{"id":"219b369c-4ddc-4c63-b668-7e9c4223b259","entityType":"agent","slug":"clawhub-apify-apify-ultimate-scraper","name":"Apify Ultimate Scraper","canonicalUrl":"https://www.xpersona.co/agent/clawhub-apify-apify-ultimate-scraper","canonicalPath":"/agent/clawhub-apify-apify-ultimate-scraper","generatedAt":"2026-10-09T14:53:32.663Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T07:27:57.146Z","emptyReason":null},"description":"Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task. Skill: Apify Ultimate Scraper Owner: apify Summary: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task. Tags: latest:1.0.1 V","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 3.6K downloads reported by the source. Last updated 10/9/2026.","installCommand":"clawhub skill install s174w1ppwv0s2ctmh48s73zb5n8714tj:apify-ultimate-scraper","sourceUrl":"https://clawhub.ai/apify/apify-ultimate-scraper","homepage":"https://clawhub.ai/apify/skills/apify-ultimate-scraper","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/apify/apify-ultimate-scraper","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/apify/skills/apify-ultimate-scraper","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":71,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T07:27:57.146Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-09T07:27:57.146Z","emptyReason":null},"stars":null,"forks":null,"downloads":3611,"packageName":null,"latestVersion":"1.0.1","tractionLabel":"3.6K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-09T07:27:57.146Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T07:27:57.146Z","lastCrawledAt":"2026-10-09T07:27:57.146Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-10T07:27:57.146Z","lastVerifiedAt":null,"highlights":[{"version":"1.0.1","createdAt":"2026-02-11T15:27:57.927Z","changelog":"- Updated CLI dependency from `mcporter` to the new `mcpc` tool for all workflows. - Changed the required Node.js package from `mcporter` to `@apify/mcpc`. - All task and workflow commands now reference `mcpc` instead of `mcporter`. - No changes to scraping logic or available Actors; functionality remains the same.","fileCount":4,"zipByteSize":10012},{"version":"1.0.0","createdAt":"2026-02-11T13:32:49.637Z","changelog":"Initial public release — universal AI-powered web scraping skill for 55+ platforms. - Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. - Automatically selects the best Apify Actor for any data extraction use case. - Supports lead generation, influencer discovery, brand monitoring, competitor analysis, review analysis, trend research, and more. - Provides a step-by-step workflow, strict input validation, and clear multi-actor workflow examples. - Easily extensible: fallback to search for additional actors in Apify Store if needed.","fileCount":3,"zipByteSize":8509}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install s174w1ppwv0s2ctmh48s73zb5n8714tj:apify-ultimate-scraper","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-ultimate-scraper/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-ultimate-scraper/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-ultimate-scraper/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-ultimate-scraper/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-ultimate-scraper/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-ultimate-scraper/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-09T14:53:32.662Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-ultimate-scraper/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-ultimate-scraper/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-ultimate-scraper/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-ultimate-scraper/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-09T07:27:57.146Z","emptyReason":null},"readme":"Skill: Apify Ultimate Scraper\n\nOwner: apify\n\nSummary: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task.\n\nTags: latest:1.0.1\n\nVersion history:\n\nv1.0.1 | 2026-02-11T15:27:57.927Z | user\n\n- Updated CLI dependency from `mcporter` to the new `mcpc` tool for all workflows.\n- Changed the required Node.js package from `mcporter` to `@apify/mcpc`.\n- All task and workflow commands now reference `mcpc` instead of `mcporter`.\n- No changes to scraping logic or available Actors; functionality remains the same.\n\nv1.0.0 | 2026-02-11T13:32:49.637Z | user\n\nInitial public release — universal AI-powered web scraping skill for 55+ platforms.