FORGE

At a glance

• Editor score
  7.2 / 10
• Pricing
  Free plan
• Best for
  Self-hosted local business enrichment
• Free plan
  Yes
• Paid from
  None
• Facts checked
  22 Sep 2026

• Where it wins

  • Combines scraping, email extraction, verification, and technology detection
  • Imports FCC ULS, NPI Registry, and SAM.gov public records
  • Adds local AI analysis, PostgreSQL enrichment, and resumable workflows

• Where it doesn't

  • Requires a self-hosted deployment and developer-oriented operations
  • Platform coverage centers on a focused set of data sources and integrations
  • Local AI features depend on an Ollama-based workflow

Our verdict on FORGE

Dataforge is an open-source, self-hosted business data enrichment engine for developers and teams working with business databases. It combines website scraping, multi-layer email extraction, SMTP verification without sending mail, technology-stack detection, and specialized public-data importers. The enrichment scope also includes SSL status, site speed, industry classification, health scores, and pain points, making it suitable for teams building repeatable local-business research workflows rather than buyers seeking a ready-made hosted database service.

Its strongest fit is the combination of data collection and database operations. PostgreSQL support can enrich existing records with COALESCE writes, while CSV import and export workflows support file-based pipelines. Checkpoint-based resume and rollback support are useful for longer jobs, and the command-line interface, dashboard, MCP server, and enrichment tools give technical teams several ways to operate the system. Integrations include PostgreSQL, SMTP, Overture Maps, MCP, and public datasets from FCC ULS, the NPI Registry, and SAM.gov.

The optional local AI track uses Ollama to generate summaries, industry classifications, health scores, and pain points, with Claude also listed among the integrations. That local processing model suits teams that want AI-assisted enrichment within a self-hosted workflow. Dataforge is a strong choice for developers who value open-source control, public-data importers, and direct database enrichment. Teams that need broad platform coverage, a managed hosted service, or a simpler nontechnical setup should consider a different type of enrichment product.

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FORGE pricing

FORGE fact sheet

FORGE integrations

FORGE lists 7 integrations on its own site.

• PostgreSQL
• Ollama
• Claude
• FCC ULS
• NPI Registry
• SAM.gov
• Overture Maps

Alternatives to FORGE

• ClayBroad enrichment and workflow automation with waterfall providers, AI research, and CRM sync.9.4
• OOpenGTMA flexible open-source choice for enrichment waterfalls, AI research, and workflow routing.9.2
• People Data LabsA broad, API-first enrichment platform for teams building data workflows.9.1

See all FORGE alternatives →

Featured on iTechGuides

FORGE is listed in our Data Enrichment Software directory. Add the badge to your site — it links back to this page.

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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

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Last updated 7 Oct 2026 · How we research and update