Apify Ultimate Scraper

Universal Web Scraper

AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task.

When to Use

• The user needs web data extraction but has not yet chosen a specific Apify Actor.
• You need a general-purpose Apify entry point that maps a broad scraping goal to the most suitable Actor.
• The task spans multiple platforms and benefits from one unified workflow for actor selection, execution, and summarization.

Prerequisites

(No need to check it upfront)

• .env file with APIFY_TOKEN
• Node.js 20.6+ (for native --env-file support)
• mcpc CLI tool: npm install -g @apify/mcpc

Workflow

Copy this checklist and track progress:

Task Progress:
- [ ] Step 1: Understand user goal and select Actor
- [ ] Step 2: Fetch Actor schema via mcpc
- [ ] Step 3: Ask user preferences (format, filename)
- [ ] Step 4: Run the scraper script
- [ ] Step 5: Summarize results and offer follow-ups

Step 1: Understand User Goal and Select Actor

First, understand what the user wants to achieve. Then select the best Actor from the options below.

Instagram Actors (12)

| Actor ID | Best For | |----------|----------| | apify/instagram-profile-scraper | Profile data, follower counts, bio info | | apify/instagram-post-scraper | Individual post details, engagement metrics | | apify/instagram-comment-scraper | Comment extraction, sentiment analysis | | apify/instagram-hashtag-scraper | Hashtag content, trending topics | | apify/instagram-hashtag-stats | Hashtag performance metrics | | apify/instagram-reel-scraper | Reels content and metrics | | apify/instagram-search-scraper | Search users, places, hashtags | | apify/instagram-tagged-scraper | Posts tagged with specific accounts | | apify/instagram-followers-count-scraper | Follower count tracking | | apify/instagram-scraper | Comprehensive Instagram data | | apify/instagram-api-scraper | API-based Instagram access | | apify/export-instagram-comments-posts | Bulk comment/post export |

Facebook Actors (14)

| Actor ID | Best For | |----------|----------| | apify/facebook-pages-scraper | Page data, metrics, contact info | | apify/facebook-page-contact-information | Emails, phones, addresses from pages | | apify/facebook-posts-scraper | Post content and engagement | | apify/facebook-comments-scraper | Comment extraction | | apify/facebook-likes-scraper | Reaction analysis | | apify/facebook-reviews-scraper | Page reviews | | apify/facebook-groups-scraper | Group content and members | | apify/facebook-events-scraper | Event data | | apify/facebook-ads-scraper | Ad creative and targeting | | apify/facebook-search-scraper | Search results | | apify/facebook-reels-scraper | Reels content | | apify/facebook-photos-scraper | Photo extraction | | apify/facebook-marketplace-scraper | Marketplace listings | | apify/facebook-followers-following-scraper | Follower/following lists |

TikTok Actors (14)

| Actor ID | Best For | |----------|----------| | clockworks/tiktok-scraper | Comprehensive TikTok data | | clockworks/free-tiktok-scraper | Free TikTok extraction | | clockworks/tiktok-profile-scraper | Profile data | | clockworks/tiktok-video-scraper | Video details and metrics | | clockworks/tiktok-comments-scraper | Comment extraction | | clockworks/tiktok-followers-scraper | Follower lists | | clockworks/tiktok-user-search-scraper | Find users by keywords | | clockworks/tiktok-hashtag-scraper | Hashtag content | | clockworks/tiktok-sound-scraper | Trending sounds | | clockworks/tiktok-ads-scraper | Ad content | | clockworks/tiktok-discover-scraper | Discover page content | | clockworks/tiktok-explore-scraper | Explore content | | clockworks/tiktok-trends-scraper | Trending content | | clockworks/tiktok-live-scraper | Live stream data |

YouTube Actors (5)

| Actor ID | Best For | |----------|----------| | streamers/youtube-scraper | Video data and metrics | | streamers/youtube-channel-scraper | Channel information | | streamers/youtube-comments-scraper | Comment extraction | | streamers/youtube-shorts-scraper | Shorts content | | streamers/youtube-video-scraper-by-hashtag | Videos by hashtag |

Google Maps Actors (4)

| Actor ID | Best For | |----------|----------| | compass/crawler-google-places | Business listings, ratings, contact info | | compass/google-maps-extractor | Detailed business data | | compass/Google-Maps-Reviews-Scraper | Review extraction | | poidata/google-maps-email-extractor | Email discovery from listings |