\n\n- Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor.\n- Automatically selects the best Apify Actor for any data extraction use case.\n- Supports lead generation, influencer discovery, brand monitoring, competitor analysis, review analysis, trend research, and more.\n- Provides a step-by-step workflow, strict input validation, and clear multi-actor workflow examples.\n- Easily extensible: fallback to search for additional actors in Apify Store if needed.\n\nArchive index:\n\nArchive v1.0.1: 4 files, 10012 bytes\n\nFiles: reference/scripts/run_actor.js (13792b), skill-card.md (2767b), SKILL.md (11256b), _meta.json (141b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: apify-ultimate-scraper\ndescription: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task.\nversion: 1.0.8\nsource: https://github.com/apify/agent-skills\nhomepage: https://apify.com\nmetadata:\n  openclaw:\n    requires:\n      env:\n        - APIFY_TOKEN\n      bins:\n        - node\n        - mcpc\n    primaryEnv: APIFY_TOKEN\n    install:\n      - kind: node\n        package: \"@apify/mcpc\"\n        bins: [mcpc]\n---\n\n# Universal Web Scraper\n\nAI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task.\n\n## Prerequisites\n\n- `APIFY_TOKEN` configured in OpenClaw settings\n- Node.js 20.6+\n- `mcpc` CLI (auto-installed via skill metadata)\n\n## Input Sanitization Rules\n\nBefore substituting any value into a bash command:\n- **ACTOR_ID**: Must be either a technical name (`owner/actor-name` — alphanumeric, hyphens, dots, one slash) or a raw ID (exactly 17 alphanumeric characters, e.g., `oeiQgfg5fsmIJB7Cn`). Reject values containing shell metacharacters (`` ; | & $ ` ( ) { } < > ! \\n ``).\n- **SEARCH_KEYWORDS**: Plain text words only. Reject shell metacharacters.\n- **JSON_INPUT**: Must be valid JSON. Must not contain single quotes (use escaped double quotes). Validate structure before use.\n- **Output filenames**: Must match `YYYY-MM-DD_descriptive-name.{csv,json}`. No path separators (`/`, `..`), no spaces, no metacharacters.\n\n## Workflow\n\nCopy this checklist and track progress:\n\n```\nTask Progress:\n- [ ] Step 1: Understand user goal and select Actor\n- [ ] Step 2: Fetch Actor schema via mcpc\n- [ ] Step 3: Ask user preferences (format, filename)\n- [ ] Step 4: Run the scraper script\n- [ ] Step 5: Summarize results and offer follow-ups\n```\n\n### Step 1: Understand User Goal and Select Actor\n\nFirst, understand what the user wants to achieve. Then select the best Actor from the options below.\n\n#### Instagram Actors (12)\n\n| Actor ID | Best For |\n|----------|----------|\n| `apify/instagram-profile-scraper` | Profile data, follower counts, bio info |\n| `apify/instagram-post-scraper` | Individual post details, engagement metrics |\n| `apify/instagram-comment-scraper` | Comment extraction, sentiment analysis |\n| `apify/instagram-hashtag-scraper` | Hashtag content, trending topics |\n| `apify/instagram-hashtag-stats` | Hashtag performance metrics |\n| `apify/instagram-reel-scraper` | Reels content and metrics |\n| `apify/instagram-search-scraper` | Search users, places, hashtags |\n| `apify/instagram-tagged-scraper` | Posts tagged with specific accounts |\n| `apify/instagram-followers-count-scraper` | Follower count tracking |\n| `apify/instagram-scraper` | Comprehensive Instagram data |\n| `apify/instagram-api-scraper` | API-based Instagram access |\n| `apify/export-instagram-comments-posts` | Bulk comment/post export |\n\n#### Facebook Actors (14)\n\n| Actor ID | Best For |\n|----------|----------|\n| `apify/facebook-pages-scraper` | Page data, metrics, contact info |\n| `apify/facebook-page-contact-information` | Emails, phones, addresses from pages |\n| `apify/facebook-posts-scraper` | Post content and engagement |\n| `apify/facebook-comments-scraper` | Comment extraction |\n| `apify/facebook-likes-scraper` | Reaction analysis |\n| `apify/facebook-reviews-scraper` | Page reviews |\n| `apify/facebook-groups-scraper` | Group content and members |\n| `apify/facebook-events-scraper` | Event data |\n| `apify/facebook-ads-scraper` | Ad creative and targeting |\n| `apify/facebook-search-scraper` | Search results |\n| `apify/facebook-reels-scraper` | Reels content |\n| `apify/facebook-photos-scraper` | Photo extraction |\n| `apify/facebook-marketplace-scraper` | Marketplace listings |\n| `apify/facebook-followers-following-scraper` | Follower/following