CrustRecruiter is an AI recruiting agent that integrates directly with Claude via the Model Context Protocol (MCP), giving it access to real-time people and company data from Crustdata's comprehensive B2B data broker platform. This product is designed for recruiters, talent acquisition teams, and HR professionals who need to stay ahead of the competition by acting on live hiring signals. The core value lies in transforming a general-purpose AI assistant into a specialized recruitment tool that monitors the ever-changing landscape of talent, providing instant insights that would otherwise require hours of manual research. By leveraging Crustdata's coverage of 1 billion people and 60 million companies, CrustRecruiter enables proactive candidate sourcing and company intelligence.
Traditional recruiting methods often rely on stale resume databases or periodic LinkedIn searches, causing recruiters to miss critical moments—like when a top engineer leaves a competitor or a company announces a new funding round that signals hiring. CrustRecruiter solves this pain point by delivering live alerts on real-time events: job changes, promotions, open-to-work status, and even employee posts across social networks. This matters because the best candidates are often only available for a short window; acting within hours can mean the difference between securing an interview and losing to a faster competitor. Recruiters no longer need to manually refresh profiles or guess the right time to reach out—the AI agent surfaces opportunities as they happen.
The first major feature group is Real-time People Data, which monitors individual professionals for key events. CrustRecruiter taps into Crustdata's live data streams to detect when someone leaves a company, gets promoted, or indicates they are open to work. For example, a recruiter can set up a watch on a specific person or a list of candidates, and the agent will push an alert the moment a change occurs. This works by continuously scanning LinkedIn and other social profiles for updates, then feeding that data through the MCP integration into Claude. The benefit is immediacy: recruiters can craft a personalized outreach message within minutes of a signal, dramatically increasing response rates.
Another core feature group is the Company Screener API, which allows recruiters to build targeted lists of companies based on granular criteria. Using Crustdata's REST API, recruiters can filter companies by headcount, quarterly growth, total funding raised, region, industry, and days since last fundraise. For instance, a recruiter can screen for US-based tech companies with over 50 employees, 10% headcount growth, and at least $5 million raised in the last two years. The API returns structured records including company name, LinkedIn profile URL, website domain, and funding details. This feature is useful for identifying scaling startups that are likely hiring, or for creating candidate pipelines from rapidly growing firms.
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CrustRecruiter also leverages Live Company Signals, which provide updates on organizational milestones such as funding rounds, new executive hires, web traffic spikes, and product reviews. Through Crustdata's platform, recruiters see real-time posts about company announcements from sources like Reuters and CNBC, as well as employee reviews that indicate company culture. Additionally, the product offers a Full Dataset option with 12M+ companies and 250M+ people profiles delivered via CSV, updated monthly for bulk enrichment. The Claude integration via MCP means recruiters can ask natural language questions like 'Which tech companies in New York just raised a Series A?' and get instant answers without writing API calls.
Overall, CrustRecruiter works by combining Crustdata's real-time data ingestion with Claude's conversational AI. Recruiters first define their criteria—such as target companies, job titles, or geographic areas—either through the Claude chat interface or via pre-configured API queries. The system then continuously monitors for matching events across people and companies, pushing notifications to the recruiter. When a signal triggers, Claude can generate a tailored outreach message based on the event context, like congratulating a newly promoted executive or expressing interest in a candidate who just left a top firm. The workflow is designed to be passive monitoring paired with proactive action, minimizing manual effort.
Concrete use cases include a talent scout at a venture capital firm who wants to hire former employees of a recently funded startup; CrustRecruiter alerts when those individuals change jobs. Another scenario is a sales recruiter looking to poach top sales talent from a competitor; the agent monitors for departures and sends immediate alerts. For internal recruitment, companies can track when their own employees update LinkedIn profiles to detect flight risk. In each case, the outcome is faster response time, higher conversion on outreach, and a data-driven approach to talent acquisition. Recruiters report being able to engage candidates before they are flooded with offers from other firms.
CrustRecruiter targets recruiters, talent acquisition leaders, HR professionals, sales hiring managers, and headhunters at agencies and enterprises. It also appeals to AI agent developers who want to embed real-time data into their custom recruitment workflows. The platform is backed by Y Combinator and integrates with Claude via MCP; data is accessed through a REST API, CSV export, or the Full Dataset for high-volume needs. Pricing is not publicly listed (contact for demo), but the service is positioned for teams needing fresh, actionable data. The key takeaway is that CrustRecruiter transforms passive job postings into active intelligence gathering, empowering recruiters to act on the most current signals in the talent market.
CrustRecruiter is built for recruiters, talent acquisition managers, HR leaders, and staffing agencies who need to act on real-time hiring signals. It also serves sales hiring teams, investment analysts tracking portfolio company talent, and AI agent developers embedding live people data into custom workflows. The product is ideal for professionals at VC-backed startups, enterprises, and recruiting platforms that rely on fresh data to beat competitors to top candidates.