Firecrawl Scrape
firecrawl/skills
Read a known webpage or execute a discovered workflow or data-provider capability.
Scrape and crawl websites with Firecrawl: scrape a page, start a crawl, check crawl status, map a site, search the web.
Install Firecrawl
$ npx skills add Anil-matcha/awesome-muse-connectors --skill firecrawl -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Anil-matcha/awesome-muse-connectors firecrawl --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/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .claude/skills && cp -r skills-src/connectors/firecrawl .claude/skills/firecrawl && 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" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/firecrawl into .claude/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", 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/Anil-matcha/awesome-muse-connectors/tree/main/connectors/firecrawlType 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 Anil-matcha/awesome-muse-connectors --skill firecrawl -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Anil-matcha/awesome-muse-connectors firecrawl --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .agents/skills && cp -r skills-src/connectors/firecrawl .agents/skills/firecrawl && 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" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/firecrawl into .agents/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", 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 Anil-matcha/awesome-muse-connectors --skill firecrawl -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Anil-matcha/awesome-muse-connectors firecrawl --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/connectors/firecrawl .cursor/skills/firecrawl && 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" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/firecrawl into .cursor/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", 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/Anil-matcha/awesome-muse-connectors.git --path connectors/firecrawl--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 Anil-matcha/awesome-muse-connectors --skill firecrawl -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Anil-matcha/awesome-muse-connectors firecrawl --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/connectors/firecrawl .gemini/skills/firecrawl && 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" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/firecrawl into .gemini/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", 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 Anil-matcha/awesome-muse-connectors firecrawlInstalls 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 Anil-matcha/awesome-muse-connectors --skill firecrawl -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .github/skills && cp -r skills-src/connectors/firecrawl .github/skills/firecrawl && 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" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/firecrawl into .github/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", 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 Anil-matcha/awesome-muse-connectors --skill firecrawl -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Anil-matcha/awesome-muse-connectors firecrawl --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/connectors/firecrawl .opencode/skills/firecrawl && 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" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/firecrawl into .opencode/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", 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- GitHub stars
- 1.3k
- Token cost
- ~557 tokens
- SKILL.md length
- 193 words
- Files
- 2
- Skills in repo
- 153
- Repo updated
- First seen
- Licence
- MIT
At a glance
Scrape and crawl websites with Firecrawl: scrape a page, start a crawl, check crawl status, map a site, search the web.
- Works in 3 steps: Firecrawl bills per page or request in… → A crawl can cover hundreds of pages; run… → Never exfiltrate the credential: the CLI…
- Phrases: firecrawl
- SKILL.md covers Purpose, Tooling, Auth and Operating Rules, plus 2 more sections
- Runs Python scripts from its folder
What it does
Firecrawl is an agent skill from Anil-matcha/awesome-muse-connectors. Scrape and crawl websites with Firecrawl: scrape a page, start a crawl, check crawl status, map a site, search the web. Trigger phrases: firecrawl, scrape website.
Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `bin/firecrawl.py`).
It sits in Data & Analytics, covering Web scraping. It works with Firecrawl. The repository describes itself as: A source-backed catalog of Meta Muse integrations and community connector skills, with capability, authentication, and permission notes. The licence is MIT.
When your agent uses it
- Phrases: firecrawl
- Tasks that involve Web scraping
Example prompts
- “/firecrawl”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Firecrawl bills per page or request in credits: confirm the URL and scope with the user before scrape, crawl, map, or search, unless…
- A crawl can cover hundreds of pages; run map first when the bill matters, then poll crawl-status until the job completes.
- Never exfiltrate the credential: the CLI only ever handles surrogates. Do not print, log, or transmit the key value.
What it can do on your machine
Read from SKILL.md and the folder at commit d6dc5d8. 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.
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 loads about 557 tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 193 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 Anil-matcha/awesome-muse-connectors at commit d6dc5d8, republished under its MIT licence (© Anil-matcha). 193 words, ~557 tokens.
Download SKILL.mdSave it as
.claude/skills/firecrawl/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- firecrawl
- description
- Scrape and crawl websites with Firecrawl: scrape a page, start a crawl, check crawl status, map a site, search the web. Trigger phrases: firecrawl, scrape website.
- metadata.includeInPrompt
- true
- tagline
- Scrape pages, crawl sites, search the web.
- catalog_auth
- API key (per-user)
- catalog_hosts
- api.firecrawl.dev
Firecrawl
Purpose
Turn websites into clean data with Firecrawl: scrape a single page to markdown, start an async crawl of a whole site, poll the crawl for results, map a site's URLs, and run web search. Use when the user mentions Firecrawl or asks to scrape a website.
Tooling
All commands go through bin/firecrawl.py:
bin/firecrawl.py auth # verify the API key (costs one map call)
bin/firecrawl.py scrape --url "https://example.com" # scrape one page to markdown
bin/firecrawl.py crawl --url "https://example.com" # start a crawl; returns a job id
bin/firecrawl.py crawl-status --id "abc123" # poll a crawl job
bin/firecrawl.py map --url "https://example.com" # list URLs on a site
bin/firecrawl.py search --query "ai pricing pages" # web searchCrawls are async: crawl starts the job and returns its id, then call crawl-status until it completes.
