mcpField
W
web-research

web-research

github.com/merit-systemsProductivity357 installsUpdated 34w ago
Repository

About web-research

web-research is a skill for research workflows using Exa search and Firecrawl scraping through x402-protected endpoints. It guides agents through discovery, retrieval, and source extraction, including fallbacks for blocked pages.

Key features

  1. 01Semantic and keyword search
  2. 02Find pages similar to a URL
  3. 03Extract text from multiple URLs
  4. 04Get cited factual answers
  5. 05Scrape pages into Markdown
  6. 06Search and scrape results

Use cases

  1. 01Research a topic across the web
  2. 02Find related pages from a reference
  3. 03Extract content from known URLs
  4. 04Retrieve content from blocked or JavaScript-heavy sites

MCP support

The skill uses x402 MCP tools such as x402.fetch and x402.discover_api_endpoints to access Exa and Firecrawl endpoints.

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/merit-systems/x402scan-skills --skill web-research

After installing, type/web-researchin Claude Code to confirm it loaded.

Bundled filesrules/getting-started.mdrules/when-to-use.md

Details

From the project README

Web Research with x402 APIs

STOP — Read before making any API call. enrichx402.com endpoints are not the same as each provider's native API. All paths use the format https://enrichx402.com/api/{provider}/{action}. You MUST either:

  1. Copy exact URLs from the Quick Reference table below, OR
  2. Run x402.discover_api_endpoints(url="https://enrichx402.com") to get the correct paths

Guessing paths will fail with 405 errors (wrong path) or 404 errors (missing /api/ prefix).

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://enrichx402.com/api/exa/search$0.01Semantic web search
Find similarhttps://enrichx402.com/api/exa/find-similar$0.01Pages similar to a URL
Extract texthttps://enrichx402.com/api/exa/contents$0.002Clean text from URLs
Direct answershttps://enrichx402.com/api/exa/answer$0.01Factual Q&A
Scrape pagehttps://enrichx402.com/api/firecrawl/scrape$0.0126Single page to markdown
Web searchhttps://enrichx402.com/api/firecrawl/search$0.0252Search with scraping

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 + scrape resultsFirecrawl search
Quick fact lookupExa answer

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

Exa Neural Search

Semantic search that understands meaning, not just keywords:

x402.fetch(
  url="https://enrichx402.com/api/exa/search",
  method="POST",
  body={
    "query": "startups building AI agents for customer support",
    "numResults": 10,
    "type": "neural"
  }
)

Options:

  • query - Search query (required)
  • numResults - Number of results (default: 10, max: 25)
  • type - "neural" (semantic) or "keyword" (traditional)
  • includeDomains - Only search these domains
  • excludeDomains - Skip these domains
  • startPublishedDate / endPublishedDate - Date range filter

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

Find Similar Pages

Find pages semantically similar to a reference URL:

x402.fetch(
  url="https://enrichx402.com/api/exa/find-similar",
  method="POST",
  body={
    "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:

x402.fetch(
  url="https://enrichx402.com/api/exa/contents",
  method="POST",
  body={
    "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:

x402.fetch(
  url="https://enrichx402.com/api/exa/answer",
  method="POST",
  body={
    "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:

x402.fetch(
  url="https://enrichx402.com/api/firecrawl/scrape",
  method="POST",
  body={
    "url": "https://example.com/page-to-scrape"
  }
)

Options:

  • url - Page to scrape (required)
  • formats - Output formats: ["markdown", "html", "links"]
  • onlyMainContent - Skip nav/footer/ads (default: true)
  • waitFor - Wait ms for JS to render

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:

x402.fetch(
  url="https://enrichx402.com/api/firecrawl/search",
  method="POST",
  body={
    "query": "best practices for react server components",
    "limit": 5
  }
)

Options:

  • query - Search query (required)
  • limit - Number of results (default: 5)
  • scrapeOptions - Options passed to scraper

Returns search results with full scraped content for each.

Workflows

Deep Research
  1. (Optional) Check balance: x402.get_wallet_info
  2. Discover endpoints (required before first fetch): x402.discover_api_endpoints(url="https://enrichx402.com")
  3. Search broadly with Exa
  4. Find related sources with find-similar
  5. Extract content from top sources
  6. Synthesize findings
x402.fetch(
  url="https://enrichx402.com/api/exa/search",
  method="POST",
  body={"query": "AI agents in healthcare 2024", "numResults": 15}
)
x402.fetch(
  url="https://enrichx402.com/api/exa/find-similar",
  method="POST",
  body={"url": "https://best-article-found.com"}
)
x402.fetch(
  url="https://enrichx402.com/api/exa/contents",
  method="POST",
  body={"urls": ["url1", "url2", "url3"]}
)
Blocked Site Scraping
  • Try WebFetch first (free)
  • If blocked/empty, use Firecrawl with waitFor for JS-heavy sites
x402.fetch(
  url="https://enrichx402.com/api/firecrawl/scrape",
  method="POST",
  body={"url": "https://blocked-site.com/article", "waitFor": 3000}
)

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

Parallel Calls

Independent searches can run in parallel:

# These don't depend on each other
x402.fetch(url=".../exa/search", body={"query": "topic A"})
x402.fetch(url=".../exa/search", body={"query": "topic B"})

Comments

Markdown supported