File contents Firecrawl MCP Skill
Data-Mined Usage (663 calls)
Tool Frequency
Tool
Calls
Use Case
firecrawl_scrape383 (58%)
Extract content from specific URLs
firecrawl_search254 (38%)
Web search with content extraction
firecrawl_map9
Site map discovery
firecrawl_crawl5
Multi-page crawling
firecrawl_check_crawl_status6
Async crawl polling
firecrawl_extract2
Structured extraction
firecrawl_agent4
Agent-based scraping
Top Scraped Domains (by frequency)
Domain
Pattern
arxiv.orgPapers (PDF + abs pages)
github.comRepos, READMEs, specific files
skills.shSkill registry
clockssugars.blogApplied category theory
soft-machine.ioProject docs
sign.kernel.communityKernel signing
book.jank-lang.orgJank documentation
ziglang.orgZig std library docs
tweag.ioBlog posts (CodeQL, etc)
sciencedirect.comAcademic papers
Common Workflows
1. Research Pipeline (co-occurs with exa + deepwiki)
exa web_search → find URLs
→ firecrawl scrape → extract full content
→ deepwiki ask_question → cross-reference with repo docs
2. Paper Reading
firecrawl_scrape(url: "https://arxiv.org/pdf/XXXX.XXXXX")
3. Documentation Extraction
firecrawl_scrape(url: "https://docs.example.com/api")
4. Site Discovery
firecrawl_map(url: "https://example.com")
→ firecrawl_scrape (targeted pages)
Co-occurrence Patterns
firecrawl + exa (3 sessions): Search then scrapefirecrawl + exa + deepwiki (3 sessions): Full research pipelinefirecrawl + exa + tree-sitter (2 sessions): Scrape + code analysisfirecrawl standalone (4 sessions): Direct URL scraping
When to Use Firecrawl vs Other Tools
Need
Use
Specific URL content
firecrawl_scrape
Web search + content
firecrawl_search or exa web_search
GitHub repo docs
deepwiki ask_question (faster, free)
Simple page fetch
WebFetch (built-in, no MCP needed)
Full site crawl
firecrawl_crawl (async, check status)
Server Config
[mcp_servers.firecrawl]
url = "https://mcp.firecrawl.dev/fc-XXXXX/v2/mcp"
Converted and distributed by TomeVault — claim your Tome and manage your conversions.
1 --- 2 name: plurigrid-asi-firecrawl-patterns 3 description: Firecrawl MCP Skill 4 --- 5 6 # Firecrawl MCP Skill 7 8 ## Data-Mined Usage (663 calls) 9 10 ### Tool Frequency 11 | Tool | Calls | Use Case | 12 |------|-------|----------| 13 | `firecrawl_scrape` | 383 (58%) | Extract content from specific URLs | 14 | `firecrawl_search` | 254 (38%) | Web search with content extraction | 15 | `firecrawl_map` | 9 | Site map discovery | 16 | `firecrawl_crawl` | 5 | Multi-page crawling | 17 | `firecrawl_check_crawl_status` | 6 | Async crawl polling | 18 | `firecrawl_extract` | 2 | Structured extraction | 19 | `firecrawl_agent` | 4 | Agent-based scraping | 20 21 ### Top Scraped Domains (by frequency) 22 | Domain | Pattern | 23 |--------|---------| 24 | `arxiv.org` | Papers (PDF + abs pages) | 25 | `github.com` | Repos, READMEs, specific files | 26 | `skills.sh` | Skill registry | 27 | `clockssugars.blog` | Applied category theory | 28 | `soft-machine.io` | Project docs | 29 | `sign.kernel.community` | Kernel signing | 30 | `book.jank-lang.org` | Jank documentation | 31 | `ziglang.org` | Zig std library docs | 32 | `tweag.io` | Blog posts (CodeQL, etc) | 33 | `sciencedirect.com` | Academic papers | 34 35 ### Common Workflows 36 37 #### 1. Research Pipeline (co-occurs with exa + deepwiki) 38 ``` 39 exa web_search → find URLs 40 → firecrawl scrape → extract full content 41 → deepwiki ask_question → cross-reference with repo docs 42 ``` 43 44 #### 2. Paper Reading 45 ``` 46 firecrawl_scrape(url: "https://arxiv.org/pdf/XXXX.XXXXX") 47 ``` 48 49 #### 3. Documentation Extraction 50 ``` 51 firecrawl_scrape(url: "https://docs.example.com/api") 52 ``` 53 54 #### 4. Site Discovery 55 ``` 56 firecrawl_map(url: "https://example.com") 57 → firecrawl_scrape (targeted pages) 58 ``` 59 60 ### Co-occurrence Patterns 61 - **firecrawl + exa** (3 sessions): Search then scrape 62 - **firecrawl + exa + deepwiki** (3 sessions): Full research pipeline 63 - **firecrawl + exa + tree-sitter** (2 sessions): Scrape + code analysis 64 - **firecrawl standalone** (4 sessions): Direct URL scraping 65 66 ### When to Use Firecrawl vs Other Tools 67 | Need | Use | 68 |------|-----| 69 | Specific URL content | `firecrawl_scrape` | 70 | Web search + content | `firecrawl_search` or `exa web_search` | 71 | GitHub repo docs | `deepwiki ask_question` (faster, free) | 72 | Simple page fetch | `WebFetch` (built-in, no MCP needed) | 73 | Full site crawl | `firecrawl_crawl` (async, check status) | 74 75 ### Server Config 76 ```toml 77 [mcp_servers.firecrawl] 78 url = "https://mcp.firecrawl.dev/fc-XXXXX/v2/mcp" 79 ``` 80 81 --- 82 > Converted and distributed by [TomeVault](https://tomevault.io/claim/plurigrid) — claim your Tome and manage your conversions. 83 <!-- tomevault:4.0:skill_md:2026-04-11 -->
commit fa4d67942e
Frequently asked questions How do I install the Plurigrid Asi Firecrawl Patterns skill? Run npx skillmds@latest add tomevault-io/plurigrid-asi-firecrawl-patterns in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
What does the Plurigrid Asi Firecrawl Patterns skill do? Firecrawl MCP Skill It is listed under AI & ML on SkillMD.
Is Plurigrid Asi Firecrawl Patterns safe to use? This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
Which AI agents work with Plurigrid Asi Firecrawl Patterns? This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Is Plurigrid Asi Firecrawl Patterns free to use? Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.
Who published Plurigrid Asi Firecrawl Patterns? tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.
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