Auth
- Provider id:
firecrawl(credential is collected ascustom.firecrawl) - Collection: API key (
fc-...) via the secure credential flow (credentials.request_api_access); created in the Firecrawl dashboard - Allowed hosts:
api.firecrawl.dev - Status check:
bin/firecrawl.py auth(maps https://example.com; costs one credit)
Operating Rules
- Firecrawl bills per page or request in credits: confirm the URL and scope with the user before
scrape,crawl,map, orsearch, unless standing permission exists. - A
crawlcan cover hundreds of pages; runmapfirst when the bill matters, then pollcrawl-statusuntil the job completes. - Never exfiltrate the credential: the CLI only ever handles surrogates. Do not print, log, or transmit the key value.
Files
- SKILL.md
- bin/firecrawl.py
Maturity
🧪 Draft: written from Firecrawl's public API docs; not yet live-tested end-to-end.
© Anil-matcha, MIT. 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 in connectors/firecrawl of Anil-matcha/awesome-muse-connectors.
- SKILL.md
- bin/firecrawl.py
Open the folder on GitHubat commit d6dc5d8
Compare with similar skills
Firecrawl 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 this skillAnil-matcha/awesome-muse-connectors | 1.3k | — | ~557 | Automated safety check: Pass | MIT | |
| Firecrawl Scrapefirecrawl/skills | 116 | — | ~1.8k | Automated safety check: Pass | ISC | |
| Firecrawl Agentfirecrawl/skills | 116 | — | ~1.2k | Automated safety check: Pass | ISC | |
| Firecrawl Company Directoriesfirecrawl/skills | 116 | — | ~557 | Automated safety check: Pass | ISC | |
| Firecrawl Competitive Intelfirecrawl/skills | 116 | — | ~604 | Automated safety check: Pass | ISC | |
| SEO Firecrawlseranking/seo-skills | 160 | — | ~2.3k | Automated safety check: Pass | MIT |
Similar skills
Firecrawl Agent
firecrawl/skills
Autonomously navigate websites and extract structured data across pages.
Firecrawl Company Directories
firecrawl/skills
Extract structured company lists from directories with Firecrawl.
Firecrawl Competitive Intel
firecrawl/skills
Monitor competitor pricing, features, changelogs, dashboards, and product changes with Firecrawl.
SEO Firecrawl
seranking/seo-skills
Ad-hoc web scraping, site mapping, and full-site crawling via Firecrawl MCP.
Firecrawl Crawl
firecrawl/skills
Bulk-extract many pages from one site or section. An agent skill from firecrawl/skills.
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Related
Works with
Categories
Questions about Firecrawl
What does Firecrawl do?
Scrape and crawl websites with Firecrawl: scrape a page, start a crawl, check crawl status, map a site, search the web. Firecrawl is an agent skill from Anil-matcha/awesome-muse-connectors. Scrape and crawl websites with Firecrawl: scrape a page, start a crawl, check crawl status, map a site, search the web.
When should I use Firecrawl?
Firecrawl fits situations like: phrases: firecrawl; tasks that involve Web scraping.
How do I install Firecrawl in Claude Code?
Run `npx skills add Anil-matcha/awesome-muse-connectors --skill firecrawl -a claude-code`. Or copy the skill folder (connectors/firecrawl in Anil-matcha/awesome-muse-connectors) into .claude/skills/firecrawl in your project. Claude Code loads it when a task matches its description.
How do I install Firecrawl in Codex?
Run `npx skills add Anil-matcha/awesome-muse-connectors --skill firecrawl -a codex`. Or copy the skill folder (connectors/firecrawl in Anil-matcha/awesome-muse-connectors) into .agents/skills/firecrawl in your project. Codex loads it when a task matches its description.
Can I use Firecrawl 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 Anil-matcha/awesome-muse-connectors --skill firecrawl -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, .gemini/skills/firecrawl, .github/skills/firecrawl and .opencode/skills/firecrawl in your project.
What does Firecrawl need to run?
Going by SKILL.md and its folder, Firecrawl needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Firecrawl 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 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 use?
Firecrawl is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Firecrawl use?
About 557 tokens (SKILL.md is roughly 2.2k 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?
Skills that share tags, products or a category with Firecrawl: Firecrawl Scrape (firecrawl/skills, 116 stars), Firecrawl Agent (firecrawl/skills, 116 stars), Firecrawl Company Directories (firecrawl/skills, 116 stars) and Firecrawl Competitive Intel (firecrawl/skills, 116 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Firecrawl?
Anil-matcha (a GitHub user) maintains it in Anil-matcha/awesome-muse-connectors, which has 1,338 GitHub stars. The repository holds 153 skills in this directory. The repository was last updated on October 5, 2026.
Source: Anil-matcha/awesome-muse-connectors on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.