SEO Firecrawl
seranking/seo-skills
Ad-hoc web scraping, site mapping, and full-site crawling via Firecrawl MCP.
Scrape web pages, crawl sites, extract structured data, and capture screenshots through SandBase.
Install Web Scraper
$ npx skills add sandbaseai/sandbase-skills --skill web-scraper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sandbaseai/sandbase-skills web-scraper --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sandbaseai/sandbase-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/research/web-scraper .claude/skills/web-scraper && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "web-scraper" agent skill from https://github.com/sandbaseai/sandbase-skills/tree/main/research/web-scraper into .claude/skills/web-scraper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-scraper", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sandbaseai/sandbase-skills/tree/main/research/web-scraperType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sandbaseai/sandbase-skills --skill web-scraper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sandbaseai/sandbase-skills web-scraper --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sandbaseai/sandbase-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/research/web-scraper .agents/skills/web-scraper && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "web-scraper" agent skill from https://github.com/sandbaseai/sandbase-skills/tree/main/research/web-scraper into .agents/skills/web-scraper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-scraper", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sandbaseai/sandbase-skills --skill web-scraper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sandbaseai/sandbase-skills web-scraper --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sandbaseai/sandbase-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/research/web-scraper .cursor/skills/web-scraper && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "web-scraper" agent skill from https://github.com/sandbaseai/sandbase-skills/tree/main/research/web-scraper into .cursor/skills/web-scraper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-scraper", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sandbaseai/sandbase-skills.git --path research/web-scraper--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sandbaseai/sandbase-skills --skill web-scraper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sandbaseai/sandbase-skills web-scraper --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sandbaseai/sandbase-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/research/web-scraper .gemini/skills/web-scraper && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "web-scraper" agent skill from https://github.com/sandbaseai/sandbase-skills/tree/main/research/web-scraper into .gemini/skills/web-scraper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-scraper", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sandbaseai/sandbase-skills web-scraperInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sandbaseai/sandbase-skills --skill web-scraper -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sandbaseai/sandbase-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/research/web-scraper .github/skills/web-scraper && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "web-scraper" agent skill from https://github.com/sandbaseai/sandbase-skills/tree/main/research/web-scraper into .github/skills/web-scraper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-scraper", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sandbaseai/sandbase-skills --skill web-scraper -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sandbaseai/sandbase-skills web-scraper --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sandbaseai/sandbase-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/research/web-scraper .opencode/skills/web-scraper && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "web-scraper" agent skill from https://github.com/sandbaseai/sandbase-skills/tree/main/research/web-scraper into .opencode/skills/web-scraper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-scraper", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
web-scraper- GitHub stars
- 201
- Token cost
- ~746 tokens
- SKILL.md length
- 326 words
- Files
- 2 (incl. references)
- Skills in repo
- 22
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Scrape web pages, crawl sites, extract structured data, and capture screenshots through SandBase.
- Works in 4 steps: Single page extraction → Site crawling → Structured data extraction → …
- Asked to extract content from URLs
- SKILL.md covers Call SandBase capabilities, Operating principles, Workflow and Output, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Web Scraper is an agent skill from sandbaseai/sandbase-skills. Scrape web pages, crawl sites, extract structured data, and capture screenshots through SandBase. Use when asked to extract content from URLs, crawl websites, get structured data from pages, take screenshots, or convert web pages to markdown.
Its SKILL.md is about 750 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/sandbase-api-map.md`).
It sits in Data & Analytics, covering Web scraping and Schema markup. It works with Firecrawl. The repository describes itself as: 88 installable open-source Agent Skills for research, social intelligence, marketing, and business workflows—compatible with Codex, Claude Code, Cursor, Gemini CLI, and DeepSeek… The licence is Apache-2.0.
When your agent uses it
- Asked to extract content from URLs
- Get structured data from pages
- Take screenshots
- Convert web pages to markdown
Example prompts
- “/web-scraper”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit cbab581. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Web Scraper loads about 746 tokens when it runs, and up to ~1.2k if it reads all its reference files. Until then it costs about 64 tokens; SKILL.md has 326 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from sandbaseai/sandbase-skills at commit cbab581, republished under its Apache-2.0 licence (© sandbaseai). 326 words, ~746 tokens.
Download SKILL.mdSave it as
.claude/skills/web-scraper/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- web-scraper
- description
- Scrape web pages, crawl sites, extract structured data, and capture screenshots through SandBase. Use when asked to extract content from URLs, crawl websites, get structured data from pages, take screenshots, or convert web pages to markdown.
Web Scraper
Universal web scraping and data extraction through SandBase. Scrape individual pages, crawl entire sites, extract structured data, and capture visual snapshots. Read the API map before selecting a capability.
