smithery.ai

browser-research

Research web pages using agent-browser — reads a URL as markdown without launching a browser, and falls back to a headless Chrome session that renders JavaScript and handles dynamic content. Use this skill as a fallback when WebSearch or WebFetch fails, returns insufficient results, or when the target page requires JS rendering (SPAs, dynamic docs). Also use when the user provides a specific URL to investigate, when you need to navigate multi-page documentation, or when summarizing web content …

First seen Apr 22, 2026

Installation

$ npx skills add https://smithery.ai

Summary

  • Research web pages using agent-browser — reads a URL as markdown without launching a browser, and falls back to a headless Chrome session that renders JavaScript and handles dynamic content.
  • Use this skill as a fallback when WebSearch or WebFetch fails, returns insufficient results, or when the target page requires JS rendering (SPAs, dynamic docs).
  • Also use when the user provides a specific URL to investigate, when you need to navigate multi-page documentation, or when summarizing web content that WebFetch cannot parse properly.

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
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GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
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Skill metadata

Parsed from SKILL.md frontmatter.

Allowed toolsBash(agent-browser:*), Read, Write

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 5,515 B
  • docs SUMMARY.md 181 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1 installs

SKILL.md

Browser Research Skill

Research web pages using agent-browser CLI and summarize content.

Usage

/browser-research <URL> [research topic or question]

Workflow

1. Read the page (default — no browser)

agent-browser read "<URL>" --max-output 20000

read never launches Chrome. It negotiates Accept: text/markdown, tries the .md variant, looks for the nearest llms.txt, and falls back to readable text extracted from the HTML. The markdown it returns keeps headings, bullet lists, and code blocks, so it is both cheaper and more faithful than scraping rendered text.

Useful variants:

Purpose Command
Read one section only agent-browser read "<URL>" --filter "<heading text>"
See the page structure first agent-browser read "<URL>" --outline
List a docs site's llms.txt links agent-browser read "<URL>" --llms index

Go to step 2 when read exits non-zero (e.g. Read failed with HTTP 403 — some sites block non-browser clients), returns nothing useful, or the content only appears after JavaScript runs. Interaction (clicking, dismissing banners, following links, tabs) always requires step 2.

2. Fall back to a browser session

A previous session may still be open. Close it before starting to avoid conflicts:

agent-browser close 2>/dev/null || true

Then open the page:

agent-browser open "<URL>" && agent-browser wait --load networkidle --timeout 15000

If open fails: verify the URL is well-formed, retry once. If it fails again, report the error to the user and stop.

If wait times out: proceed anyway — the page may still be usable.

Next, choose the extraction method based on your purpose:

Purpose Command When to use
Read the rendered page as markdown agent-browser read No URL argument: reads the active tab's rendered DOM, including client-side updates and auth state
Read article/docs text agent-browser eval "document.body.innerText" Plain text of the rendered page. Includes navigation chrome and loses structure
Understand page structure agent-browser snapshot -c Need to see layout, navigation, or element refs for interaction
Find interactive elements agent-browser snapshot -i -c Need to click links, buttons, or fill forms
List links with URLs agent-browser snapshot -i -c -u Need link destinations (href) without an extra get attribute round-trip

Use snapshot only when you need structure or element refs.

For large pages, append --max-output 10000 to prevent token explosion:

agent-browser eval "document.body.innerText" --max-output 10000

If a cookie consent banner or overlay blocks content, dismiss it first:

agent-browser snapshot -i -c   # find the accept/close button ref
agent-browser click "@ref"     # dismiss the banner

Then proceed with the chosen extraction method.

3. Close when done

Only needed when step 2 opened a session:

agent-browser close

Deeper investigation

Most research finishes with the steps above. Read ${CLAUDESKILLDIR}/reference.md when you need any of these:

  • The full read option reference (--raw, --require-md, --llms full, --timeout)
  • Text from a specific element, page metadata, or finding elements by role/text/label
  • Scrolling to load more content on long pages
  • Watching network traffic to locate the JSON endpoint behind a SPA
  • Following links, going back, or researching several URLs in tabs
  • Saving the page as a PDF
  • The full snapshot flag reference and other commands

Critical Rules

  • Try read first — only open a browser when read cannot do the job. A Chrome session costs

hundreds of MB of memory; read costs none.

  • Always close a session you opened — every open must have a matching close.
  • Read-only by default — never submit forms or enter data. Clicking is allowed only for passive navigation: dismissing cookie/consent banners, following links, expanding collapsed sections, or switching tabs. Do not click buttons that trigger writes, purchases, or state changes.
  • No guessing — do not fabricate or assume page content; only report what read/snapshot/get/eval return.
  • Authentication pages — if a page requires login, report it immediately and stop. Do not attempt to authenticate.
  • Minimize tokens — prefer read (or read --filter) over full-page extraction, and use --max-output for large pages.

Output

Lead with the answer to the research question, then the supporting points and the source URLs the reader may want to follow. For a single-URL quick lookup, respond directly in chat; when researching multiple URLs or when the user asks, save results to a file with the Write tool.