- Home
- Data Enrichment Software
- Dataforge
On the recordRead 4 Oct 202614 facts
Dataforge
Plans and prices
FORGE
Free
Free open-source software · runs on your machine · no API keys, accounts, or credit cards
Read 4 Oct 2026 · github.com
On the record
- Database
- Setup instructions require a PostgreSQL database and a businesses table.github.com · read 4 Oct 2026
- Data handling
- The project says writes only fill NULL fields and checkpoint after every batch.github.com · read 4 Oct 2026
- Email extraction
- Email extraction uses six layers, including mailto links, regex, JSON-LD, obfuscation decoding, and contact page crawling.github.com · read 4 Oct 2026
- Email verification
- SMTP verification checks candidate addresses via RCPT TO without sending mail.github.com · read 4 Oct 2026
- Enrichment
- It can fill in emails, technology stacks, SSL status, site speed, industry classification, health scores, and pain points.github.com · read 4 Oct 2026
- Government data
- Importers cover FCC ULS, the NPI Registry, and SAM.gov records.github.com · read 4 Oct 2026
- Integrations
- The documented MCP server provides tools to discover, enrich, search, and export business records, and inspect database statistics.github.com · read 4 Oct 2026
- License
- The repository states that FORGE is MIT licensed.github.com · read 4 Oct 2026
- Local AI
- Optional local AI enrichment uses Ollama for summaries, industry classification, health scores, and pain points.github.com · read 4 Oct 2026
- Maker
- The repository says FORGE was built by Nuclear Marmalade, whose site identifies Glen Healy as founder and engineer.github.com · read 4 Oct 2026
- Performance
- The README estimates about 16,000 records per hour for web scraping with four workers and 7,000–20,000 AI records per day depending on hardware.github.com · read 4 Oct 2026
- Purpose
- FORGE enriches business databases using free data sources and local AI.github.com · read 4 Oct 2026
- Reliability features
- It lists rollback support, checkpoint-based resume, graceful degradation when individual layers fail, and process monitoring with auto-restart.github.com · read 4 Oct 2026
- Technology detection
- The project says it detects more than 30 technologies, including WordPress, Shopify, React, Stripe, and Intercom.github.com · read 4 Oct 2026