lists |\n\n#### TikTok Actors (14)\n\n| Actor ID | Best For |\n|----------|----------|\n| `clockworks/tiktok-scraper` | Comprehensive TikTok data |\n| `clockworks/free-tiktok-scraper` | Free TikTok extraction |\n| `clockworks/tiktok-profile-scraper` | Profile data |\n| `clockworks/tiktok-video-scraper` | Video details and metrics |\n| `clockworks/tiktok-comments-scraper` | Comment extraction |\n| `clockworks/tiktok-followers-scraper` | Follower lists |\n| `clockworks/tiktok-user-search-scraper` | Find users by keywords |\n| `clockworks/tiktok-hashtag-scraper` | Hashtag content |\n| `clockworks/tiktok-sound-scraper` | Trending sounds |\n| `clockworks/tiktok-ads-scraper` | Ad content |\n| `clockworks/tiktok-discover-scraper` | Discover page content |\n| `clockworks/tiktok-explore-scraper` | Explore content |\n| `clockworks/tiktok-trends-scraper` | Trending content |\n| `clockworks/tiktok-live-scraper` | Live stream data |\n\n#### YouTube Actors (5)\n\n| Actor ID | Best For |\n|----------|----------|\n| `streamers/youtube-scraper` | Video data and metrics |\n| `streamers/youtube-channel-scraper` | Channel information |\n| `streamers/youtube-comments-scraper` | Comment extraction |\n| `streamers/youtube-shorts-scraper` | Shorts content |\n| `streamers/youtube-video-scraper-by-hashtag` | Videos by hashtag |\n\n#### Google Maps Actors (4)\n\n| Actor ID | Best For |\n|----------|----------|\n| `compass/crawler-google-places` | Business listings, ratings, contact info |\n| `compass/google-maps-extractor` | Detailed business data |\n| `compass/Google-Maps-Reviews-Scraper` | Review extraction |\n| `poidata/google-maps-email-extractor` | Email discovery from listings |\n\n#### Other Actors (6)\n\n| Actor ID | Best For |\n|----------|----------|\n| `apify/google-search-scraper` | Google search results |\n| `apify/google-trends-scraper` | Google Trends data |\n| `voyager/booking-scraper` | Booking.com hotel data |\n| `voyager/booking-reviews-scraper` | Booking.com reviews |\n| `maxcopell/tripadvisor-reviews` | TripAdvisor reviews |\n| `vdrmota/contact-info-scraper` | Contact enrichment from URLs |\n\n---\n\n#### Actor Selection by Use Case\n\n| Use Case | Primary Actors |\n|----------|---------------|\n| **Lead Generation** | `compass/crawler-google-places`, `poidata/google-maps-email-extractor`, `vdrmota/contact-info-scraper` |\n| **Influencer Discovery** | `apify/instagram-profile-scraper`, `clockworks/tiktok-profile-scraper`, `streamers/youtube-channel-scraper` |\n| **Brand Monitoring** | `apify/instagram-tagged-scraper`, `apify/instagram-hashtag-scraper`, `compass/Google-Maps-Reviews-Scraper` |\n| **Competitor Analysis** | `apify/facebook-pages-scraper`, `apify/facebook-ads-scraper`, `apify/instagram-profile-scraper` |\n| **Content Analytics** | `apify/instagram-post-scraper`, `clockworks/tiktok-scraper`, `streamers/youtube-scraper` |\n| **Trend Research** | `apify/google-trends-scraper`, `clockworks/tiktok-trends-scraper`, `apify/instagram-hashtag-stats` |\n| **Review Analysis** | `compass/Google-Maps-Reviews-Scraper`, `voyager/booking-reviews-scraper`, `maxcopell/tripadvisor-reviews` |\n| **Audience Analysis** | `apify/instagram-followers-count-scraper`, `clockworks/tiktok-followers-scraper`, `apify/facebook-followers-following-scraper` |\n\n---\n\n#### Multi-Actor Workflows\n\nFor complex tasks, chain multiple Actors:\n\n| Workflow | Step 1 | Step 2 |\n|----------|--------|--------|\n| **Lead enrichment** | `compass/crawler-google-places` → | `vdrmota/contact-info-scraper` |\n| **Influencer vetting** | `apify/instagram-profile-scraper` → | `apify/instagram-comment-scraper` |\n| **Competitor deep-dive** | `apify/facebook-pages-scraper` → | `apify/facebook-posts-scraper` |\n| **Local business analysis** | `compass/crawler-google-places` → | `compass/Google-Maps-Reviews-Scraper` |\n\n#### Can't Find a Suitable Actor?\n\nIf none of the Actors above match the user's request, search the Apify Store directly:\n\n```bash\nmcpc --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'\n```\n\nReplace `SEARCH_KEYWORDS` with 1-3 simple terms (e.g., \"LinkedIn profiles\", \"Amazon products\", \"Twitter\").\n\n### Step 2: Fetch Actor Schema\n\nFetch the Actor's input schema and details dynamically using mcpc:\n\n```bash\nmcpc --json mcp.apify.com --header \"Authorization: Bearer $APIFY_TOKEN\" tools-call fetch-actor-details actor:=\"ACTOR_ID\" | jq -r \".content\"\n```\n\nReplace `ACTOR_ID` with the selected Actor (e.g., `compass/crawler-google-places`).