Book travel and find restaurant reservations
Go way beyond built-in web search with a few powerful connectors. Task: Go way beyond built-in web search with a few powerful connectors A few weeks ago, Claire was headed to a conference with 40 people she’d never met. Normally, that means an evening on LinkedIn clicking through profiles one-by-one. Instead, she handed Claude Code a list of names. Claude researched the attendees in parallel using her LinkedIn (via Chrome MCP). Claude’s output: a full conference participant briefing - everything in one place, ready for her review within 5 minutes. And LinkedIn research is just the start. Once we gave Claude access to the browser, we started finding uses for it everywhere. It’s fun to watch Claude navigate the web. And it saves an incredible amount of time, especially when paired with AI-powered searching and scraping tools like Exa and Firecrawl. So what can you do with Claude & AI-powered browsing? Build lists & research companies: scrape all the exhibitors from a conference and enrich the data using Firecrawl. Have Claude rank relevant prospects, then research their management teams and craft tailored outreach. Katie has Claude research meeting attendees ahead of prospect calls, pulling in information from the web and from any email chains with their team, making it easy to see everything in one place. Have Claude check its own work: Claude builds many of our docs, slides, and dashboards in HTML. We ask Claude to look at its own output with Chrome MCP and iterate until it looks great. This is a much more efficient loop than providing every piece of feedback ourselves. Navigate a system you’d normally have to click through manually: Claire has Claude book her flights and hotels in her company’s travel booking system. Monitor job postings: scrape for new openings across your target list of companies on a regular schedule. Order delivery: a friend of ours has Chrome MCP “vibe-order” on Uber Eats. Cancel subscriptions: We had Claude review our business and personal subscriptions and then navigate through those websites to cancel anything we weren’t using. Extremely gratifying. We use a few browsing tools with Claude daily: Chrome MCP - This gives Claude Code full control of your Chrome browser - navigating, clicking, filling forms. Great when you want Claude Code to gather or act upon information behind a login (e.g. LinkedIn). Note: MCP (Model Context Protocol) is just a connector between Claude and another tool. Chrome MCP - This gives Claude Code full control of your Chrome browser - navigating, clicking, filling forms. Great when you want Claude Code to gather or act upon information behind a login (e.g. LinkedIn). Note: MCP (Model Context Protocol) is just a connector between Claude and another tool. Claude in Chrome - This is a Chrome browser extension. You can use it directly and you can also enable Claude Chat and Cowork in Desktop to use it. Note: Claude in Chrome sounds similar to Chrome MCP but they are different tools. You use the Chrome MCP with Claude Code and Claude in Chrome with Chat and Cowork (Claude Desktop). Claude in Chrome - This is a Chrome browser extension. You can use it directly and you can also enable Claude Chat and Cowork in Desktop to use it. Note: Claude in Chrome sounds similar to Chrome MCP but they are different tools. You use the Chrome MCP with Claude Code and Claude in Chrome with Chat and Cowork (Claude Desktop). Exa - A search engine built for AI. Instead of matching keywords like Google, Exa understands what you’re looking for, so it often returns more useful and diverse results. We use it for research questions (e.g. find AI-focused healthcare start-ups who raised in 2025). Exa - A search engine built for AI. Instead of matching keywords like Google, Exa understands what you’re looking for, so it often returns more useful and diverse results. We use it for research questions (e.g. find AI-focused healthcare start-ups who raised in 2025). Firecrawl - Good for web scraping. Claude can use it to pull clean content from specific URLs (e.g. scrape all the exhibitors from this conference). Firecrawl - Good for web scraping. Claude can use it to pull clean content from specific URLs (e.g. scrape all the exhibitors from this conference). Those are our primary tools, however there are many new tools emerging in this category. Two more that might be helpful depending on your use cases:; tools: Claude in Chrome. Human role: The original post does not say how a person stayed involved.; limitations: Prompt injection is a major risk where malicious web content can trick the AI into executing unintended actions. Users must limit sensitive data access, use separate browser profiles, and require human approval for irreversible actions like sending emails or bookings. The source notes that direct connectors are faster than browser automation when available..
