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

Open-source Python tool that enriches the people who used your new feature with Crustdata, keeps the ones who fit your ICP, and drafts a beta invite naming the feature.

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

Open-source Python tool that scores free accounts as product-qualified leads from usage plus Crustdata company size, funding and headcount growth, then alerts Slack and Attio.

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 builds a one-page account brief before each QBR: company facts, leadership, recent posts and news from Crustdata, plus your call notes.

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.

Open-source Python tool that enriches your paying and free accounts with Crustdata, finds which traits convert, writes the new ICP and pulls matching target companies.

Open-source Python tool that benchmarks how fast competitors fill a role from job post age and recent starts, and writes a page for Notion.

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 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 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 watches client competitors for headcount drops, lists recent leavers via Crustdata, matches them to open roles and drafts the pitch email.

Deal Desk — an agentic OS for VCs on Crustdata: founder email to a cited investment decision and IC memo

Open-source hiring signal alerts: companies hiring for the role you sell to, plus who owns the stack. Python, Crustdata job and 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 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 ML engineers who just left big tech for a startup, enriches their history with Crustdata, scores fit with Claude and adds matches to Ashby.