Ross ROSS = Recommend OSS · open-source software intelligence for agents

firecrawl/fire-enrich

🔥 AI-powered data enrichment tool that transforms emails into rich datasets with company profiles, funding data, tech stacks, and more using Firecrawl and multi-agent AI observed · 2026-08-28

github.com/firecrawl/fire-enrich · TypeScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

39/100

  • Activity 46
  • Release rhythm 35
  • Longevity 32

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 453
  • days_rel: n/a
  • days_push: 329
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1255 stars · 314 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Fire Enrich is an AI-powered data enrichment web application that transforms a list of email addresses into rich company datasets, including industry, funding, headcount, and tech stack details. It combines Firecrawl web scraping with OpenAI-driven multi-agent extraction, built on Next.js 15.

Use cases

  • enrich a list of emails with company profiles
  • find funding stage and total raised for companies from email domains
  • build lead lists with industry and employee count data
  • identify tech stacks used by companies behind email addresses
  • scrape and aggregate company web data automatically
  • generate structured JSON datasets from raw email lists

When to choose

  • you need to turn raw email lists into structured company intelligence
  • you want a self-hosted enrichment tool powered by web scraping and LLMs
  • you need sourced, citation-backed enrichment results
  • you want a deployable Next.js app for sales or research data enrichment

When to avoid

  • you need offline enrichment without external API dependencies
  • you require bulk enrichment of millions of records at enterprise scale
  • you cannot provide Firecrawl or OpenAI API keys
  • you need strict data privacy since emails and scraped data pass through third-party APIs

Facets

application · maturity active

web-scraping data-science etl agent-framework llm-inference data-generation data-science artificial-intelligence analytics self-hosted data-enrichment email-enrichment nextjs openai firecrawl multi-agent company-profiling lead-generation automation nodejs web-server docker

1 source

Member repositories

RepositoryRoleHealth v2
firecrawl/fire-enrichmain39

For agents

markdown · JSON · MCP: product_card(name="firecrawl/fire-enrich")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem