MCP-native cohort intelligence prototype for turning company and people signals into actionable GTM workflows.
Open-source Python tool that finds engineers who list your framework and have their own recent GitHub code, ranks them, drafts a note and exports for Ashby.
Open-source Python tool that flags the teams hiring fastest at your target companies, from new job posts plus headcount trend, and posts a one-line summary per team to Slack.
Open-source champion job change tracker: Slack alerts when a customer champion changes jobs. Python, Crustdata people data.
Open-source Python tool that ranks the universities a top engineering team came from, using Crustdata company identify and person search, with Notion CSV and Luma event plan outputs.
Open-source Python tool that finds layoff news, lists people who recently left those companies, matches them to your open jobs and drafts a note naming the role.
Open-source hiring signal alerts: companies hiring for the role you sell to, plus who owns the stack. Python, Crustdata job and people data.
Open-source stealth founder radar for VCs: find people who just left top companies to start a stealth startup. Python, Crustdata people data.
Open-source Python tool that finds the past employers and titles your best people share, then searches Crustdata for others on the same path.
Open-source Python tool that finds ML engineers who just left big tech for a startup, enriches their history with Crustdata, scores fit with Claude and adds matches to Ashby.
Open-source Python tool that finds US engineers who left defense primes for small companies, scores them against your role, and writes an Ashby-ready shortlist.
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