Data Pipelinesby George Kioko Find a scraper

WEB DATA. READY TO WORK.

Less collecting.
More doing.

Get the web data your business needs. Ready to run scrapers for leads, market research, and content. Built by George Kioko, available on Apify.

Find a scraper Create an Apify account

I may earn a commission when you sign up through my Apify links.

WEB SOURCESSCRAPERSTRUCTURED DATA
Built by George. Used on Apify. Updated Loading…
Loading…public scrapers
Loading…users across actors
Loading…monthly users across actors
Loading…successful runs · 30 days

Find your next scraper

Choose a source, see what it does, and run it on Apify. No code needed to get started.

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Need a different source? Explore the Apify Store

A SHORT PATH TO USEFUL DATA

From a link to your next dataset.

  1. 01

    Choose your scraper

    Find the source you need above. Open its Apify page to check the inputs, output, and price.

  2. 02

    Make your first run

    Create an Apify account, enter your URLs or search terms, and start a small run in the console.

  3. 03

    Put the data to work

    Export your results, connect them to your tools, or schedule the next run when you need fresh data.

Create an Apify account Understand Apify pricing

Costs depend on the scraper and your usage. Review the actor’s pricing before running it.

THE BLOG

Notes from building with web data.

Practical guides from George Kioko on DEV Community.

All posts on DEV

George Kioko · Nairobi, Kenya · @the_aientrepreneur_7ae85

Connect it to your workflow

Sample inputs from published actor schemas. Review required fields on Apify, edit the JSON, and copy a call for your application.

input 

          

        

      

    


    
    

      

        

          
For developers and AI builders

          

            Use Apify’s API, schedules, and MCP integration to bring web data into your existing tools.
          

        




        

          
Wire them into your agent

          

            Use actors as MCP tools. Point your agent at mcp.apify.com, authenticate with your token, and select the actors you want to use. Append ?actors=george.the.developer/<slug> to preload a specific actor. Grab the slug from any catalog row.
          

        


        

          

            

              Claude Code
              terminal
            

            
claude mcp add apify -t http https://mcp.apify.com \
  -H "Authorization: Bearer $APIFY_TOKEN"

          


          

            

              Cursor
              .cursor/mcp.json
            

            
{ "mcpServers": { "apify": {
    "url": "https://mcp.apify.com",
    "headers": { "Authorization": "Bearer YOUR_TOKEN" } } } }

          


          

            

              Codex CLI
              ~/.codex/config.toml
            

            
[mcp_servers.apify]
command = "npx"
args = ["-y", "mcp-remote", "https://mcp.apify.com",
        "--header", "Authorization: Bearer YOUR_TOKEN"]

          


          

            

              Anything else
              ChatGPT, Windsurf, VS Code…
            

            
# any MCP-capable client, one URL:
https://mcp.apify.com?actors=george.the.developer/<slug>
# discovery tools included, agents can find actors themselves

          

        


        

          
            Running actors 
            console, inputs, datasets
          
          
            API reference 
            REST endpoints & clients
          
          
            Schedules 
            cron your pipelines
          
          
            MCP server 
            actors as LLM tools
          
        

      

    


    
    
    

      

        

          
Need one that doesn't exist yet?

          

            If none of the 79 above fits, describe the source and what you need out of it.
            Tell me the source, fields, and frequency so I can scope the work.
          

        


        

          
          
            Fastest
            Book a call
            Fifteen minutes. Bring the site you want scraped and we scope it live.
            Open calendar 
          

          
          

            Or send details
            Tell me what you need

            

              

                
                
              


              

              

              
              

              
              

            

          

        


        

          
direct contact

          

            main site 
            apify profile 
            github 
            email