@merit-systems/web-research
|
| name | web-research |
| description | | |
| metadata | 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, 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 |
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
| Task | Endpoint | Price | Best For |
|---|---|---|---|
| Neural search | https://stableenrich.dev/api/exa/search |
$0.01 | Semantic web search |
| Find similar | https://stableenrich.dev/api/exa/find-similar |
$0.01 | Pages similar to a URL |
| Extract text | https://stableenrich.dev/api/exa/contents |
$0.002 | Clean text from URLs |
| Direct answers | https://stableenrich.dev/api/exa/answer |
$0.01 | Factual Q&A |
| Scrape page | https://stableenrich.dev/api/firecrawl/scrape |
$0.0126 | Single page to markdown |
| Web search | https://stableenrich.dev/api/firecrawl/search |
$0.0252 | Search with content snippets |
| Crawl website | https://stableenrich.dev/api/cloudflare/crawl |
$0.10 | Multi-page site crawl |
| Poll crawl | GET https://stableenrich.dev/api/cloudflare/jobs?token=... |
Free | Poll crawl results |
When to Use What
| Scenario | Tool |
|---|---|
| General web search | WebSearch (free) or Exa ($0.01) |
| Semantic/conceptual search | Exa search |
| Find pages like X | Exa find-similar |
| Get clean text from URL | Exa contents |
| Scrape blocked/JS-heavy site | Firecrawl scrape |
| Search + content snippets | Firecrawl search |
| Quick fact lookup | Exa answer |
| Crawl entire site/section | Cloudflare 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 — usecategoryincludeDomains- 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 filtercategory- 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 extracttext- 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 URLlimit(default 10, max 25) — max pagesdepth(default 1, max 3) — max link depthformats—["markdown", "html", "json"]render(default false) — execute JavaScriptsource— 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
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Bill of Materials
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