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web-research

Neural web search and content extraction using x402-protected APIs. Better than WebSearch for deep research and WebFetch for blocked sites. USE FOR: - Deep web research and investigation - Finding similar pages to a reference URL - Extracting clean text from web pages - Scraping sites that block standard fetchers - Getting direct answers to factual questions - Research requiring multiple sources - Crawling multiple pages from a website TRIGGERS: - "research", "investigate", "deep dive", "find sources" - "similar to", "pages like", "more like this" - "scrape", "extract content from", "get the text from" - "blocked site", "can't access", "paywall" - "what is", "explain", "answer this" - "crawl", "crawl site", "scrape entire site" Use `npx agentcash@latest fetch` for stableenrich.dev endpoints. Prefer Exa for semantic/neural search, Firecrawl for direct scraping.

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Web Research with x402 APIs

Access Exa (neural search) and Firecrawl (web scraping) through x402-protected endpoints.

Setup

See rules/getting-started.md for installation and wallet setup.

Quick Reference

TaskEndpointPriceBest For
Neural searchhttps://stableenrich.dev/api/exa/search$0.01Semantic web search
Find similarhttps://stableenrich.dev/api/exa/find-similar$0.01Pages similar to a URL
Extract texthttps://stableenrich.dev/api/exa/contents$0.002Clean text from URLs
Direct answershttps://stableenrich.dev/api/exa/answer$0.01Factual Q&A
Scrape pagehttps://stableenrich.dev/api/firecrawl/scrape$0.0126Single page to markdown
Web searchhttps://stableenrich.dev/api/firecrawl/search$0.0252Search with content snippets
Crawl websitehttps://stableenrich.dev/api/cloudflare/crawl$0.10Multi-page site crawl
Poll crawlGET https://stableenrich.dev/api/cloudflare/jobs?token=...FreePoll crawl results

When to Use What

ScenarioTool
General web searchWebSearch (free) or Exa ($0.01)
Semantic/conceptual searchExa search
Find pages like XExa find-similar
Get clean text from URLExa contents
Scrape blocked/JS-heavy siteFirecrawl scrape
Search + content snippetsFirecrawl search
Quick fact lookupExa answer
Crawl entire site/sectionCloudflare crawl

See rules/when-to-use.md for detailed guidance.

Exa Neural Search

Semantic search that understands meaning, not just keywords:

npx agentcash@latest fetch https://stableenrich.dev/api/exa/search -m POST -b '{
  "query": "startups building AI agents for customer support",
  "numResults": 10
}'

Options:

  • query - Search query (required)
  • numResults - Number of results (default: 5, max: 100)
  • type - Search mode/latency strategy ("auto", "fast", "deep"). Do not put content verticals here — use category
  • includeDomains - Only search these domains (full hostnames; some domains like reddit.com, x.com, nytimes.com are blocked and return 400)
  • excludeDomains - Skip these domains (same blocked-domain restriction applies)
  • startPublishedDate / endPublishedDate - Date range filter
  • category - Filter by content type: "company", "people", "research paper", "news", "pdf", "personal site", "financial report" (other strings are used as category hints)
  • Tip: Use category: "people" for people/profile discovery

Returns: List of URLs with titles, snippets, and relevance scores.

Find Similar Pages

Find pages semantically similar to a reference URL:

npx agentcash@latest fetch https://stableenrich.dev/api/exa/find-similar -m POST -b '{
  "url": "https://example.com/article-i-like",
  "numResults": 10
}'

Great for:

  • Finding competitor products
  • Discovering related content
  • Expanding research sources

Extract Text Content

Get clean, structured text from URLs:

npx agentcash@latest fetch https://stableenrich.dev/api/exa/contents -m POST -b '{
  "urls": [
    "https://example.com/article1",
    "https://example.com/article2"
  ]
}'

Options:

  • urls - Array of URLs to extract
  • text - Include full text (default: true)
  • highlights - Include key highlights

Cheapest option ($0.002) when you already have URLs and just need the content.

Direct Answers

Get factual answers to questions:

npx agentcash@latest fetch https://stableenrich.dev/api/exa/answer -m POST -b '{"query": "What is the population of Tokyo?"}'

Returns a direct answer with source citations. Best for:

  • Factual questions
  • Quick lookups
  • Verification of claims

Firecrawl Scrape

Scrape a single page to clean markdown:

npx agentcash@latest fetch https://stableenrich.dev/api/firecrawl/scrape -m POST -b '{"url": "https://example.com/page-to-scrape"}'

Options:

  • url - Page to scrape (required, the only parameter)

Returns: url (final URL after redirects), title, and content (page as markdown).

Advantages over WebFetch:

  • Handles JavaScript-rendered content
  • Bypasses common blocking
  • Extracts main content only
  • LLM-optimized markdown output

Firecrawl Search

Web search with automatic scraping of results:

npx agentcash@latest fetch https://stableenrich.dev/api/firecrawl/search -m POST -b '{
  "query": "best practices for react server components",
  "limit": 5
}'

Options:

  • query - Search query (required)
  • limit - Number of results (default: 5, max: 10)

Returns results with title, URL, description, and a content snippet (first ~500 chars of markdown) for each.

Cloudflare Website Crawl

Crawl multiple pages from a website with browser rendering. Async two-step pattern.

Step 1: Start the crawl (paid, $0.10)

npx agentcash@latest fetch https://stableenrich.dev/api/cloudflare/crawl -m POST -b '{
  "url": "https://example.com",
  "limit": 10,
  "depth": 1,
  "formats": ["markdown"]
}'

Returns 202 with {"token": "jwt..."}.

Step 2: Poll for results (SIWX, free)

npx agentcash@latest fetch "https://stableenrich.dev/api/cloudflare/jobs?token=JWT_TOKEN"

Poll every 3-5 seconds until complete.

Parameters:

  • url (required) — starting URL
  • limit (default 10, max 25) — max pages
  • depth (default 1, max 3) — max link depth
  • formats["markdown", "html", "json"]
  • render (default false) — execute JavaScript
  • source — URL discovery source: "all", "sitemaps", or "links"
  • options.includePatterns / excludePatterns — URL wildcards (exclude wins); options.includeExternalLinks / includeSubdomains — scope flags

Good for: crawling docs sites, scraping multiple pages, building sitemaps.

Workflows

Deep Research

  • (Optional) Check balance: npx agentcash@latest balance
  • Search broadly with Exa
  • Find related sources with find-similar
  • Extract content from top sources
  • Synthesize findings
npx agentcash@latest fetch https://stableenrich.dev/api/exa/search -m POST -b '{"query": "AI agents in healthcare 2024", "numResults": 15}'
npx agentcash@latest fetch https://stableenrich.dev/api/exa/find-similar -m POST -b '{"url": "https://best-article-found.com"}'
npx agentcash@latest fetch https://stableenrich.dev/api/exa/contents -m POST -b '{"urls": ["url1", "url2", "url3"]}'

Blocked Site Scraping

  • Try WebFetch first (free)
  • If blocked/empty, use Firecrawl (full JS rendering) for JS-heavy sites
npx agentcash@latest fetch https://stableenrich.dev/api/firecrawl/scrape -m POST -b '{"url": "https://blocked-site.com/article"}'

Cost Optimization

  • Use Exa contents ($0.002) when you already have URLs
  • Use WebSearch/WebFetch first (free) and fall back to x402 endpoints
  • Batch URL extraction - pass multiple URLs to Exa contents
  • Limit results - request only as many as needed
Repository
Merit-Systems/agentcash-skills
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