-mcp Public

    Google Trends as a remote MCP tool for AI agents (Claude, Cursor, VS Code) and via the Apify API: interest over time, by region, rising queries, Trending Now. No API key. Examples in Python and Node.

  3. seo-keyword-research-for-agents-mcp seo-keyword-research-for-agents-mcp Public

    Keyword research as a remote MCP tool for AI agents (Claude, Cursor, VS Code) and via the Apify API: Google Autocomplete ideas and questions plus Google Trends interest and rising queries. No API k…

  4. url-to-markdown-mcp url-to-markdown-mcp Public

    Web pages and PDFs to clean, LLM-ready Markdown as a remote MCP tool (Claude, Cursor, VS Code) and via the Apify API. Token counts, small crawls, sitemaps, RAG chunks, respects robots.txt. Python a…