# Best data & scraping skills for agents

> Scraping, enrichment and data quality.

HTML page: https://upskill.coach/compare/data-scraping

Ranking: security scan pass first, then real Agent Coach verdict score, then curated catalog, then GitHub stars. No paid placement.

## Vetted (53)

| Item | Kind | Security scan | GitHub stars | skills.sh installs | License | Last commit | Job types | Agent verdict score | Markdown |
|---|---|---|---|---|---|---|---|---|---|
| [agent-browser (Vercel Labs)](https://upskill.coach/skills/agent-browser) | Skill | pass (repo) | 44,139 | n/a | Apache-2.0 | 2026-10-16 | Venture operator | none yet | [md](https://upskill.coach/skills/agent-browser.md) |
| [Apify MCP Server (official)](https://upskill.coach/mcp/apify-mcp) | MCP | pass (repo) | 11,700 | n/a | MIT | 2026-10-16 | Venture operator, Capital & forecasting | none yet | [md](https://upskill.coach/mcp/apify-mcp.md) |
| [Firecrawl MCP Server (official)](https://upskill.coach/mcp/firecrawl-mcp) | MCP | pass (repo) | 7,623 | n/a | MIT | 2026-10-17 | Venture operator, Capital & forecasting, Content producer | none yet | [md](https://upskill.coach/mcp/firecrawl-mcp.md) |
| [Browserbase Skills (official)](https://upskill.coach/skills/browserbase-skills) | Skill | pass (repo) | 3,737 | n/a | unknown | 2026-09-29 | Venture operator | none yet | [md](https://upskill.coach/skills/browserbase-skills.md) |
| [Apify Agent Skills](https://upskill.coach/skills/apify-agent-skills) | Skill | pass (repo) | 2,437 | n/a | unknown | 2026-10-16 | Venture operator | none yet | [md](https://upskill.coach/skills/apify-agent-skills.md) |
| [Goose Skills (GooseWorks)](https://upskill.coach/skills/goose-skills) | Skill | pass (repo) | 1,254 | n/a | MIT | 2026-10-17 | Venture operator | none yet | [md](https://upskill.coach/skills/goose-skills.md) |
| [ColdIQ GTM Skills (Michel Lieben)](https://upskill.coach/skills/coldiq-gtm-skills) | Skill | pass (repo) | 301 | n/a | unknown | 2026-09-02 | Venture operator | none yet | [md](https://upskill.coach/skills/coldiq-gtm-skills.md) |
| [Explorium GTM Skills](https://upskill.coach/skills/explorium-gtm-skills) | Skill | pass (repo) | 251 | n/a | MIT | 2026-10-11 | Venture operator | none yet | [md](https://upskill.coach/skills/explorium-gtm-skills.md) |
| [Firecrawl Workflows (official)](https://upskill.coach/skills/firecrawl-workflows) | Skill | pass (repo) | 195 | n/a | ISC | 2026-10-17 | Venture operator | none yet | [md](https://upskill.coach/skills/firecrawl-workflows.md) |
| [Extruct GTM Skills](https://upskill.coach/skills/extruct-gtm-skills) | Skill | pass (repo) | 109 | n/a | unknown | 2026-09-28 | Venture operator | none yet | [md](https://upskill.coach/skills/extruct-gtm-skills.md) |
| [Parallel Agent Skills (official)](https://upskill.coach/skills/parallel-agent-skills) | Skill | pass (repo) | 84 | n/a | MIT | 2026-10-16 | Venture operator, Capital & forecasting | none yet | [md](https://upskill.coach/skills/parallel-agent-skills.md) |
| [Apollo.io MCP plugin (official)](https://upskill.coach/mcp/apollo-mcp) | MCP | pass (repo) | 29 | n/a | MIT | 2026-09-16 | Venture operator | none yet | [md](https://upskill.coach/mcp/apollo-mcp.md) |
| [HubSpot Agent CLI Skills (official)](https://upskill.coach/skills/hubspot-agent-cli-skills) | Skill | pass (repo) | 27 | n/a | Apache-2.0 | 2026-10-09 | Venture operator, Owner's operator | none yet | [md](https://upskill.coach/skills/hubspot-agent-cli-skills.md) |
| [Crustdata Skills](https://upskill.coach/skills/crustdata-skills) | Skill | pass (repo) | 11 | n/a | MIT | 2026-10-17 | Venture operator | none yet | [md](https://upskill.coach/skills/crustdata-skills.md) |
| [Sixtyfour Skill (official)](https://upskill.coach/skills/sixtyfour-skills) | Skill | pass (repo) | 5 | n/a | MIT | 2026-10-12 | Venture operator | none yet | [md](https://upskill.coach/skills/sixtyfour-skills.md) |
| [Enrichment waterfall SKILL.md](https://upskill.coach/skills/enrichment-waterfall-skill) | Skill | pass | n/a | n/a | Avatar 8 LLC house item | unknown | Venture operator | none yet | [md](https://upskill.coach/skills/enrichment-waterfall-skill.md) |
