crustdata

SignalScout AI: a B2B prospecting agent that validates company data and checks its own claims before spending on enrichment or writing outreach. Evidence runs, neatlogs traces and an invite-only live beta on Crustdata data. neatHack 2026.

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.

Evidence-backed lead intelligence that turns a company domain into ranked decision-makers, employment relationships, source citations, and CSV-ready outreach data.

Open-source champion job change tracker: Slack alerts when a customer champion changes jobs. Python, Crustdata people data.

Open-source Python tool that writes the first line of a recruiting message from something each shortlisted candidate actually posted, using Crustdata person and post search.

AI agent that tells recruitment agencies each week which expected fees are at risk, and what that does to their cash

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 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 hiring signal alerts: companies hiring for the role you sell to, plus who owns the stack. Python, Crustdata job and people data.

A signal-driven AI SDR agent built on Crustdata + Claude

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 Python tool that finds customer references from public posts mentioning your product, ranks them by industry and size, and drafts the ask for your CSM in Slack.

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 the past employers and titles your best people share, then searches Crustdata for others on the same path.

Open-source stealth founder radar for VCs: find people who just left top companies to start a stealth startup. Python, Crustdata people data.

Find open-source AI agents built on the Crustdata API. It consists of the working code for how to build a prospecting agent, a company research agent, an AI SDR and other GTM and recruiting agents that find companies, decision-makers, candidates and buying signals. Clone a folder, add one API key and run it yourself.

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.