seo-firecrawl
Full-site crawling, scraping, and site mapping via Firecrawl MCP
Install / Use
npx skills add AgriciDaniel/claude-seo --skill seo-firecrawlInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
MarketingSupported Platforms
Our assessment of seo-firecrawl
seo-firecrawl scores 92/100 on our quality scale, 39th of 175 Marketing skills we index (top 23%).
Its SKILL.md is 7.9 KB long, well organised into 14 sections with 3 code examples: a thorough specification that gives an agent plenty to work with.
With 17,676 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 2 days ago, so seo-firecrawl is actively maintained.
- Our last check on 2026-08-30 found the source still online.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-09-26. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
seo-firecrawl compared with similar skills
All 4 of these similar skills score higher than seo-firecrawl; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| seo-firecrawl (this skill)by AgriciDaniel | 92 | 17.7k | 2d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.4k | 10d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 73.8k | today | CLAUDE.md |
| rufloby ruvnet | 100 | 73.3k | 1d ago | CLAUDE.md |
| CowAgentby zhayujie | 100 | 47.1k | today | CLAUDE.md |
Frequently asked questions
- How do I install seo-firecrawl?
- Run
npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl. The install tabs above show the steps for each supported agent. - Which AI agents does seo-firecrawl work with?
- It is written for Claude Code, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is seo-firecrawl safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is seo-firecrawl still maintained?
- The repository was last updated 2 days ago, so seo-firecrawl is actively maintained.
Skill content
View source on GitHubname: seo-firecrawl description: > Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says "crawl site", "map site", "full crawl", "find all pages", "broken links", "site structure", "discover pages", "JS rendering", or needs site-wide analysis. user-invocable: true argument-hint: "[command] <url>" license: MIT compatibility: "Requires Firecrawl MCP server" metadata: author: AgriciDaniel version: "2.2.4" category: seo
Firecrawl Extension for Claude SEO
This skill requires the Firecrawl extension to be installed:
./extensions/firecrawl/install.sh
Check availability: Before using any Firecrawl tool, verify the MCP server
is connected by checking if firecrawl_scrape or any Firecrawl tool
is available. If tools are not available, inform the user the extension is not
installed and provide install instructions.
Quick Reference
| Command | Purpose |
|---------|---------|
| /seo firecrawl crawl <url> | Full-site crawl with content extraction |
| /seo firecrawl map <url> | Discover site structure (URLs only, fast) |
| /seo firecrawl scrape <url> | Single-page scrape with JS rendering |
| /seo firecrawl search <query> <url> | Search within a crawled site |
Commands
crawl -- Full-Site Crawl
Crawl an entire website starting from the given URL. Returns page content, metadata, and links for all discovered pages.
MCP Tool: firecrawl_crawl
Parameters:
url(required): Starting URL to crawllimit: Max pages to crawl (default: 100, max: 500)maxDepth: Max link depth from start URL (default: 3)includePaths: Array of glob patterns to include (e.g.,["/blog/*"])excludePaths: Array of glob patterns to exclude (e.g.,["/admin/*", "/api/*"])scrapeOptions.formats: Output formats --["markdown", "html", "links"]
SEO Usage Patterns:
- Comprehensive audit crawl: Crawl full site, extract all pages for subagent analysis
- Section-focused crawl: Use
includePathsto audit only/blog/*or/products/* - Broken link detection: Crawl with
["links"]format, check all hrefs for 404s - Content inventory: Extract all page titles, meta descriptions, H1s at scale
- SPA/JS-rendered sites: Firecrawl renders JavaScript, solving the Issue #11 problem
Example orchestration for /seo audit:
1. firecrawl_map(url) -> get all URLs (fast, no content)
2. Filter to top 50 most important pages (homepage, key sections)
3. firecrawl_crawl(url, limit=50) -> get full content
4. Feed content to seo-technical, seo-content, seo-schema agents
Cost awareness:
- Free tier: 500 credits/month
- 1 credit = 1 page crawled or scraped
- Map operations are cheaper (0.5 credits per URL discovered)
- Always inform user of estimated credit usage before large crawls
map -- Site Structure Discovery
Discover all URLs on a website without fetching content. Fast and credit-efficient.