\n\nThis returns:\n- Actor description and README\n- Required and optional input parameters\n- Output fields (if available)\n\n### Step 3: Ask User Preferences\n\nBefore running, ask:\n1. **Output format**:\n   - **Quick answer** - Display top few results in chat (no file saved)\n   - **CSV** - Full export with all fields\n   - **JSON** - Full export in JSON format\n2. **Number of results**: Based on character of use case\n\n### Step 4: Run the Script\n\n**Quick answer (display in chat, no file):**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT'\n```\n\n**CSV:**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.csv' \\\n  --format csv\n```\n\n**JSON:**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.json' \\\n  --format json\n```\n\n### Step 5: Summarize Results and Offer Follow-ups\n\nAfter completion, report:\n- Number of results found\n- File location and name\n- Key fields available\n- **Suggested follow-up workflows** based on results:\n\n| If User Got | Suggest Next |\n|-------------|--------------|\n| Business listings | Enrich with `vdrmota/contact-info-scraper` or get reviews |\n| Influencer profiles | Analyze engagement with comment scrapers |\n| Competitor pages | Deep-dive with post/ad scrapers |\n| Trend data | Validate with platform-specific hashtag scrapers |\n\n\n## Security & Data Privacy\n\nThis skill instructs the agent to select an Apify Actor, fetch its schema (via mcpc), and run scrapers. The included script communicates only with api.apify.com and writes outputs to files under the current working directory; it does not access unrelated system files or other environment variables.\n\nApify Actors only scrape publicly available data and do not collect private or personally identifiable information beyond what is openly accessible on the target platforms. For additional security assurance, you can check an Actor's permission level by querying `https://api.apify.com/v2/acts/:actorId` — an Actor with `LIMITED_PERMISSIONS` operates in a restricted sandbox, while `FULL_PERMISSIONS` indicates broader system access. For full details, see [Apify's General Terms and Conditions](https://docs.apify.com/legal/general-terms-and-conditions).\n\n## Error Handling\n\n`APIFY_TOKEN not found` - Ask user to configure `APIFY_TOKEN` in OpenClaw settings\n`mcpc not found` - Run `npm install -g @apify/mcpc`\n`Actor not found` - Check Actor ID spelling\n`Run FAILED` - Ask user to check Apify console link in error output\n`Timeout` - Reduce input size or increase `--timeout`\n\nFile v1.0.1:_meta.json\n\n{\n  \"ownerId\": \"kn7dwbenp3s7m8hkx5za2fxb5n80xed2\",\n  \"slug\": \"apify-ultimate-scraper\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1770823677927\n}\n\nFile v1.0.1:skill-card.md\n\n## Description:\n\nUniversal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[apify](https://clawhub.ai/user/apify)\n\n### License/Terms of Use:\n\n\n## Use Case:\n\nExternal users, developers, and analysts use this skill to choose and run Apify Actors for public web data extraction, including lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, and review analysis.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill can run broad public-data scraping workflows, including contact, email, follower, and audience datasets.\n\nMitigation: Use it only for lawful, consent-aware scraping goals and review platform terms, privacy obligations, and dataset scope before running an Actor.\n\nRisk: Scraped output may include untrusted data, and CSV exports can carry downstream spreadsheet risks.\n\nMitigation: Prefer quick answers or JSON for untrusted data, and inspect CSV exports before opening or sharing them.\n\nRisk: The skill requires an Apify token and sends Actor inputs to Apify services.\n\nMitigation: Install only when sharing the APIFY_TOKEN and task inputs with Apify is acceptable for the workspace.\n\nRisk: Output files are written by user-selected filenames in the current project directory.\n\nMitigation: Use fresh, ordinary filenames without path separators or metacharacters, and avoid overwriting existing project files.