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

daijro/browserforge

🎭 Intelligent browser header & fingerprint generator observed · 2026-08-28

github.com/daijro/browserforge · homepage · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

56/100

  • Activity 69
  • Release rhythm 35
  • Longevity 64

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: 903
  • days_rel: n/a
  • days_push: 188
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1224 stars · 85 forks observed · 2026-08-28

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

BrowserForge is a Python library that generates realistic browser headers and fingerprints, mimicking real-world browser, OS, and device distributions using a Bayesian generative network. It is a Python reimplementation of Apify's fingerprint-suite and integrates with requests and Playwright.

Use cases

  • generate realistic browser headers for web scraping
  • create browser fingerprints to avoid bot detection
  • randomize user-agent and device profiles in requests
  • spoof browser fingerprints in playwright automation
  • mimic real web traffic header distributions

When to choose

  • you need statistically realistic browser headers or fingerprints for scraping
  • you want fast, customizable header generation in Python
  • you use requests or Playwright and need anti-fingerprinting

When to avoid

  • you need a full stealth browser rather than header/fingerprint generation
  • your project is not in Python
  • you need guaranteed undetectability against advanced anti-bot systems

Facets

library · maturity active

web-scraping http-client data-generation web-development crawlers privacy python cross-platform browser-fingerprinting http-headers anti-detection playwright requests

3 sources

Member repositories

RepositoryRoleHealth v2
daijro/browserforgemain56

For agents

markdown · JSON · MCP: product_card(name="daijro/browserforge")

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