Agent-Skills.md

Agent Skills: Firecrawl MCP Skill

Firecrawl MCP for web scraping and search. Data-mined from 663 calls: scrape (383), search (254), map (9), crawl (5).

UncategorizedID: plurigrid/asi/firecrawl-patterns

Repository

plurigrid/asi
plurigridLicense: MIT
165

Install this agent skill to your local

pnpm dlx add-skill https://github.com/plurigrid/asi/tree/HEAD/skills/firecrawl-patterns

Skill Files

Browse the full folder contents for firecrawl-patterns.

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skills/firecrawl-patterns/SKILL.md

Skill Metadata

Name
firecrawl-patterns
Description
"Firecrawl MCP for web scraping and search. Data-mined from 663 calls: scrape (383), search (254), map (9), crawl (5)."

Firecrawl MCP Skill

Data-Mined Usage (663 calls)

Tool Frequency

| Tool | Calls | Use Case | |------|-------|----------| | firecrawl_scrape | 383 (58%) | Extract content from specific URLs | | firecrawl_search | 254 (38%) | Web search with content extraction | | firecrawl_map | 9 | Site map discovery | | firecrawl_crawl | 5 | Multi-page crawling | | firecrawl_check_crawl_status | 6 | Async crawl polling | | firecrawl_extract | 2 | Structured extraction | | firecrawl_agent | 4 | Agent-based scraping |

Top Scraped Domains (by frequency)

| Domain | Pattern | |--------|---------| | arxiv.org | Papers (PDF + abs pages) | | github.com | Repos, READMEs, specific files | | skills.sh | Skill registry | | clockssugars.blog | Applied category theory | | soft-machine.io | Project docs | | sign.kernel.community | Kernel signing | | book.jank-lang.org | Jank documentation | | ziglang.org | Zig std library docs | | tweag.io | Blog posts (CodeQL, etc) | | sciencedirect.com | Academic 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 scrape
  • firecrawl + exa + deepwiki (3 sessions): Full research pipeline
  • firecrawl + exa + tree-sitter (2 sessions): Scrape + code analysis
  • firecrawl 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"