Firecrawl Agent
firecrawl/skills
Autonomously navigate websites and extract structured data across pages.
AI-powered autonomous data extraction that navigates complex sites and returns structured JSON.
Install Firecrawl Agent
$ npx skills add aiskillstore/marketplace --skill firecrawl-agent -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace firecrawl-agent --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-agent .claude/skills/firecrawl-agent && 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" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-agent into .claude/skills/firecrawl-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-agent", 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-agentType 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-agent -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace firecrawl-agent --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-agent .agents/skills/firecrawl-agent && 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" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-agent into .agents/skills/firecrawl-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-agent", 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-agent -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace firecrawl-agent --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-agent .cursor/skills/firecrawl-agent && 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" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-agent into .cursor/skills/firecrawl-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-agent", 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-agent--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-agent -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace firecrawl-agent --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-agent .gemini/skills/firecrawl-agent && 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" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-agent into .gemini/skills/firecrawl-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-agent", 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-agentInstalls 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-agent -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-agent .github/skills/firecrawl-agent && 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" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-agent into .github/skills/firecrawl-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-agent", 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-agent -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-agent --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-agent .opencode/skills/firecrawl-agent && 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" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/firecrawl/firecrawl-agent into .opencode/skills/firecrawl-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl-agent", 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-agent- GitHub stars
- 430
- Used in
- 1 other repo
- Token cost
- ~687 tokens
- SKILL.md length
- 173 words
- Files
- 2
- Skills in repo
- 1,108
- Repo updated
- First seen
- Licence
- None found
At a glance
AI-powered autonomous data extraction that navigates complex sites and returns structured JSON.
- The user wants structured data from websites
- 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
- Needs to extract pricing tiers
What it does
Firecrawl Agent is an agent skill from aiskillstore/marketplace. AI-powered autonomous data extraction that navigates complex sites and returns structured JSON. Use this skill when the user wants structured data from websites, needs to extract pricing tiers, product listings, directory entries, or any data as JSON with a schema. Triggers on "extract structured data", "get all the products", "pull pricing info", "extract as JSON", or when the user provides a JSON schema for website data. More powerful than simple scraping for multi-page structured extraction.
Its SKILL.md is about 690 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 and Schema markup. It works with Firecrawl. 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 wants structured data from websites
- Needs to extract pricing tiers
- Product listings
- Directory entries
Example prompts
- “extract structured data”
- “get all the products”
- “pull pricing info”
- “/firecrawl-agent”
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 ad8daf7. 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 Agent loads about 687 tokens when it runs. Until then it costs about 129 tokens; SKILL.md has 173 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 173 words (~687 tokens).
“AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes).”
- name
- firecrawl-agent
- allowed-tools
- Bash(firecrawl *), Bash(npx firecrawl *)
Files
SKILL.md and 1 other file in skills/firecrawl/firecrawl-agent of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit ad8daf7
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 Agent 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 Agent this skillaiskillstore/marketplace | 430 | 1 repos | ~687 | Automated safety check: Pass | None | |
| Firecrawl Agentfirecrawl/skills | 116 | — | ~1.2k | Automated safety check: Pass | ISC | |
| SEO Firecrawlseranking/seo-skills | 160 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Web Scrapersandbaseai/sandbase-skills | 201 | — | ~746 | Automated safety check: Pass | Apache-2.0 | |
| Firecrawl Alexandriafirecrawl/skills | 116 | — | ~1.6k | Automated safety check: Pass | ISC | |
| Firecrawl Lead Genfirecrawl/skills | 116 | — | ~498 | Automated safety check: Pass | ISC |
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Firecrawl Alexandria
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Find a direct path to structured data through ready-made workflows, data APIs, and indexes.
Firecrawl Lead Gen
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Generate structured lead lists from prospect databases and web directories with Firecrawl browser.
Web Scraper
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Extract structured data from websites. An agent skill from guia-matthieu/clawfu-skills.
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Related
Works with
Categories
Questions about Firecrawl Agent
What does Firecrawl Agent do?
AI-powered autonomous data extraction that navigates complex sites and returns structured JSON. Firecrawl Agent is an agent skill from aiskillstore/marketplace. AI-powered autonomous data extraction that navigates complex sites and returns structured JSON.
When should I use Firecrawl Agent?
Firecrawl Agent fits situations like: the user wants structured data from websites; needs to extract pricing tiers; product listings; directory entries.
How do I install Firecrawl Agent in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill firecrawl-agent -a claude-code`. Or copy the skill folder (skills/firecrawl/firecrawl-agent in aiskillstore/marketplace) into .claude/skills/firecrawl-agent in your project. Claude Code loads it when a task matches its description.
How do I install Firecrawl Agent in Codex?
Run `npx skills add aiskillstore/marketplace --skill firecrawl-agent -a codex`. Or copy the skill folder (skills/firecrawl/firecrawl-agent in aiskillstore/marketplace) into .agents/skills/firecrawl-agent in your project. Codex loads it when a task matches its description.
Can I use Firecrawl Agent 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-agent -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-agent, .gemini/skills/firecrawl-agent, .github/skills/firecrawl-agent and .opencode/skills/firecrawl-agent in your project.
What does Firecrawl Agent need to run?
SKILL.md names no scripts, command-line tools or credentials: Firecrawl Agent is instructions for the agent only. Our summary lists: Node.js. Its frontmatter pre-approves these tools: Bash(firecrawl *), Bash(npx firecrawl *).
Does Firecrawl Agent 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 Agent 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 Agent use?
No licence was found for Firecrawl Agent or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Firecrawl Agent use?
About 687 tokens (SKILL.md is roughly 2.7k 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 Agent?
Skills that share tags, products or a category with Firecrawl Agent: Firecrawl Agent (firecrawl/skills, 116 stars), SEO Firecrawl (seranking/seo-skills, 160 stars), Web Scraper (sandbaseai/sandbase-skills, 201 stars) and Firecrawl Alexandria (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 Agent?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,108 skills in this directory. The repository was last updated on October 7, 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.