\n\n## Reference(s):\n\n- [Apify Ultimate Scraper on ClawHub](https://clawhub.ai/apify/skills/apify-ultimate-scraper)\n- [Apify Publisher Profile](https://clawhub.ai/user/apify)\n- [Apify Homepage](https://apify.com)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown guidance with shell commands, plus optional CSV or JSON scraper output files]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires APIFY_TOKEN, Node.js, and the mcpc CLI; exported files are written under the current working directory.]\n\n## Skill Version(s):\n\n1.0.1 (source: server release metadata; artifact frontmatter lists 1.0.8)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v1.0.0: 3 files, 8509 bytes\n\nFiles: reference/scripts/run_actor.js (13792b), SKILL.md (11101b), _meta.json (141b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: apify-ultimate-scraper\ndescription: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task.\nversion: 1.0.0\nsource: https://github.com/apify/agent-skills\nhomepage: https://apify.com\nmetadata:\n  openclaw:\n    requires:\n      env:\n        - APIFY_TOKEN\n      bins:\n        - node\n        - mcporter\n    primaryEnv: APIFY_TOKEN\n    install:\n      - kind: node\n        package: mcporter\n        bins: [mcporter]\n---\n\n# Universal Web Scraper\n\nAI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task.\n\n## Prerequisites\n\n- `APIFY_TOKEN` configured in OpenClaw settings\n- Node.js 20.6+\n- `mcporter` CLI (auto-installed via skill metadata)\n\n## Input Sanitization Rules\n\nBefore substituting any value into a bash command:\n- **ACTOR_ID**: Must be either a technical name (`owner/actor-name` — alphanumeric, hyphens, dots, one slash) or a raw ID (exactly 17 alphanumeric characters, e.g., `oeiQgfg5fsmIJB7Cn`). Reject values containing shell metacharacters (`` ; | & $ ` ( ) { } < > ! \\n ``).\n- **SEARCH_KEYWORDS**: Plain text words only. Reject shell metacharacters.\n- **JSON_INPUT**: Must be valid JSON. Must not contain single quotes (use escaped double quotes). Validate structure before use.\n- **Output filenames**: Must match `YYYY-MM-DD_descriptive-name.{csv,json}`. No path separators (`/`, `..`), no spaces, no metacharacters.\n\n## Workflow\n\nCopy this checklist and track progress:\n\n```\nTask Progress:\n- [ ] Step 1: Understand user goal and select Actor\n- [ ] Step 2: Fetch Actor schema via mcporter\n- [ ] Step 3: Ask user preferences (format, filename)\n- [ ] Step 4: Run the scraper script\n- [ ] Step 5: Summarize results and offer follow-ups\n```\n\n### Step 1: Understand User Goal and Select Actor\n\nFirst, understand what the user wants to achieve. Then select the best Actor from the options below.\n\n#### Instagram Actors (12)\n\n| Actor ID | Best For |\n|----------|----------|\n| `apify/instagram-profile-scraper` | Profile data, follower counts, bio info |\n| `apify/instagram-post-scraper` | Individual post details, engagement metrics |\n| `apify/instagram-comment-scraper` | Comment extraction, sentiment analysis |\n| `apify/instagram-hashtag-scraper` | Hashtag content, trending topics |\n| `apify/instagram-hashtag-stats` | Hashtag performance metrics |\n| `apify/instagram-reel-scraper` | Reels content and metrics |\n| `apify/instagram-search-scraper` | Search users, places, hashtags |\n| `apify/instagram-tagged-scraper` | Posts tagged with specific accounts |\n| `apify/instagram-followers-count-scraper` | Follower count tracking |\n| `apify/instagram-scraper` | Comprehensive Instagram data |\n| `apify/instagram-api-scraper` | API-based Instagram access |\n| `apify/export-instagram-comments-posts` | Bulk comment/post export |\n\n#### Facebook Actors (14)\n\n| Actor ID | Best For |\n|----------|----------|\n| `apify/facebook-pages-scraper` | Page data, metrics, contact info |\n| `apify/facebook-page-contact-information` | Emails, phones, addresses from pages |\n| `apify/facebook-posts-scraper` | Post content and engagement |\n| `apify/facebook-comments-scraper` | Comment extraction |\n| `apify/facebook-likes-scraper` | Reaction analysis |\n| `apify/facebook-reviews-scraper` | Page reviews |\n| `apify/facebook-groups-scraper` | Group content and members |\n| `apify/facebook-events-scraper` | Event data |\n| `apify/facebook-ads-scraper` | Ad creative and targeting |\n| `apify/facebook-search-scraper` | Search results |\n| `apify/facebook-reels-scraper` | Reels content |\n| `apify/facebook-photos-scraper` | Photo extraction |\n| `apify/facebook-marketplace-scraper` | Marketplace listings |\n| `apify/facebook-followers-following-scraper` | Follower/following lists |\n\n#### TikTok Actors (14)\n\n| Actor ID | Best For |\n|----------|----------|\n| `clockworks/tiktok-scraper` | Comprehensive