Firecrawl Scraper
ynulihao/AgentSkillOS
Complete knowledge domain for Firecrawl v2 API - web scraping and crawling that converts websites into LLM-ready markdown or structured data.
Extract clean markdown from any URL, including JavaScript-rendered SPAs.
Install Firecrawl Scrape
$ npx skills add aiskillstore/marketplace --skill firecrawl-scrape -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace firecrawl-scrape --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/firecrawl/firecrawl-scrape .claude/skills/firecrawl-scrape && 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 "firecrawl-scrape" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-scrape into .claude/skills/firecrawl-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-scrape", 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/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-scrapeType 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 aiskillstore/marketplace --skill firecrawl-scrape -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace firecrawl-scrape --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/firecrawl/firecrawl-scrape .agents/skills/firecrawl-scrape && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "firecrawl-scrape" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-scrape into .agents/skills/firecrawl-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-scrape", 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 aiskillstore/marketplace --skill firecrawl-scrape -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace firecrawl-scrape --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/firecrawl/firecrawl-scrape .cursor/skills/firecrawl-scrape && 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 "firecrawl-scrape" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-scrape into .cursor/skills/firecrawl-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-scrape", 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/aiskillstore/marketplace.git --path skills/firecrawl/firecrawl-scrape--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 aiskillstore/marketplace --skill firecrawl-scrape -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace firecrawl-scrape --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/firecrawl/firecrawl-scrape .gemini/skills/firecrawl-scrape && 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 "firecrawl-scrape" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-scrape into .gemini/skills/firecrawl-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-scrape", 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 aiskillstore/marketplace firecrawl-scrapeInstalls 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 aiskillstore/marketplace --skill firecrawl-scrape -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/firecrawl/firecrawl-scrape .github/skills/firecrawl-scrape && 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 "firecrawl-scrape" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-scrape into .github/skills/firecrawl-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-scrape", 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 aiskillstore/marketplace --skill firecrawl-scrape -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace firecrawl-scrape --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/firecrawl/firecrawl-scrape .opencode/skills/firecrawl-scrape && 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 "firecrawl-scrape" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-scrape into .opencode/skills/firecrawl-scrape/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-scrape", 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
firecrawl-scrape- GitHub stars
- 430
- Used in
- 1 other repo
- Token cost
- ~907 tokens
- SKILL.md length
- 256 words
- Files
- 2
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
Extract clean markdown from any URL, including JavaScript-rendered SPAs.
- The user provides a URL and wants its content
- SKILL.md covers When to use, Quick start, Options and Tips, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Extract from this URL
What it does
Firecrawl Scrape is an agent skill from aiskillstore/marketplace. Extract clean markdown from any URL, including JavaScript-rendered SPAs. Use this skill whenever the user provides a URL and wants its content, says "scrape", "grab", "fetch", "pull", "get the page", "extract from this URL", or "read this webpage". Handles JS-rendered pages, multiple concurrent URLs, and returns LLM-optimized markdown. Use this instead of WebFetch for any webpage content extraction.
Its SKILL.md is about 910 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).
It sits in Data & Analytics, covering Web scraping. It works with Firecrawl and JavaScript. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- The user provides a URL and wants its content
- Extract from this URL
- Read this webpage
Example prompts
- “scrape”
- “get the page”
- “extract from this URL”
- “/firecrawl-scrape”
Requirements
- Node.js
- Pre-approved tools (allowed-tools): Bash(firecrawl *), Bash(npx firecrawl *)
What it can do on your machine
Read from SKILL.md and the folder at commit 755bc35. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Bash(firecrawl *)Bash(npx firecrawl *)
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
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
Firecrawl Scrape loads about 907 tokens when it runs. Until then it costs about 105 tokens; SKILL.md has 256 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 256 words (~907 tokens).
“Scrape one or more URLs. Returns clean, LLM-optimized markdown. Multiple URLs are scraped concurrently.”