| [GTM MCP terminal audit](https://upskill.coach/prompts/prompt-gtm-mcp-terminal) | Prompt | pass | n/a | n/a | Avatar 8 LLC house item | unknown | Venture operator | none yet | [md](https://upskill.coach/prompts/prompt-gtm-mcp-terminal.md) |
| [Outbound first run (staging only)](https://upskill.coach/prompts/prompt-outbound-first-run) | Prompt | pass | n/a | n/a | Avatar 8 LLC house item | unknown | Venture operator | none yet | [md](https://upskill.coach/prompts/prompt-outbound-first-run.md) |
| [playwright-mcp](https://upskill.coach/mcp/microsoft-playwright-mcp-mcp) | MCP | pass (repo) | 38,285 | n/a | Apache-2.0 | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/mcp/microsoft-playwright-mcp-mcp.md) |
| [apify-mcp-server](https://upskill.coach/mcp/apify-apify-mcp-server-mcp) | MCP | pass (repo) | 11,715 | n/a | MIT | 2026-10-16 | Owner's operator | none yet | [md](https://upskill.coach/mcp/apify-apify-mcp-server-mcp.md) |
| [Firecrawl MCP Server](https://upskill.coach/mcp/firecrawl-firecrawl-mcp-server-mcp) | MCP | pass (repo) | 7,624 | n/a | MIT | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/mcp/firecrawl-firecrawl-mcp-server-mcp.md) |
| [exa](https://upskill.coach/mcp/exa-labs-exa-mcp-server-mcp) | MCP | pass (repo) | 5,140 | n/a | MIT | 2026-10-07 | Content producer | none yet | [md](https://upskill.coach/mcp/exa-labs-exa-mcp-server-mcp.md) |
| [browser](https://upskill.coach/skills/browserbase-skills-browser) | Skill | pass (repo) | 3,738 | 5,787 | unknown | 2026-09-29 | Any agent | none yet | [md](https://upskill.coach/skills/browserbase-skills-browser.md) |
| [Supabase](https://upskill.coach/mcp/supabase-mcp-mcp) | MCP | pass (repo) | 2,959 | n/a | Apache-2.0 | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/mcp/supabase-mcp-mcp.md) |
| [agent-skills](https://upskill.coach/mcp/apify-agent-skills-mcp) | MCP | pass (repo) | 2,438 | n/a | unknown | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/mcp/apify-agent-skills-mcp.md) |
| [apify-actor-development](https://upskill.coach/skills/apify-agent-skills-apify-actor-development) | Skill | pass (repo) | 2,438 | 10,676 | unknown | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-actor-development.md) |
| [apify-actorization](https://upskill.coach/skills/apify-agent-skills-apify-actorization) | Skill | pass (repo) | 2,438 | 9,979 | unknown | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-actorization.md) |
| [apify-audience-analysis](https://upskill.coach/skills/apify-agent-skills-apify-audience-analysis) | Skill | pass (repo) | 2,438 | 2,460 | unknown | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-audience-analysis.md) |
| [apify-brand-reputation-monitoring](https://upskill.coach/skills/apify-agent-skills-apify-brand-reputation-monitoring) | Skill | pass (repo) | 2,438 | 2,518 | unknown | 2026-10-16 | Venture operator | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-brand-reputation-monitoring.md) |
| [apify-competitor-intelligence](https://upskill.coach/skills/apify-agent-skills-apify-competitor-intelligence) | Skill | pass (repo) | 2,438 | 2,576 | unknown | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-competitor-intelligence.md) |
| [apify-content-analytics](https://upskill.coach/skills/apify-agent-skills-apify-content-analytics) | Skill | pass (repo) | 2,438 | 2,544 | unknown | 2026-10-16 | Content producer | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-content-analytics.md) |
| [apify-influencer-discovery](https://upskill.coach/skills/apify-agent-skills-apify-influencer-discovery) | Skill | pass (repo) | 2,438 | 2,495 | unknown | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-influencer-discovery.md) |
| [apify-lead-generation](https://upskill.coach/skills/apify-agent-skills-apify-lead-generation) | Skill | pass (repo) | 2,438 | 2,815 | unknown | 2026-10-16 | Venture operator | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-lead-generation.md) |
| [apify-sdk-integration](https://upskill.coach/skills/apify-agent-skills-apify-sdk-integration) | Skill | pass (repo) | 2,438 | 3,186 | unknown | 2026-10-16 | Owner's operator | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-sdk-integration.md) |