MCP Tool: firecrawl_map
Parameters:
url(required): Website URL to maplimit: Max URLs to discover (default: 5000)search: Optional search term to filter URLs
SEO Usage Patterns:
- Sitemap comparison: Map site, compare discovered URLs vs XML sitemap
- Orphan page detection: URLs in sitemap but not linked from any page
- Crawl budget analysis: Total indexable pages vs pages linked from homepage
- URL pattern analysis: Identify URL structure patterns, duplicates, parameter bloat
- Pre-audit discovery: Run map first, then targeted crawl on key sections
Output: Array of URLs. Present as:
Site: example.com
Pages discovered: 342
URL Pattern Breakdown:
/blog/* - 128 pages (37%)
/products/* - 89 pages (26%)
/category/* - 45 pages (13%)
/pages/* - 32 pages (9%)
/ (root pages) - 48 pages (14%)
scrape -- Single-Page Deep Scrape
Scrape a single page with full JavaScript rendering. More thorough than
fetch_page.py because it executes JS and waits for dynamic content.
MCP Tool: firecrawl_scrape
Parameters:
url(required): Page URL to scrapeformats: Output formats --["markdown", "html", "links", "screenshot"]onlyMainContent: Strip nav/footer/sidebar (default: true)waitFor: CSS selector or milliseconds to wait for contenttimeout: Request timeout in ms (default: 30000)actions: Browser actions before scraping (click, scroll, wait)
SEO Usage Patterns:
- SPA content extraction: Scrape JS-rendered React/Vue/Angular pages
- Dynamic content audit: Pages with lazy-loaded content below the fold
- Paywall/login detection: Identify content behind authentication walls
- Main content extraction: Use
onlyMainContentfor clean E-E-A-T analysis - Screenshot capture: Use
screenshotformat for visual analysis
When to use scrape vs fetch_page.py:
| Scenario | Use |
|----------|-----|
| Static HTML page | fetch_page.py (no API cost) |
| JS-rendered SPA | firecrawl_scrape (renders JS) |
| Need response headers | fetch_page.py (returns headers) |
| Need clean markdown | firecrawl_scrape (better extraction) |
| Rate-limited/blocked | firecrawl_scrape (handles anti-bot) |
search -- Site-Scoped Search
Search within a website for specific content. Useful for finding pages related to a topic without crawling everything.
MCP Tool: firecrawl_search
Parameters:
query(required): Search queryurl(required): Website to search withinlimit: Max results (default: 10)scrapeOptions.formats: Output format for matched pages
SEO Usage Patterns:
- Content gap validation: Search for a keyword on the site to check if content exists
- Internal linking opportunities: Find pages mentioning a topic that could link to each other
- Duplicate content detection: Search for key phrases to find near-duplicates
- Competitor content research: Search competitor site for specific topics
Cross-Skill Integration
With seo-audit (full audit)
When Firecrawl is available during /seo audit:
- Use
firecrawl_mapto discover all site URLs - Compare with XML sitemap (seo-sitemap) to find orphan/missing pages
- Select top pages for deep analysis
- Feed crawled content to all subagents (technical, content, schema, geo)
- Report total crawlable pages, URL patterns, and crawl depth
With seo-technical
- Broken link detection: crawl all internal links, check for 404s
- Redirect chain mapping: follow all redirects, flag chains > 2 hops
- Mixed content detection: check HTTP resources on HTTPS pages
- Canonical verification: compare canonical URLs with actual URLs
With seo-sitemap
- Sitemap coverage: % of crawled pages present in sitemap
- Orphan pages: pages found by crawl but missing from sitemap
- Stale sitemap entries: URLs in sitemap that return 404/410
With seo-content
- Content extraction: feed clean markdown to E-E-A-T analysis
- Thin content detection: identify pages with < 300 words at scale
- Duplicate content: compare content across pages for near-duplicates
With seo-schema
- Schema extraction: pull JSON-LD from all crawled pages
- Schema coverage: % of pages with structured data
- Schema validation: batch-validate extracted schemas
Error Handling
| Error | Cause | Resolution |
|-------|-------|-----------|
| FIRECRAWL_API_KEY not set | MCP not configured | Run ./extensions/firecrawl/install.sh |
| 402 Payment Required | Credits exhausted | Check usage at firecrawl.dev/app, upgrade plan |
| 429 Too Many Requests | Rate limited | Wait 60s, reduce crawl concurrency |
| 408 Timeout | Page too slow to render | Increase timeout, try without JS rendering |
| 403 Forbidden | Site blocks crawling | Check robots.txt, may need to skip this site |
Graceful fallback: If Firecrawl is unavailable, inform the user and suggest:
- Use
fetch_page.pyfor single-page analysis (no API cost) - Use
WebFetchtool for basic HTML retrieval - Install Firecrawl:
./extensions/firecrawl/install.sh
Related Skills
Agent-Reach
85.4kGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
headroom
73.8kCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
ruflo
73.3k🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
CowAgent
47.1kOpen-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel. Lightweight, extensible, one-line install.
Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