- name
- firecrawl-scrape
- allowed-tools
- Bash(firecrawl *), Bash(npx firecrawl *)
Files
SKILL.md and 1 other file in skills/firecrawl/firecrawl-scrape of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit 755bc35
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 8, 2026.
Compare with similar skills
Firecrawl Scrape 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 |
|---|---|---|---|---|---|---|
| Firecrawl Scrape this skillaiskillstore/marketplace | 430 | 1 repos | ~907 | Automated safety check: Pass | None | |
| Firecrawl Scraperynulihao/AgentSkillOS | 617 | — | ~4.1k | Automated safety check: Notes | MIT | |
| Firecrawl Scrapersecondsky/claude-skills | 227 | — | ~1.9k | Automated safety check: Notes | MIT | |
| Firecrawl Scraperlamm-mit/scienceclaw | 244 | — | ~425 | Automated safety check: Pass | Apache-2.0 | |
| Web Scrapingplatonai/Browser4 | 1.2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Selenium Opinion Crawler123321kk/opinion-agent-ultimate | 107 | — | ~631 | Automated safety check: Pass | None |
Similar skills
Firecrawl Scraper
secondsky/claude-skills
Firecrawl v2.5 API for web scraping/crawling to LLM-ready markdown.
Firecrawl Scraper
lamm-mit/scienceclaw
Web scraping of JavaScript-rendered scientific websites using Firecrawl API
Web Scraping
platonai/Browser4
Extracts data from web pages using browser automation and CSS/JavaScript selectors.
Selenium Opinion Crawler
123321kk/opinion-agent-ultimate
browser-based page capture and text extraction for public-opinion research.
Chrome Devtools
einverne/dotfiles
Browser automation, debugging, and performance analysis using Puppeteer CLI scripts.
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Related
Works with
Categories
Questions about Firecrawl Scrape
What does Firecrawl Scrape do?
Extract clean markdown from any URL, including JavaScript-rendered SPAs. Firecrawl Scrape is an agent skill from aiskillstore/marketplace. Extract clean markdown from any URL, including JavaScript-rendered SPAs.
When should I use Firecrawl Scrape?
Firecrawl Scrape fits situations like: the user provides a URL and wants its content; extract from this URL; read this webpage.
How do I install Firecrawl Scrape in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill firecrawl-scrape -a claude-code`. Or copy the skill folder (skills/firecrawl/firecrawl-scrape in aiskillstore/marketplace) into .claude/skills/firecrawl-scrape in your project. Claude Code loads it when a task matches its description.
How do I install Firecrawl Scrape in Codex?
Run `npx skills add aiskillstore/marketplace --skill firecrawl-scrape -a codex`. Or copy the skill folder (skills/firecrawl/firecrawl-scrape in aiskillstore/marketplace) into .agents/skills/firecrawl-scrape in your project. Codex loads it when a task matches its description.
Can I use Firecrawl Scrape 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 aiskillstore/marketplace --skill firecrawl-scrape -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/firecrawl-scrape, .gemini/skills/firecrawl-scrape, .github/skills/firecrawl-scrape and .opencode/skills/firecrawl-scrape in your project.
What does Firecrawl Scrape need to run?
SKILL.md names no scripts, command-line tools or credentials: Firecrawl Scrape is instructions for the agent only. Our summary lists: Node.js. Its frontmatter pre-approves these tools: Bash(firecrawl *), Bash(npx firecrawl *).
Does Firecrawl Scrape 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 Firecrawl Scrape 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 Firecrawl Scrape use?
No licence was found for Firecrawl Scrape or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Firecrawl Scrape use?
About 907 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Firecrawl Scrape?
Skills that share tags, products or a category with Firecrawl Scrape: Firecrawl Scraper (ynulihao/AgentSkillOS, 617 stars), Firecrawl Scraper (secondsky/claude-skills, 227 stars), Firecrawl Scraper (lamm-mit/scienceclaw, 244 stars) and Web Scraping (platonai/Browser4, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Firecrawl Scrape?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 9, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.