Find and clean leads for recruiting outreach
A recruiting agency owner uses Claude to find leads; a commenter uses it to clean messy data and draft personalized outreach that gets replies. Task: Suggested implementation: Connect Claude to MCP servers for Crustdata, FullEnrich, Lemlist, HubSpot, and GitHub. Input plain-English criteria such as US companies with 100–500 employees, 15+ recent openings, and fresh funding. Claude retrieves hiring signals, verifies contacts, compiles news briefs, and drafts outreach angles. Human role: Review generated leads and messages for accuracy and tone before sending.; tools: Claude Code. Human role: The original post does not say how a person stayed involved.; limitations: Prerequisites include active subscriptions for all connected MCP tools and Claude Pro to avoid usage limits interrupting the workflow. Integration uncertainty exists regarding API stability and data freshness from external sources. Human approval is mandatory before sending any outreach to prevent reputational damage from hallucinated or incorrect contact details..
Tools
Published on Agent Work Atlas:
Overview
A recruiting agency owner uses Claude to find leads; a commenter uses it to clean messy data and draft personalized outreach that gets replies.
Workflow
Suggested implementation: Connect Claude to MCP servers for Crustdata, FullEnrich, Lemlist, HubSpot, and GitHub. Input plain-English criteria such as US companies with 100–500 employees, 15+ recent openings, and fresh funding. Claude retrieves hiring signals, verifies contacts, compiles news briefs, and drafts outreach angles. Human role: Review generated leads and messages for accuracy and tone before sending.
Reported result
Actual outcomes are unknown as the source provides no hard performance metrics or verified success rates. Anecdotal claims suggest time savings and higher reply rates from personalized outreach, but these are unverified. Proposed acceptance check: Measure reply rate and lead qualification accuracy against a baseline manual process over a two-week pilot.
Human role
The original post does not say how a person stayed involved.
Limitations
Prerequisites include active subscriptions for all connected MCP tools and Claude Pro to avoid usage limits interrupting the workflow. Integration uncertainty exists regarding API stability and data freshness from external sources. Human approval is mandatory before sending any outreach to prevent reputational damage from hallucinated or incorrect contact details.
Try it
Act as a recruiting operations assistant. I need to generate a list of qualified leads for outreach. 1. **Inputs**: - Target criteria: [replaceable: e.g., US companies, 100-500 employees, 15+ open roles, funded in last 6 months]. - Tools: Connect to Crustdata, FullEnrich, Lemlist, HubSpot, and GitHub via MCP. - Output location: [replaceable: e.g., a new CSV file named 'leads_batch_01.csv' and a draft email template]. 2. **Steps**: - Query the connected tools to find companies matching the criteria. - Identify and verify the specific recruiting manager or hiring lead for each company. - Gather recent news or hiring signals for context. - Draft a personalized outreach message for each lead, referencing the specific signals found. - Compile the results into the specified CSV format with columns: Company, Contact Name, Email, Signal, Draft Message. 3. **Quality & Safety**: - Perform a dry run with 5 leads first. Show me the output for confirmation before processing the full batch. - Do not send any emails or update CRM records automatically. - If contact data is missing or unverified, flag it as 'Needs Manual Review' instead of guessing. - Ask clarifying questions if the target criteria are ambiguous or if API access fails.
Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.