Call SandBase capabilities
Use the capability identifiers below as discovery hints, not MCP tool names. Find the matching endpoint with sandbase_discover(q: "<provider and capability>"); use its returned name in sandbase_inspect(name: "<returned name>"). Read inputSchema, pricing, and execute_as, then call sandbase_run using execute_as.arguments.name and schema-defined arguments. If a run_id is returned, poll sandbase_run_get(run_id: "<returned run_id>") within the task budget until completed or failed; report pending or failed runs without resubmitting them automatically.
Operating principles
- Respect robots.txt and rate limits — these tools handle that automatically.
- Use the lightest tool for the job: markdown scrape before full crawl.
- Structured data extraction is best for product pages, directories, and lists.
- Screenshots are useful for visual verification and design research.
Workflow
1. Single page extraction
Use context_dev_scrape_markdown for clean Markdown output (best for articles, docs).
Use context_dev_scrape_html for raw HTML (best for structure analysis).
Use firecrawl_scrape for advanced single-page extraction with options.
2. Site crawling
Use firecrawl_crawl to crawl multiple pages following links.
Use firecrawl_map to discover all URLs on a site.
Use context_dev_crawl_site for site-wide content extraction.
Use context_dev_crawl_sitemap for sitemap-based crawling.
3. Structured data extraction
Use context_dev_extract_structured_data for custom schema extraction from pages.
Use context_dev_extract_product for single product data.
Use context_dev_extract_products for product listing pages.
4. Visual and metadata
Use context_dev_capture_screenshot for visual page snapshots.
Use context_dev_scrape_images for image extraction.
Use context_dev_scrape_fonts for typography analysis.
Use context_dev_retrieve_brand for brand asset extraction.
Output
Return: extracted content in requested format, structured data as JSON, screenshot URLs, or crawl results with page list.
Example tasks
- "Extract the content from this article as clean Markdown: [URL]."
- "Crawl [website] and list all their product pages."
- "Extract product name, price, and description from this page: [URL]."
- "Take a screenshot of [URL] at desktop resolution."
- "Map all pages on [website] and categorize by content type."
© sandbaseai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in research/web-scraper of sandbaseai/sandbase-skills.
- SKILL.md
- references/sandbase-api-map.md
Open the folder on GitHubat commit cbab581
Compare with similar skills
Web Scraper next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Web Scraper this skillsandbaseai/sandbase-skills | 201 | — | ~746 | Automated safety check: Pass | Apache-2.0 | |
| SEO Firecrawlseranking/seo-skills | 160 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Firecrawl Agentfirecrawl/skills | 115 | — | ~1.2k | Automated safety check: Pass | ISC | |
| Firecrawl Alexandriafirecrawl/skills | 115 | — | ~1.6k | Automated safety check: Pass | ISC | |
| Axyusukebe/ax | 719 | 1 repos | ~918 | Automated safety check: Pass | MIT | |
| Meowhub Browserzhaojiaqi/MeowHub | 111 | — | ~1.6k | Automated safety check: Pass | GPL-3.0 |
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Related
Works with
Categories
Questions about Web Scraper
What does Web Scraper do?
Scrape web pages, crawl sites, extract structured data, and capture screenshots through SandBase. Web Scraper is an agent skill from sandbaseai/sandbase-skills. Scrape web pages, crawl sites, extract structured data, and capture screenshots through SandBase.
When should I use Web Scraper?
Web Scraper fits situations like: asked to extract content from URLs; get structured data from pages; take screenshots; convert web pages to markdown.
How do I install Web Scraper in Claude Code?
Run `npx skills add sandbaseai/sandbase-skills --skill web-scraper -a claude-code`. Or copy the skill folder (research/web-scraper in sandbaseai/sandbase-skills) into .claude/skills/web-scraper in your project. Claude Code loads it when a task matches its description.
How do I install Web Scraper in Codex?
Run `npx skills add sandbaseai/sandbase-skills --skill web-scraper -a codex`. Or copy the skill folder (research/web-scraper in sandbaseai/sandbase-skills) into .agents/skills/web-scraper in your project. Codex loads it when a task matches its description.
Can I use Web Scraper in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sandbaseai/sandbase-skills --skill web-scraper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/web-scraper, .gemini/skills/web-scraper, .github/skills/web-scraper and .opencode/skills/web-scraper in your project.
What does Web Scraper need to run?
SKILL.md names no scripts, command-line tools or credentials: Web Scraper is instructions for the agent only.
Does Web Scraper access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Web Scraper safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Web Scraper use?
Web Scraper is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Web Scraper use?
About 746 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 450 tokens, read only when the agent opens those files.
What are the alternatives to Web Scraper?
Skills that share tags, products or a category with Web Scraper: SEO Firecrawl (seranking/seo-skills, 160 stars), Firecrawl Agent (firecrawl/skills, 115 stars), Firecrawl Alexandria (firecrawl/skills, 115 stars) and Ax (yusukebe/ax, 719 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Web Scraper?
sandbaseai (a GitHub organization) maintains it in sandbaseai/sandbase-skills, which has 201 GitHub stars. The repository holds 22 skills in this directory. The repository was last updated on September 26, 2026.
Source: sandbaseai/sandbase-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.