openrouter-compliance-review
Review OpenRouter integration for regulatory compliance (SOC2, GDPR,
firecrawl-cost-tuning
Optimize Firecrawl costs through crawl limits, format selection, caching,
Full skill instructions
Firecrawl charges credits per operation: 1 credit per scrape, 1 per crawled page, 1 per map call, and variable credits for extract (LLM usage). An unbounded crawl on a large site can consume thousands of credits in minutes. This skill covers concrete techniques to reduce credit consumption by 50-80%.
| Operation | Credits | Notes |
|---|---|---|
scrapeUrl | 1 | Per page, any format |
crawlUrl | 1 per page | Each discovered page costs 1 credit |
mapUrl | 1 | Regardless of URLs returned |
batchScrapeUrls | 1 per URL | Same as individual scrape |
extract | 5+ | LLM processing adds cost |
import FirecrawlApp from "@mendable/firecrawl-js";
const firecrawl = new FirecrawlApp({
apiKey: process.env.FIRECRAWL_API_KEY!,
});
// BAD: no limit — could crawl 100K pages
await firecrawl.crawlUrl("https://docs.large-project.org");
// Cost: potentially 100,000+ credits
// GOOD: bounded crawl
await firecrawl.crawlUrl("https://docs.large-project.org", {
limit: 50, // max 50 pages
maxDepth: 2, // only 2 levels deep
includePaths: ["/api/*"], // only API docs
excludePaths: ["/blog/*", "/changelog/*"],
scrapeOptions: { formats: ["markdown"] },
});
// Cost: max 50 credits
// If you know which pages you need, don't crawl — scrape them directly
const targetUrls = [
"https://docs.example.com/api/auth",
"https://docs.example.com/api/users",
"https://docs.example.com/api/billing",
];
// Cost: 3 credits (one per page)
const results = await firecrawl.batchScrapeUrls(targetUrls, {
formats: ["markdown"],
});
// vs crawling the whole docs site: potentially 500+ credits
// Map costs 1 credit and returns up to 30K URLs
const map = await firecrawl.mapUrl("https://docs.example.com");
// Cost: 1 credit
// Filter to only what you need
const apiDocs = (map.links || []).filter(url => url.includes("/api/"));
console.log(`${map.links?.length} total URLs, only ${apiDocs.length} are API docs`);
// Scrape only relevant pages
const results = await firecrawl.batchScrapeUrls(apiDocs.slice(0, 20), {
formats: ["markdown"],
});
// Cost: 1 (map) + 20 (scrape) = 21 credits
// vs blind crawl: could be 500+ credits
import { createHash } from "crypto";
const cache = new Map<string, { content: string; timestamp: number }>();
const CACHE_TTL = 24 * 3600 * 1000; // 24 hours
async function cachedScrape(url: string): Promise<string> {
const key = createHash("md5").update(url).digest("hex");
const cached = cache.get(key);
if (cached && Date.now() - cached.timestamp < CACHE_TTL) {
return cached.content; // Free — no API call
}
const result = await firecrawl.scrapeUrl(url, { formats: ["markdown"] });
if (result.markdown) {
cache.set(key, { content: result.markdown, timestamp: Date.now() });
}
return result.markdown || "";
}
// Typical savings: 50-80% credit reduction for recurring scrapes
set -euo pipefail
# Check current credit balance
curl -s https://api.firecrawl.dev/v1/team/credits \
-H "Authorization: Bearer $FIRECRAWL_API_KEY" | jq .
// Daily credit tracker
class CreditBudget {
private dailyLimit: number;
private usage = new Map<string, number>();
constructor(dailyLimit = 1000) {
this.dailyLimit = dailyLimit;
}
canAfford(estimatedCredits: number): boolean {
const today = new Date().toISOString().split("T")[0];
const used = this.usage.get(today) || 0;
return used + estimatedCredits <= this.dailyLimit;
}
record(credits: number) {
const today = new Date().toISOString().split("T")[0];
this.usage.set(today, (this.usage.get(today) || 0) + credits);
}
remaining(): number {
const today = new Date().toISOString().split("T")[0];
return this.dailyLimit - (this.usage.get(today) || 0);
}
}
const budget = new CreditBudget(1000);
// Before each crawl
if (!budget.canAfford(50)) {
throw new Error(`Daily credit budget exceeded. ${budget.remaining()} credits left`);
}
await firecrawl.crawlUrl(url, { limit: 50 });
budget.record(50);
set -euo pipefail
# Cheapest: markdown only (1 credit, fastest)
curl -X POST https://api.firecrawl.dev/v1/scrape \
-H "Authorization: Bearer $FIRECRAWL_API_KEY" \
-H "Content-Type: application/json" \
-d '{"url":"https://example.com","formats":["markdown"]}'
# Avoid requesting screenshots, rawHtml, or extract unless needed
# Extract uses LLM calls — significantly more credits
| Issue | Cause | Solution |
|---|---|---|
402 Payment Required | Credits exhausted | Check balance, upgrade plan, or wait for reset |
| Credits drained by one crawl | No limit set | Always set limit and maxDepth |
| Duplicate scraping costs | Same URLs scraped daily | Implement URL-keyed caching |
| High per-page cost | Requesting all formats + extract | Use formats: ["markdown"] only |
| Budget overrun | No daily cap | Implement credit budget tracker |
| Technique | Credit Savings |
|---|---|
Set crawl limit | Prevents 100x overages |
| Map + selective scrape | 50-90% vs blind crawl |
| Cache repeated scrapes | 50-80% reduction |
| Markdown-only format | Fastest, no extras |
| Batch scrape vs individual | Same cost, less overhead |
For reference architecture, see firecrawl-reference-architecture.
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