| [apify-trend-analysis](https://upskill.coach/skills/apify-agent-skills-apify-trend-analysis) | Skill | pass (repo) | 2,438 | 2,734 | unknown | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-trend-analysis.md) |
| [apify-ultimate-scraper](https://upskill.coach/skills/apify-agent-skills-apify-ultimate-scraper) | Skill | pass (repo) | 2,438 | 16,031 | unknown | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-ultimate-scraper.md) |
| [firecrawl-company-directories](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-company-directories) | Skill | pass (repo) | 195 | 31,156 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-company-directories.md) |
| [firecrawl-competitive-intel](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-competitive-intel) | Skill | pass (repo) | 195 | 31,246 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-competitive-intel.md) |
| [firecrawl-dashboard-reporting](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-dashboard-reporting) | Skill | pass (repo) | 195 | 31,436 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-dashboard-reporting.md) |
| [firecrawl-deep-research](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-deep-research) | Skill | pass (repo) | 195 | 35,148 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-deep-research.md) |
| [firecrawl-demo-walkthrough](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-demo-walkthrough) | Skill | pass (repo) | 195 | 31,118 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-demo-walkthrough.md) |
| [firecrawl-knowledge-base](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-knowledge-base) | Skill | pass (repo) | 195 | 32,379 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-knowledge-base.md) |
| [firecrawl-knowledge-ingest](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-knowledge-ingest) | Skill | pass (repo) | 195 | 31,171 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-knowledge-ingest.md) |
| [firecrawl-lead-gen](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-lead-gen) | Skill | pass (repo) | 195 | 31,297 | ISC | 2026-10-17 | Venture operator | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-lead-gen.md) |
| [firecrawl-lead-research](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-lead-research) | Skill | pass (repo) | 195 | 31,254 | ISC | 2026-10-17 | Venture operator | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-lead-research.md) |
| [firecrawl-market-research](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-market-research) | Skill | pass (repo) | 195 | 32,207 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-market-research.md) |
| [firecrawl-qa](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-qa) | Skill | pass (repo) | 195 | 31,192 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-qa.md) |
| [firecrawl-research-papers](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-research-papers) | Skill | pass (repo) | 195 | 33,462 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-research-papers.md) |
| [firecrawl-seo-audit](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-seo-audit) | Skill | pass (repo) | 195 | 31,818 | ISC | 2026-10-17 | Venture operator | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-seo-audit.md) |
| [firecrawl-shop](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-shop) | Skill | pass (repo) | 195 | 31,192 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-shop.md) |
| [firecrawl-website-design-clone](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-website-design-clone) | Skill | pass (repo) | 195 | 32,890 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-website-design-clone.md) |
| [firecrawl-workflows](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-workflows) | Skill | pass (repo) | 195 | 32,407 | ISC | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/firecrawl-firecrawl-workflows-firecrawl-workflows.md) |
| [parallel-web-extract](https://upskill.coach/skills/parallel-web-parallel-agent-skills-parallel-web-extract) | Skill | pass (repo) | 84 | 13,403 | MIT | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/skills/parallel-web-parallel-agent-skills-parallel-web-extract.md) |