TikTok data |\n| `clockworks/free-tiktok-scraper` | Free TikTok extraction |\n| `clockworks/tiktok-profile-scraper` | Profile data |\n| `clockworks/tiktok-video-scraper` | Video details and metrics |\n| `clockworks/tiktok-comments-scraper` | Comment extraction |\n| `clockworks/tiktok-followers-scraper` | Follower lists |\n| `clockworks/tiktok-user-search-scraper` | Find users by keywords |\n| `clockworks/tiktok-hashtag-scraper` | Hashtag content |\n| `clockworks/tiktok-sound-scraper` | Trending sounds |\n| `clockworks/tiktok-ads-scraper` | Ad content |\n| `clockworks/tiktok-discover-scraper` | Discover page content |\n| `clockworks/tiktok-explore-scraper` | Explore content |\n| `clockworks/tiktok-trends-scraper` | Trending content |\n| `clockworks/tiktok-live-scraper` | Live stream data |\n\n#### YouTube Actors (5)\n\n| Actor ID | Best For |\n|----------|----------|\n| `streamers/youtube-scraper` | Video data and metrics |\n| `streamers/youtube-channel-scraper` | Channel information |\n| `streamers/youtube-comments-scraper` | Comment extraction |\n| `streamers/youtube-shorts-scraper` | Shorts content |\n| `streamers/youtube-video-scraper-by-hashtag` | Videos by hashtag |\n\n#### Google Maps Actors (4)\n\n| Actor ID | Best For |\n|----------|----------|\n| `compass/crawler-google-places` | Business listings, ratings, contact info |\n| `compass/google-maps-extractor` | Detailed business data |\n| `compass/Google-Maps-Reviews-Scraper` | Review extraction |\n| `poidata/google-maps-email-extractor` | Email discovery from listings |\n\n#### Other Actors (6)\n\n| Actor ID | Best For |\n|----------|----------|\n| `apify/google-search-scraper` | Google search results |\n| `apify/google-trends-scraper` | Google Trends data |\n| `voyager/booking-scraper` | Booking.com hotel data |\n| `voyager/booking-reviews-scraper` | Booking.com reviews |\n| `maxcopell/tripadvisor-reviews` | TripAdvisor reviews |\n| `vdrmota/contact-info-scraper` | Contact enrichment from URLs |\n\n---\n\n#### Actor Selection by Use Case\n\n| Use Case | Primary Actors |\n|----------|---------------|\n| **Lead Generation** | `compass/crawler-google-places`, `poidata/google-maps-email-extractor`, `vdrmota/contact-info-scraper` |\n| **Influencer Discovery** | `apify/instagram-profile-scraper`, `clockworks/tiktok-profile-scraper`, `streamers/youtube-channel-scraper` |\n| **Brand Monitoring** | `apify/instagram-tagged-scraper`, `apify/instagram-hashtag-scraper`, `compass/Google-Maps-Reviews-Scraper` |\n| **Competitor Analysis** | `apify/facebook-pages-scraper`, `apify/facebook-ads-scraper`, `apify/instagram-profile-scraper` |\n| **Content Analytics** | `apify/instagram-post-scraper`, `clockworks/tiktok-scraper`, `streamers/youtube-scraper` |\n| **Trend Research** | `apify/google-trends-scraper`, `clockworks/tiktok-trends-scraper`, `apify/instagram-hashtag-stats` |\n| **Review Analysis** | `compass/Google-Maps-Reviews-Scraper`, `voyager/booking-reviews-scraper`, `maxcopell/tripadvisor-reviews` |\n| **Audience Analysis** | `apify/instagram-followers-count-scraper`, `clockworks/tiktok-followers-scraper`, `apify/facebook-followers-following-scraper` |\n\n---\n\n#### Multi-Actor Workflows\n\nFor complex tasks, chain multiple Actors:\n\n| Workflow | Step 1 | Step 2 |\n|----------|--------|--------|\n| **Lead enrichment** | `compass/crawler-google-places` → | `vdrmota/contact-info-scraper` |\n| **Influencer vetting** | `apify/instagram-profile-scraper` → | `apify/instagram-comment-scraper` |\n| **Competitor deep-dive** | `apify/facebook-pages-scraper` → | `apify/facebook-posts-scraper` |\n| **Local business analysis** | `compass/crawler-google-places` → | `compass/Google-Maps-Reviews-Scraper` |\n\n#### Can't Find a Suitable Actor?\n\nIf none of the Actors above match the user's request, search the Apify Store directly:\n\n```bash\nmcporter call apify.search-actors keywords='SEARCH_KEYWORDS' limit=10 offset=0 --json\n```\n\nReplace `SEARCH_KEYWORDS` with 1-3 simple terms (e.g., \"LinkedIn profiles\", \"Amazon products\", \"Twitter\").\n\n### Step 2: Fetch Actor Schema\n\nFetch the Actor's input schema and details dynamically using mcporter:\n\n```bash\nmcporter call apify.fetch-actor-details actor='ACTOR_ID' --json\n```\n\nReplace `ACTOR_ID` with the selected Actor (e.g., `compass/crawler-google-places`).