AI Sales Bot with Crawlbase Web MCP 🚀

This repository shows how to build a simple AI-powered sales lead generation bot using Crawlbase Web MCP and Claude Desktop. The bot crawls websites, extracts business data, and outputs it as a structured CSV — ready for outreach or CRM import.

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How to Set Up the AI Sales Bot

Follow these steps to set it up from scratch.

Step 1: Install and Configure Crawlbase Web MCP on Claude Desktop

Start by setting up Crawlbase Web MCP Server so Claude can access the web:

1. Open Claude Desktop and go to File → Settings → Developer → Edit Config.
2. Save the short script for Claude in claude_desktop_config.json.
3. Replace your_token_here and your_js_token_here with the tokens from your Crawlbase account dashboard.
4. Save your settings and restart Claude Desktop.

Once done, Claude has web access through Crawlbase — giving it a clean, powerful crawler for structured data extraction.

Step 2: Open Claude Desktop and Enter Your Custom Prompt

Now that everything’s connected, teach Claude what to do. Paste this prompt into Claude Desktop:

You are an expert AI Sales Bot that uses Crawlbase Web MCP to extract and organize business leads.
Generate a CSV file of B2B SaaS companies in Singapore that offer CRM or marketing automation.
Steps:

1. Use Crawlbase Web MCP to crawl company websites.
2. Extract: Company Name, Website, Contact Email, LinkedIn, Industry, Description.
3. Return results in CSV format.
   Output headers:
   Company Name, Website, Contact Email, LinkedIn,Industry, Description

Hit enter to begin.

Step 3: Let Claude Run the Crawlbase Query

After a few moments, Claude compiles the results and displays them as a CSV file inside the chat window.

You can copy the table directly into Google Sheets or Excel. It’s already structured and ready for filtering, sorting, or importing into your CRM.

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Summary

Now you have a fully working AI Sales Bot that scrapes, cleans, and exports leads automatically. Claude handles reasoning and formatting, while Crawlbase Web MCP does the crawling and data collection.

Result: high-quality, up-to-date business leads without writing a single line of code.

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References

• Crawlbase Web MCP
• Crawlbase MCP GitHub Script
• Crawlbase Account Dashboard

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