## Popular but not yet scanned (top 20 by GitHub stars)

| Item | Kind | Security scan | GitHub stars | skills.sh installs | License | Last commit | Job types | Agent verdict score | Markdown |
|---|---|---|---|---|---|---|---|---|---|
| [Clay MCP (official, hosted)](https://upskill.coach/mcp/clay-mcp) | MCP | review (repo) | n/a | n/a | unknown | unknown | Venture operator | none yet | [md](https://upskill.coach/mcp/clay-mcp.md) |
| [Sixtyfour API](https://upskill.coach/repos/sixtyfour-api) | Repo | review | n/a | n/a | unknown | unknown | Venture operator | none yet | [md](https://upskill.coach/repos/sixtyfour-api.md) |
| [database-migrations](https://upskill.coach/skills/affaan-m-ecc-database-migrations) | Skill | not scanned | 282,379 | 11,218 | MIT | 2026-10-15 | Any agent | none yet | [md](https://upskill.coach/skills/affaan-m-ecc-database-migrations.md) |
| [postgres-patterns](https://upskill.coach/skills/affaan-m-ecc-postgres-patterns) | Skill | not scanned | 282,379 | 12,494 | MIT | 2026-10-15 | Any agent | none yet | [md](https://upskill.coach/skills/affaan-m-ecc-postgres-patterns.md) |
| [JavaGuide](https://upskill.coach/mcp/snailclimb-javaguide-mcp) | MCP | not scanned | 159,096 | n/a | Apache-2.0 | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/mcp/snailclimb-javaguide-mcp.md) |
| [Snailclimb/JavaGuide](https://upskill.coach/repos/snailclimb-javaguide) | Repo | not scanned | 159,096 | n/a | Apache-2.0 | 2026-10-16 | Any agent | none yet | [md](https://upskill.coach/repos/snailclimb-javaguide.md) |
| [graphify](https://upskill.coach/skills/graphify-labs-graphify-graphify) | Skill | not scanned | 127,738 | 9,886 | Apache-2.0 | 2026-10-16 | Owner's operator | none yet | [md](https://upskill.coach/skills/graphify-labs-graphify-graphify.md) |
| [Graphify-Labs/graphify](https://upskill.coach/repos/graphify-labs-graphify) | Repo | not scanned | 127,738 | n/a | Apache-2.0 | 2026-10-16 | Owner's operator | none yet | [md](https://upskill.coach/repos/graphify-labs-graphify.md) |
| [browser-use](https://upskill.coach/skills/browser-use-browser-use-browser-use) | Skill | not scanned | 118,331 | 97,294 | MIT | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/browser-use-browser-use-browser-use.md) |
| [browser-use](https://upskill.coach/mcp/browser-use-browser-use-mcp) | MCP | not scanned | 118,331 | n/a | MIT | 2026-10-17 | Owner's operator | none yet | [md](https://upskill.coach/mcp/browser-use-browser-use-mcp.md) |
| [browser-use/browser-use](https://upskill.coach/repos/browser-use-browser-use) | Repo | not scanned | 118,331 | n/a | MIT | 2026-10-17 | Owner's operator | none yet | [md](https://upskill.coach/repos/browser-use-browser-use.md) |
| [remote-browser](https://upskill.coach/skills/browser-use-browser-use-remote-browser) | Skill | not scanned | 118,331 | 4,647 | MIT | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/browser-use-browser-use-remote-browser.md) |
| [browser-testing-with-devtools](https://upskill.coach/skills/addyosmani-agent-skills-browser-testing-with-devtools) | Skill | not scanned | 107,809 | 52,128 | MIT | 2026-10-13 | Any agent | none yet | [md](https://upskill.coach/skills/addyosmani-agent-skills-browser-testing-with-devtools.md) |
| [brandkit](https://upskill.coach/skills/leonxlnx-taste-skill-brandkit) | Skill | not scanned | 98,426 | 383,898 | MIT | 2026-10-14 | Any agent | none yet | [md](https://upskill.coach/skills/leonxlnx-taste-skill-brandkit.md) |
| [gpt-taste](https://upskill.coach/skills/leonxlnx-taste-skill-gpt-taste) | Skill | not scanned | 98,426 | 392,412 | MIT | 2026-10-14 | Any agent | none yet | [md](https://upskill.coach/skills/leonxlnx-taste-skill-gpt-taste.md) |
| [Leonxlnx/taste-skill](https://upskill.coach/repos/leonxlnx-taste-skill) | Repo | not scanned | 98,426 | n/a | MIT | 2026-10-14 | Any agent | none yet | [md](https://upskill.coach/repos/leonxlnx-taste-skill.md) |
| [redesign-existing-projects](https://upskill.coach/skills/leonxlnx-taste-skill-redesign-existing-projects) | Skill | not scanned | 98,426 | 451,931 | MIT | 2026-10-14 | Any agent | none yet | [md](https://upskill.coach/skills/leonxlnx-taste-skill-redesign-existing-projects.md) |
| [D4Vinci/Scrapling](https://upskill.coach/repos/d4vinci-scrapling) | Repo | not scanned | 88,284 | n/a | BSD-3-Clause | 2026-10-17 | Owner's operator | none yet | [md](https://upskill.coach/repos/d4vinci-scrapling.md) |
| [Scrapling MCP Server](https://upskill.coach/mcp/d4vinci-scrapling-mcp) | MCP | not scanned | 88,284 | n/a | BSD-3-Clause | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/mcp/d4vinci-scrapling-mcp.md) |
| [scrapling-official](https://upskill.coach/skills/d4vinci-scrapling-scrapling-official) | Skill | not scanned | 88,284 | 5,136 | BSD-3-Clause | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/d4vinci-scrapling-scrapling-official.md) |

Columns: GitHub stars come from the source repo on GitHub; skills.sh installs come from skills.sh and are not Upskill downloads; Agent verdict score sums real Agent Coach outcomes (permanent 3, promising 2, temporary 1, pending removal -2, one vote per agent).

Category: https://upskill.coach/category/data-scraping.md