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DenchClaw: Open-Source Local AI CRM Built on OpenClaw Hits 1.6K GitHub Stars

DenchClaw (formerly Ironclaw) is an open-source, locally hosted AI CRM and outreach automation tool built on OpenClaw. It scrapes LinkedIn, pulls YC batch data, and builds contact lists autonomously. Hit HN front page and reached 600 stars in 2 days after launch. Designed around four core workflows identified from research with 25 OpenClaw power users.

Product Idea from this Signal

A local-first sales automation framework that turns OpenClaw agents into autonomous SDRs with prospecting, enrichment, sequencing, and deal tracking running entirely on your machine

2.0k โ–ฒ

DenchClaw proved the market with 1.6K GitHub stars and an HN front page hit: developers and founders want AI-powered CRM that runs locally without SaaS fees or data leaving their machine. But DenchClaw covers lead scraping and basic outreach. The full pipeline gap remains open: autonomous prospecting across multiple data sources, real-time contact enrichment, multi-step email/LinkedIn sequencing with reply detection, deal stage tracking with probability scoring, and revenue analytics. Existing cloud CRMs like HubSpot and Attio charge $50-150/seat/month and require sending all customer data to third-party servers. Open-source alternatives like Twenty and SuiteCRM are not AI-native and cannot run autonomous workflows. This framework fills the gap between DenchClaw's scrape-and-outreach model and a full sales operating system.

OPEN-SOURCECRMLOCAL-FIRSTSALES-AUTOMATIONAI-AGENTDEVTOOL
CompetitiveView Opportunity โ†’

Score Breakdown

GitHub
1,715
HN
271

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