Firecrawl Scrape
firecrawl/skills
Read a known webpage or execute a discovered workflow or data-provider capability.
Web scraping and crawling with Firecrawl API. An agent skill from sundial-org/awesome-openclaw-skills.
Install Firecrawl 2
$ npx skills add sundial-org/awesome-openclaw-skills --skill firecrawl-2 -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills firecrawl-2 --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/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/firecrawl-2 .claude/skills/firecrawl-2 && 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-2" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/firecrawl-2 into .claude/skills/firecrawl-2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-2", 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/sundial-org/awesome-openclaw-skills/tree/main/skills/firecrawl-2Type 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 sundial-org/awesome-openclaw-skills --skill firecrawl-2 -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills firecrawl-2 --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/firecrawl-2 .agents/skills/firecrawl-2 && 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-2" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/firecrawl-2 into .agents/skills/firecrawl-2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-2", 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 sundial-org/awesome-openclaw-skills --skill firecrawl-2 -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills firecrawl-2 --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/firecrawl-2 .cursor/skills/firecrawl-2 && 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-2" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/firecrawl-2 into .cursor/skills/firecrawl-2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-2", 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/sundial-org/awesome-openclaw-skills.git --path skills/firecrawl-2--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 sundial-org/awesome-openclaw-skills --skill firecrawl-2 -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills firecrawl-2 --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/firecrawl-2 .gemini/skills/firecrawl-2 && 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-2" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/firecrawl-2 into .gemini/skills/firecrawl-2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-2", 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 sundial-org/awesome-openclaw-skills firecrawl-2Installs 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 sundial-org/awesome-openclaw-skills --skill firecrawl-2 -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/firecrawl-2 .github/skills/firecrawl-2 && 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-2" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/firecrawl-2 into .github/skills/firecrawl-2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-2", 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 sundial-org/awesome-openclaw-skills --skill firecrawl-2 -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills firecrawl-2 --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/firecrawl-2 .opencode/skills/firecrawl-2 && 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-2" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/firecrawl-2 into .opencode/skills/firecrawl-2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-2", 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-2- GitHub stars
- 663
- Token cost
- ~698 tokens
- SKILL.md length
- 180 words
- Files
- 2
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- None found
At a glance
Web scraping and crawling with Firecrawl API. An agent skill from sundial-org/awesome-openclaw-skills.
- Works in 3 steps: Get your API key from… → Set the environment variable → Install the SDK
- The user needs to scrape a URL
- SKILL.md covers Setup, Usage, Example Prompts and Pricing
- Runs Python scripts from its folder; calls python3 and pip3; needs FIRECRAWL_API_KEY
What it does
Firecrawl 2 is an agent skill from sundial-org/awesome-openclaw-skills. Web scraping and crawling with Firecrawl API. Fetch webpage content as markdown, take screenshots, extract structured data, search the web, and crawl documentation sites. Use when the user needs to scrape a URL, get current web info, capture a screenshot, extract specific data from pages, or crawl docs for a framework/library.
Its SKILL.md is about 700 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `fc.py`).
It sits in Data & Analytics, covering Web scraping. It works with Firecrawl. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- The user needs to scrape a URL
- Get current web info
- Capture a screenshot
- Extract specific data from pages
Example prompts
- “/firecrawl-2”
Requirements
- Python 3
- A credential in FIRECRAWL_API_KEY
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Get your API key from firecrawl.dev/app/api-keys
- Set the environment variable
- Install the SDK
What it can do on your machine
Read from SKILL.md and the folder at commit b80cde2. 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
Ships script files (Python), which the agent can run.
Shell commands in SKILL.md call:
python3pip3
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
firecrawl.dev
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
FIRECRAWL_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Firecrawl 2 loads about 698 tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 180 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 180 words (~698 tokens).
“Scrape, search, and crawl the web using Firecrawl.”
- name
- firecrawl-2
- version
- 1.0.0
- author
- captmarbles
Files
SKILL.md and 1 other file in skills/firecrawl-2 of sundial-org/awesome-openclaw-skills.
- SKILL.md
- fc.py
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Firecrawl 2 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 2 this skillsundial-org/awesome-openclaw-skills | 663 | — | ~698 | Automated safety check: Pass | None | |
| Firecrawl Scrapefirecrawl/skills | 117 | — | ~1.8k | Automated safety check: Pass | ISC | |
| Firecrawl Agentfirecrawl/skills | 117 | — | ~1.2k | Automated safety check: Pass | ISC | |
| Firecrawl Company Directoriesfirecrawl/skills | 117 | — | ~557 | Automated safety check: Pass | ISC | |
| Firecrawl Competitive Intelfirecrawl/skills | 117 | — | ~604 | Automated safety check: Pass | ISC | |
| Firecrawlzapier/connectors | 176 | — | ~4.2k | Automated safety check: Pass | Elastic-2.0 |
Similar skills
Firecrawl Agent
firecrawl/skills
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Firecrawl Company Directories
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Firecrawl Competitive Intel
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Monitor competitor pricing, features, changelogs, dashboards, and product changes with Firecrawl.
- Official
Firecrawl
zapier/connectors
Agent-callable Firecrawl tools — scrape a URL to clean Markdown, crawl a site, search the web, map site URLs, and extract structured data.
SEO Firecrawl
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Ad-hoc web scraping, site mapping, and full-site crawling via Firecrawl MCP.
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Related
Works with
Categories
Questions about Firecrawl 2
What does Firecrawl 2 do?
Web scraping and crawling with Firecrawl API. An agent skill from sundial-org/awesome-openclaw-skills. Firecrawl 2 is an agent skill from sundial-org/awesome-openclaw-skills. Web scraping and crawling with Firecrawl API.
When should I use Firecrawl 2?
Firecrawl 2 fits situations like: the user needs to scrape a URL; get current web info; capture a screenshot; extract specific data from pages.
How do I install Firecrawl 2 in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill firecrawl-2 -a claude-code`. Or copy the skill folder (skills/firecrawl-2 in sundial-org/awesome-openclaw-skills) into .claude/skills/firecrawl-2 in your project. Claude Code loads it when a task matches its description.
How do I install Firecrawl 2 in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill firecrawl-2 -a codex`. Or copy the skill folder (skills/firecrawl-2 in sundial-org/awesome-openclaw-skills) into .agents/skills/firecrawl-2 in your project. Codex loads it when a task matches its description.
Can I use Firecrawl 2 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 sundial-org/awesome-openclaw-skills --skill firecrawl-2 -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-2, .gemini/skills/firecrawl-2, .github/skills/firecrawl-2 and .opencode/skills/firecrawl-2 in your project.
What does Firecrawl 2 need to run?
Going by SKILL.md and its folder, Firecrawl 2 needs Python for the scripts in its folder, the command-line tools its instructions call (python3 and pip3) and credentials named FIRECRAWL_API_KEY. Our summary lists: Python 3; A credential in FIRECRAWL_API_KEY.
Does Firecrawl 2 access the network?
SKILL.md names 1 domain. As links in the text: firecrawl.dev. This is read from the text; nothing was executed.
Is Firecrawl 2 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 2 use?
No licence was found for Firecrawl 2 or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Firecrawl 2 use?
About 698 tokens (SKILL.md is roughly 2.8k 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 2?
Skills that share tags, products or a category with Firecrawl 2: Firecrawl Scrape (firecrawl/skills, 117 stars), Firecrawl Agent (firecrawl/skills, 117 stars), Firecrawl Company Directories (firecrawl/skills, 117 stars) and Firecrawl Competitive Intel (firecrawl/skills, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Firecrawl 2?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on March 7, 2026.
Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.