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.
npx skills add RudraDudhat2509/claude-skills --skill firecrawl-build-scrapegit clone --depth 1 https://github.com/RudraDudhat2509/claude-skillsWrote 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.
[](https://agentmods.dev/skills/rudradudhat2509/claude-skills/firecrawl-build-scrape)<a href="https://agentmods.dev/skills/rudradudhat2509/claude-skills/firecrawl-build-scrape"><img src="https://agentmods.dev/badge/skills/rudradudhat2509/claude-skills/firecrawl-build-scrape/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/rudradudhat2509/claude-skills/firecrawl-build-scrape"><img src="https://agentmods.dev/badge/skills/rudradudhat2509/claude-skills/firecrawl-build-scrape.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00062 | $0.00739 |
| Opus 5.5 | $0.00025 | $0.00296 |
| Sonnet 5.5 | $0.00012 | $0.00148 |
| Haiku 4.5 | $0.00006 | $0.00074 |
Grade A, and why
firecrawl-build-scrape scanned grade A with 1 finding 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 1mo 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- **cURL / REST**: [docs.firecrawl.dev/agent-source-of-truth/curl](https://docs.firecrawl.dev/agent-source-of-truth/curl) How it starts
The opening of the file, as written. The whole thing — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Firecrawl Build Scrape
Use this when the application already has the URL and needs content from one page.
Use This When
- the feature starts from a known URL
- you need page content for retrieval, summarization, enrichment, or monitoring
- you want the default extraction primitive before considering
/interact
Default Recommendations
- Return
markdownunless the feature truly needs another format. - Use
onlyMainContentfor article-like pages where nav and chrome add noise. - Add waits or other rendering options only when the page needs them.
Common Product Patterns
- knowledge ingestion from known URLs
- enrichment from a company, product, or docs page
- pricing, changelog, and documentation extraction
- page-level quality checks or monitoring
Escalation Rules
- If you do not have the URL yet, start with firecrawl-build-search.
- If content requires clicks, typing, or multi-step navigation, escalate to firecrawl-build-interact.
Implementation Notes
- Keep the integration narrow: one feature, one URL, one extraction contract.
- Treat
/scrapeas the default primitive for downstream LLM or indexing pipelines. - Request richer formats only when the consumer needs them, such as links, screenshots, or branding data.
Docs (Source of Truth)
Read the source-of-truth page for your project language before writing integration code:
- Node / TypeScript: docs.firecrawl.dev/agent-source-of-truth/node
- Python: docs.firecrawl.dev/agent-source-of-truth/python
- Rust: docs.firecrawl.dev/agent-source-of-truth/rust
- Java: docs.firecrawl.dev/agent-source-of-truth/java
- Elixir: docs.firecrawl.dev/agent-source-of-truth/elixir
- cURL / REST: docs.firecrawl.dev/agent-source-of-truth/curl
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.
- 1mo ago First seen · 69 lines · 62 tokens per session scan A c85122ac58b7
firecrawl-build-scrape is a skill published in the GitHub repository RudraDudhat2509/claude-skills (2 stars, last pushed 2mo ago), licensed MIT. It adds 62 tokens to every session and 739 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
opencli-explorer
Use when creating a new OpenCLI adapter from scratch, adding support for a new website or platform, exploring a site's API endpoints via browser DevTools, or when a user asks to automatically generate a CLI for a website. Covers automated generation, API discovery workflow, authentication strategy selection, TS…
qiaomu-opencli-explorer
A guide for creating OpenCLI adapters for websites. An adapter is code that lets a command-line tool communicate with a particular website’s interfaces and data.
gakido
High-performance Python HTTP client with browser impersonation and anti-bot evasion. Use when the user needs to bypass bot detection, impersonate browsers with TLS fingerprinting, make HTTP/2/3 requests, or build web scrapers that evade anti-bot systems.
derive-client
Reverse-engineer a website's internal API by recording browser traffic into a HAR file, then generate a standalone client or CLI that calls the endpoints directly, with no browser needed after the first recording. Use when asked to "derive a client", "build a CLI for ", "reverse engineer this site's API", "record…
azure-messaging-webpubsub-java
Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.
wikipedia
Search and read Wikipedia via x wkp — MediaWiki API, no API key, zero install; query, extract, suggest, and DDG route in one module. Load for wiki, wikipedia, encyclopedia lookup, article summary.