\n\nThis returns:\n- Actor description and README\n- Required and optional input parameters\n- Output fields (if available)\n\n### Step 3: Ask User Preferences\n\nBefore running, ask:\n1. **Output format**:\n   - **Quick answer** - Display top few results in chat (no file saved)\n   - **CSV** - Full export with all fields\n   - **JSON** - Full export in JSON format\n2. **Number of results**: Based on character of use case\n\n### Step 4: Run the Script\n\n**Quick answer (display in chat, no file):**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT'\n```\n\n**CSV:**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.csv' \\\n  --format csv\n```\n\n**JSON:**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.json' \\\n  --format json\n```\n\n### Step 5: Summarize Results and Offer Follow-ups\n\nAfter completion, report:\n- Number of results found\n- File location and name\n- Key fields available\n- **Suggested follow-up workflows** based on results:\n\n| If User Got | Suggest Next |\n|-------------|--------------|\n| Business listings | Enrich with `vdrmota/contact-info-scraper` or get reviews |\n| Influencer profiles | Analyze engagement with comment scrapers |\n| Competitor pages | Deep-dive with post/ad scrapers |\n| Trend data | Validate with platform-specific hashtag scrapers |\n\n\n## Security & Data Privacy\n\nThis skill instructs the agent to select an Apify Actor, fetch its schema (via mcporter), and run scrapers. The included script communicates only with api.apify.com and writes outputs to files under the current working directory; it does not access unrelated system files or other environment variables.\n\nApify Actors only scrape publicly available data and do not collect private or personally identifiable information beyond what is openly accessible on the target platforms. For additional security assurance, you can check an Actor's permission level by querying `https://api.apify.com/v2/acts/:actorId` — an Actor with `LIMITED_PERMISSIONS` operates in a restricted sandbox, while `FULL_PERMISSIONS` indicates broader system access. For full details, see [Apify's General Terms and Conditions](https://docs.apify.com/legal/general-terms-and-conditions).\n\n## Error Handling\n\n`APIFY_TOKEN not found` - Ask user to configure `APIFY_TOKEN` in OpenClaw settings\n`mcporter not found` - Run `npm install -g mcporter`\n`Actor not found` - Check Actor ID spelling\n`Run FAILED` - Ask user to check Apify console link in error output\n`Timeout` - Reduce input size or increase `--timeout`\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn7dwbenp3s7m8hkx5za2fxb5n80xed2\",\n  \"slug\": \"apify-ultimate-scraper\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1770816769637\n}","readmeExcerpt":"Skill: Apify Ultimate Scraper Owner: apify Summary: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task. Tags: latest:1.0.1 V","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"Task Progress:\n- [ ] Step 1: Understand user goal and select Actor\n- [ ] Step 2: Fetch Actor schema via mcpc\n- [ ] Step 3: Ask user preferences (format, filename)\n- [ ] Step 4: Run the scraper script\n- [ ] Step 5: Summarize results and offer follow-ups"},{"language":"bash","snippet":"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'"},{"language":"bash","snippet":"mcpc --json mcp.apify.com --header \"Authorization: Bearer $APIFY_TOKEN\" tools-call fetch-actor-details actor:=\"ACTOR_ID\" | jq -r \".content\""},{"language":"bash","snippet":"node {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT'"},{"language":"bash","snippet":"node {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.csv' \\\n  --format csv"},{"language":"bash","snippet":"node {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.json' \\\n  --format json"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: apify-ultimate-scraper\ndescription: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task.\nversion: 1.0.8\nsource: https://github.com/apify/agent-skills\nhomepage: https://apify.com\nmetadata:\n  openclaw:\n    requires:\n      env:\n        - APIFY_TOKEN\n      bins:\n        - node\n        - mcpc\n    primaryEnv: APIFY_TOKEN\n    install:\n      - kind: node\n        package: \"@apify/mcpc\"\n        bins: [mcpc]\n---\n\n# Universal Web Scraper\n\nAI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task.