Tools
Published on Agent Work Atlas:
Overview
Go way beyond built-in web search with a few powerful connectors
Workflow
Go way beyond built-in web search with a few powerful connectors A few weeks ago, Claire was headed to a conference with 40 people she’d never met. Normally, that means an evening on LinkedIn clicking through profiles one-by-one. Instead, she handed Claude Code a list of names. Claude researched the attendees in parallel using her LinkedIn (via Chrome MCP). Claude’s output: a full conference participant briefing - everything in one place, ready for her review within 5 minutes. And LinkedIn research is just the start. Once we gave Claude access to the browser, we started finding uses for it everywhere. It’s fun to watch Claude navigate the web. And it saves an incredible amount of time, especially when paired with AI-powered searching and scraping tools like Exa and Firecrawl. So what can you do with Claude & AI-powered browsing? Build lists & research companies: scrape all the exhibitors from a conference and enrich the data using Firecrawl. Have Claude rank relevant prospects, then research their management teams and craft tailored outreach. Katie has Claude research meeting attendees ahead of prospect calls, pulling in information from the web and from any email chains with their team, making it easy to see everything in one place. Have Claude check its own work: Claude builds many of our docs, slides, and dashboards in HTML. We ask Claude to look at its own output with Chrome MCP and iterate until it looks great. This is a much more efficient loop than providing every piece of feedback ourselves. Navigate a system you’d normally have to click through manually: Claire has Claude book her flights and hotels in her company’s travel booking system. Monitor job postings: scrape for new openings across your target list of companies on a regular schedule. Order delivery: a friend of ours has Chrome MCP “vibe-order” on Uber Eats. Cancel subscriptions: We had Claude review our business and personal subscriptions and then navigate through those websites to cancel anything we weren’t using. Extremely gratifying. We use a few browsing tools with Claude daily: Chrome MCP - This gives Claude Code full control of your Chrome browser - navigating, clicking, filling forms. Great when you want Claude Code to gather or act upon information behind a login (e.g. LinkedIn). Note: MCP (Model Context Protocol) is just a connector between Claude and another tool. Chrome MCP - This gives Claude Code full control of your Chrome browser - navigating, clicking, filling forms. Great when you want Claude Code to gather or act upon information behind a login (e.g. LinkedIn). Note: MCP (Model Context Protocol) is just a connector between Claude and another tool. Claude in Chrome - This is a Chrome browser extension. You can use it directly and you can also enable Claude Chat and Cowork in Desktop to use it. Note: Claude in Chrome sounds similar to Chrome MCP but they are different tools. You use the Chrome MCP with Claude Code and Claude in Chrome with Chat and Cowork (Claude Desktop). Claude in Chrome - This is a Chrome browser extension. You can use it directly and you can also enable Claude Chat and Cowork in Desktop to use it. Note: Claude in Chrome sounds similar to Chrome MCP but they are different tools. You use the Chrome MCP with Claude Code and Claude in Chrome with Chat and Cowork (Claude Desktop). Exa - A search engine built for AI. Instead of matching keywords like Google, Exa understands what you’re looking for, so it often returns more useful and diverse results. We use it for research questions (e.g. find AI-focused healthcare start-ups who raised in 2025). Exa - A search engine built for AI. Instead of matching keywords like Google, Exa understands what you’re looking for, so it often returns more useful and diverse results. We use it for research questions (e.g. find AI-focused healthcare start-ups who raised in 2025). Firecrawl - Good for web scraping. Claude can use it to pull clean content from specific URLs (e.g. scrape all the exhibitors from this conference). Firecrawl - Good for web scraping. Claude can use it to pull clean content from specific URLs (e.g. scrape all the exhibitors from this conference). Those are our primary tools, however there are many new tools emerging in this category. Two more that might be helpful depending on your use cases:
Reported result
The source reports a 5-minute turnaround for a 40-person briefing, contrasting with an evening of manual clicking. No other quantitative metrics or failure rates are provided. The authors describe the process as saving 'an incredible amount of time' but do not offer measured business impact data beyond this specific anecdote.
Human role
The original post does not say how a person stayed involved.
Limitations
Prompt injection is a major risk where malicious web content can trick the AI into executing unintended actions. Users must limit sensitive data access, use separate browser profiles, and require human approval for irreversible actions like sending emails or bookings. The source notes that direct connectors are faster than browser automation when available.
Try it
I want to replicate the conference attendee briefing workflow using Claude Code and Chrome MCP. First, I will provide a list of [replaceable: 5-10 attendee names and companies]. Please use Chrome MCP to navigate to LinkedIn, search for each person, and extract their job title, recent activity, and mutual connections. Compile this into a markdown table. Before starting, confirm you are using a dedicated browser profile without access to my banking or email. After generating the briefing for the first 2 people, show me the output for approval before proceeding with the rest. If you encounter a login wall, stop and ask me to log in manually. Do not send any messages or connection requests. Measure success by the completeness of the profile data and the absence of hallucinated connections.
Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.