Other Actors (6)

| Actor ID | Best For | |----------|----------| | apify/google-search-scraper | Google search results | | apify/google-trends-scraper | Google Trends data | | voyager/booking-scraper | Booking.com hotel data | | voyager/booking-reviews-scraper | Booking.com reviews | | maxcopell/tripadvisor-reviews | TripAdvisor reviews | | vdrmota/contact-info-scraper | Contact enrichment from URLs |

---

Actor Selection by Use Case

| Use Case | Primary Actors | |----------|---------------| | Lead Generation | compass/crawler-google-places, poidata/google-maps-email-extractor, vdrmota/contact-info-scraper | | Influencer Discovery | apify/instagram-profile-scraper, clockworks/tiktok-profile-scraper, streamers/youtube-channel-scraper | | Brand Monitoring | apify/instagram-tagged-scraper, apify/instagram-hashtag-scraper, compass/Google-Maps-Reviews-Scraper | | Competitor Analysis | apify/facebook-pages-scraper, apify/facebook-ads-scraper, apify/instagram-profile-scraper | | Content Analytics | apify/instagram-post-scraper, clockworks/tiktok-scraper, streamers/youtube-scraper | | Trend Research | apify/google-trends-scraper, clockworks/tiktok-trends-scraper, apify/instagram-hashtag-stats | | Review Analysis | compass/Google-Maps-Reviews-Scraper, voyager/booking-reviews-scraper, maxcopell/tripadvisor-reviews | | Audience Analysis | apify/instagram-followers-count-scraper, clockworks/tiktok-followers-scraper, apify/facebook-followers-following-scraper |

---

Multi-Actor Workflows

For complex tasks, chain multiple Actors:

| Workflow | Step 1 | Step 2 | |----------|--------|--------| | Lead enrichment | compass/crawler-google-places → | vdrmota/contact-info-scraper | | Influencer vetting | apify/instagram-profile-scraper → | apify/instagram-comment-scraper | | Competitor deep-dive | apify/facebook-pages-scraper → | apify/facebook-posts-scraper | | Local business analysis | compass/crawler-google-places → | compass/Google-Maps-Reviews-Scraper |

Can't Find a Suitable Actor?

If none of the Actors above match the user's request, search the Apify Store directly:

export $(grep APIFY_TOKEN .env | xargs) && mcpc --json mcp.apify.com --header "Authorization: Bearer $APIFY_TOKEN" tools-call search-actors keywords:="SEARCH_KEYWORDS" limit:=10 offset:=0 category:="" | jq -r '.content[0].text'

Replace SEARCH_KEYWORDS with 1-3 simple terms (e.g., "LinkedIn profiles", "Amazon products", "Twitter").

Step 2: Fetch Actor Schema

Fetch the Actor's input schema and details dynamically using mcpc:

export $(grep APIFY_TOKEN .env | xargs) && mcpc --json mcp.apify.com --header "Authorization: Bearer $APIFY_TOKEN" tools-call fetch-actor-details actor:="ACTOR_ID" | jq -r ".content"

Replace ACTOR_ID with the selected Actor (e.g., compass/crawler-google-places).

This returns:

• Actor description and README
• Required and optional input parameters
• Output fields (if available)

Step 3: Ask User Preferences

Before running, ask:

1. Output format:

• Quick answer - Display top few results in chat (no file saved)
• CSV - Full export with all fields
• JSON - Full export in JSON format

1. Number of results: Based on character of use case

Step 4: Run the Script

Quick answer (display in chat, no file):

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT'

CSV:

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT' \
  --output YYYY-MM-DD_OUTPUT_FILE.csv \
  --format csv

JSON:

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT' \
  --output YYYY-MM-DD_OUTPUT_FILE.json \
  --format json

Step 5: Summarize Results and Offer Follow-ups

After completion, report:

• Number of results found
• File location and name
• Key fields available
• Suggested follow-up workflows based on results:

| If User Got | Suggest Next | |-------------|--------------| | Business listings | Enrich with vdrmota/contact-info-scraper or get reviews | | Influencer profiles | Analyze engagement with comment scrapers | | Competitor pages | Deep-dive with post/ad scrapers | | Trend data | Validate with platform-specific hashtag scrapers |

Error Handling

APIFY_TOKEN not found - Ask user to create .env with APIFY_TOKEN=your_token mcpc not found - Ask user to install npm install -g @apify/mcpc Actor not found - Check Actor ID spelling Run FAILED - Ask user to check Apify console link in error output Timeout - Reduce input size or increase --timeout

Limitations

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: tmolavi
• Source: tmolavi/mcp-agent-skills-hub
• License: MIT
• Homepage: https://molavi.pro

Install and usage instructions live in the source repository linked above.