\n\n## Prerequisites\n\n- `APIFY_TOKEN` configured in OpenClaw settings\n- Node.js 20.6+\n- `mcpc` CLI (auto-installed via skill metadata)\n\n## Input Sanitization Rules\n\nBefore substituting any value into a bash command:\n- **ACTOR_ID**: Must be either a technical name (`owner/actor-name` — alphanumeric, hyphens, dots, one slash) or a raw ID (exactly 17 alphanumeric characters, e.g., `oeiQgfg5fsmIJB7Cn`). Reject values containing shell metacharacters (`` ; | & $ ` ( ) { } < > ! \\n ``).\n- **SEARCH_KEYWORDS**: Plain text words only. Reject shell metacharacters.\n- **JSON_INPUT**: Must be valid JSON. Must not contain single quotes (use escaped double quotes). Validate structure before use.\n- **Output filenames**: Must match `YYYY-MM-DD_descriptive-name.{csv,json}`. No path separators (`/`, `..`), no spaces, no metacharacters.\n\n## Workflow\n\nCopy this checklist and track progress:\n\n```\nTask Progress:\n- [ ] Step 1: Understand user goal and select Actor\n- [ ] Step 2: Fetch Actor schema via mcpc\n- [ ] Step 3: Ask user preferences (format, filename)\n- [ ] Step 4: Run the scraper script\n- [ ] Step 5: Summarize results and offer follow-ups\n```\n\n### Step 1: Understand User Goal and Select Actor\n\nFirst, understand what the user wants to achieve. Then select the best Actor from the options below.\n\n#### Instagram Actors (12)\n\n| Actor ID | Best For |\n|----------|----------|\n| `apify/instagram-profile-scraper` | Profile data, follower counts, bio info |\n| `apify/instagram-post-scraper` | Individual post details, engagement metrics |\n| `apify/instagram-comment-scraper` | Comment extraction, sentiment analysis |\n| `apify/instagram-hashtag-scraper` | Hashtag content, trending topics |\n| `apify/instagram-hashtag-stats` | Hashtag performance metrics |\n| `apify/instagram-reel-scraper` | Reels content and metrics |\n| `apify/instagram-search-scraper` | Search users, places, hashtags |\n| `apify/instagram-tagged-scraper` | Posts tagged with specific accounts |\n| `apify/instagram-followers-count-scraper` | Follower count tracking |\n| `apify/instagram-scraper` | Comprehensive Instagram data |\n| `apify/instagram-api-scraper` | API-ba"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7dwbenp3s7m8hkx5za2fxb5n80xed2\",\n  \"slug\": \"apify-ultimate-scraper\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1770823677927\n}"},{"path":"skill-card.md","content":"## Description:\n\nUniversal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[apify](https://clawhub.ai/user/apify)\n\n### License/Terms of Use:\n\n\n## Use Case:\n\nExternal users, developers, and analysts use this skill to choose and run Apify Actors for public web data extraction, including lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, and review analysis.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill can run broad public-data scraping workflows, including contact, email, follower, and audience datasets.\n\nMitigation: Use it only for lawful, consent-aware scraping goals and review platform terms, privacy obligations, and dataset scope before running an Actor.\n\nRisk: Scraped output may include untrusted data, and CSV exports can carry downstream spreadsheet risks.\n\nMitigation: Prefer quick answers or JSON for untrusted data, and inspect CSV exports before opening or sharing them.\n\nRisk: The skill requires an Apify token and sends Actor inputs to Apify services.\n\nMitigation: Install only when sharing the APIFY_TOKEN and task inputs with Apify is acceptable for the workspace.\n\nRisk: Output files are written by user-selected filenames in the current project directory.\n\nMitigation: Use fresh, ordinary filenames without path separators or metacharacters, and avoid overwriting existing project files.\n\n## Reference(s):\n\n- [Apify Ultimate Scraper on ClawHub](https://clawhub.ai/apify/skills/apify-ultimate-scraper)\n- [Apify Publisher Profile](https://clawhub.ai/user/apify)\n- [Apify Homepage](https://apify.com)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown guidance with shell commands, plus optional CSV or JSON scraper output files]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires APIFY_TOKEN, Node.js, and the mcpc CLI; exported files are written under the current working directory.]\n\n## Skill Version(s):\n\n1.0.1 (source: server release metadata; artifact frontmatter lists 1.0.8)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task. Skill: Apify Ultimate Scraper Owner: apify Summary: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, or any data extraction task. 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