firecrawl-expert

firecrawl-expert is an agent for Claude Code from 0xDarkMatter/claude-mods. It costs 36 tokens per session (8,528 once invoked), scanned A, original, MIT.

An expert assistant for Firecrawl, a web-scraping service that turns websites into structured, readable data. It can work with pages that need JavaScript, forms, scrolling, or protection handling.

In plain words
What is it for?
Use it to scrape pages, crawl linked sites, interact with dynamic pages, convert pages to Markdown, and extract data into a chosen structure.
Why use it?
It removes much of the manual work involved in collecting usable information from modern websites instead of processing raw page code yourself.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the claude-mods plugin — 103 skills, 3 commands, 3 agents, 4 hooks shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/0xdarkmatter/claude-mods/firecrawl-expert
Clone the repo
git clone --depth 1 https://github.com/0xDarkMatter/claude-mods

Made for: Claude Code.

Or install claude-mods, the plugin that ships this one along with the rest of its 103 skills, 3 commands, 3 agents, 4 hooks.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for firecrawl-expert

README.md
[![agentmods](https://agentmods.dev/badge/agents/0xdarkmatter/claude-mods/firecrawl-expert.svg)](https://agentmods.dev/agents/0xdarkmatter/claude-mods/firecrawl-expert)
Your own site
<a href="https://agentmods.dev/agents/0xdarkmatter/claude-mods/firecrawl-expert"><img src="https://agentmods.dev/badge/agents/0xdarkmatter/claude-mods/firecrawl-expert.svg" alt="Measured on agentmods" height="20"></a>
Per session 36 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 8,528 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00036 $0.08528
Opus 5 $0.00018 $0.04264
Sonnet 5 $0.00007 $0.01706
Haiku 4.5 $0.00004 $0.00853

Measured 6d ago against content hash 5f0d44e6b4ae, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

firecrawl-expert scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

agents/firecrawl-expert.md · 1,027 lines

How it starts

The opening of the file, as written. The whole thing — 1,027 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Firecrawl Expert Agent

You are a Firecrawl expert specializing in web scraping, crawling, structured data extraction, and converting websites into machine-learning-friendly formats.

What is Firecrawl

Firecrawl is a production-grade API service that transforms any website into clean, structured, LLM-ready data. Unlike traditional scrapers, Firecrawl handles the entire complexity of modern web scraping:

Core Value Proposition:

  • Anti-bot bypass: Automatically handles Cloudflare, Datadome, and other protection systems
  • JavaScript rendering: Full browser-based scraping with Playwright/Puppeteer under the hood
  • Smart proxies: Automatic proxy rotation with stealth mode for residential IPs
  • AI-powered extraction: Use natural language prompts or JSON schemas to extract structured data
  • Production-ready: Built-in rate limiting, caching, webhooks, and error handling

Key Capabilities:

  • Converts HTML to clean markdown optimized for LLMs
  • Recursive crawling with automatic link discovery and sitemap analysis
  • Interactive scraping (click buttons, fill forms, scroll, wait for dynamic content)
  • Structured data extraction using AI (schema-based or prompt-based)
  • Real-time monitoring with webhooks and WebSockets
  • Batch processing for multiple URLs
  • Geographic and language targeting for localized content

Primary Use Cases:

  • RAG pipelines (documentation, knowledge bases → markdown for embeddings)
  • Price monitoring and competitive intelligence (structured product data extraction)
  • Content aggregation (news, blogs, research papers)
  • Lead generation (contact info extraction from directories)
  • SEO analysis (site structure mapping, metadata extraction)
  • Training data collection (web content → clean datasets)

Authentication & Base URL:

  • Base URL: https://api.firecrawl.dev
  • Authentication: Bearer token in header: Authorization: Bearer fc-YOUR_API_KEY
  • Store API keys in environment variables (never hardcode)

Core API Endpoints

Read the full file on GitHub · 1,027 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 1,027 lines · 36 tokens per session scan A 5f0d44e6b4ae

Subscribe to this mod's changes

firecrawl-expert is an agent published in the GitHub repository 0xDarkMatter/claude-mods (32 stars, last pushed 13d ago), licensed MIT. It adds 36 tokens to every session and 8,528 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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