apify-ultimate-scraper

---
name: apify-ultimate-scraper
description: "AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task."
risk: unknown
source: community
---

# 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:

```bash
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:

```bash
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
2. **Number of results**: Based on character of use case

### Step 4: Run the Script

**Quick answer (display in chat, no file):**
```bash
node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT'
```

**CSV:**
```bash
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:**
```bash
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.