Browser Forest

Browser Forest provides cloud‑based Chromium browsers designed for AI agents and automation. Users can create undetectable browser sessions via CDP (Playwright/Puppeteer) with built‑in captcha solving and anti‑detection patches. The service offers a free tier with no credit‑card required, 300 minutes of usage and up to three concurrent sessions, plus paid plans for higher concurrency. It targets developers needing scalable, stealthy browsing for scraping, testing, or AI‑driven web interactions.

Browser Forest is listed with 2 APIs on the APIs.io network. Tagged areas include Cloud Browser, AI Agents, Automation, Chromium, and Free Tier.

The Browser Forest catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Browser Forest’s developer surface includes authentication, documentation, API reference, pricing, engineering blog, signup flow, and 12 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

30.1/100 thin Agent 21/100 agent aware Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemiumSelf serve⚡ Free to try

2 APIs

Cloud Browser AI Agents Automation Chromium Free Tier

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 30.1/100 · thin

Contract Quality 5.2 / 21

Developer Ergonomics 3.6 / 17

Access Clarity 9.2 / 17

Operational Transparency 0.0 / 11

Contract Governance 2.2 / 10

Discoverability 4.6 / 9

Regulatory Posture 3.1 / 15

Agent readiness — 21/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 0 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

10 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 24.7 — up to +18.8 composite points
Developer Ergonomics scores 21.4 — up to +15.7 composite points
Operational Transparency scores 0.0 — up to +13.0 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/browserforest-com/apis.yml: open an issue on github.com/api-evangelist/browserforest-com to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 1

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

APIs 2

Individual APIs this provider publishes, each with its own machine-readable definition.

Browser Forest API

Browser Forest API provides REST endpoints for creating and managing browser sessions, contexts, and cookies. Base URL: https://browserforest.com/api/v1 as documented.

Browser Forest API

Browser Forest API as documented publicly: 64 operations. Contract generated from the documentation by API Evangelist (2026-11-03); not the provider's own document.

Browser Forest API pricing

Prices published by Browser Forest, read 2026-11-03 from browserforest.com/pricing.

Plan	Price
Free	$0/month
Starter	$19/month
Pro	$79/month
Business	$249/month

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

Browserforest Com Plans Pricing

4 plans

PLANS

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Browserforest Com Context

14 classes · 13 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Browser Forest API Rules

42 rules · 40 errors 1 warnings 1 info

SPECTRAL

JSON Schema 6

Standalone JSON Schema definitions for this provider's data models.

PostApiV1ScrapeResponse

4 properties

JSON SCHEMA

PostV1AuthLoginRequest

1 properties

JSON SCHEMA

PostV1CaptchaSolveInteractRequest

1 properties

JSON SCHEMA

PostV1CaptchaSolveRequest

1 properties

JSON SCHEMA

PutApiV1SessionsSesXxxxCookiesRequest

1 properties

JSON SCHEMA

PutApiV1SessionsSesXxxxxxxxCookiesRequest

1 properties

JSON SCHEMA

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Browserforest Com Authentication

1 scheme

SECURITY

Browserforest Com Domain Security

TLSv1.3 · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

SignUp

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Conformance

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Commercial 4

Pricing, plans, and the legal terms of use

Plans

TermsOfService

PrivacyPolicy

Pricing

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: browserforest-com
name: Browser Forest
description: Browser Forest provides cloud‑based Chromium browsers designed for AI agents and automation. Users can create
  undetectable browser sessions via CDP (Playwright/Puppeteer) with built‑in captcha solving and anti‑detection patches. The
  service offers a free tier with no credit‑card required, 300 minutes of usage and up to three concurrent sessions, plus
  paid plans for higher concurrency. It targets developers needing scalable, stealthy browsing for scraping, testing, or AI‑driven
  web interactions.
url: https://artifacts.apis.io/browserforest-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-03 (modular-v1; was harvest)
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  gated: none
  gated_source:
  - onboarding
  label: Freemium · Self-serve signup
  confidence: medium
  probe_state: unreadable
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.20'
created: '2026-11-03'
modified: '2026-11-03'
tags:
- Cloud Browser
- AI Agents
- Automation
- Chromium
- Free Tier
tags_raw:
- Cloud Browsers
- AI Agents
- Automation
- Chromium
- Free Tier
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/browserforest-com-plans-pricing.yml
- type: Spectral
  url: rules/browserforest-com-rules.yml
- type: JSONLD
  url: json-ld/browserforest-com-context.jsonld
- type: Vocabulary
  url: vocabulary/browserforest-com-vocabulary.yml
- type: DataModel
  url: data-model/browserforest-com-data-model.yml
- type: Authentication
  url: authentication/browserforest-com-authentication.yml
- type: Conformance
  url: conformance/browserforest-com-conformance.yml
- type: Hosts
  url: hosts/browserforest-com-hosts.yml
- type: Vendors
  url: vendors/browserforest-com-vendors.yml
- type: TermsOfService
  url: https://browserforest.com/legal/terms
- type: PrivacyPolicy
  url: https://browserforest.com/legal/privacy
- type: DomainSecurity
  url: security/browserforest-com-domain-security.yml
- type: Website
  url: https://browserforest.com/
- type: Documentation
  url: https://browserforest.com/docs
- type: APIReference
  url: https://browserforest.com/api/docs
- type: Pricing
  url: https://browserforest.com/pricing
- type: Blog
  url: https://browserforest.com/blog
- type: SignUp
  url: https://browserforest.com/login
apis:
- name: Browser Forest API
  description: 'Browser Forest API provides REST endpoints for creating and managing browser sessions, contexts, and cookies.
    Base URL: https://browserforest.com/api/v1 as documented.'
  humanURL: https://browserforest.com/docs
  baseURL: https://browserforest.com/api/v1
  aid: browserforest-com:browser-forest-api
- aid: browserforest-com:browserforest-com-api
  name: Browser Forest API
  description: 'Browser Forest API as documented publicly: 64 operations. Contract generated from the documentation by API
    Evangelist (2026-11-03);

    not the provider''s own document.'
  humanURL: https://browserforest.com/api/docs
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/browserforest-com-openapi-generated.yml
    x-provenance: generated
  - type: JSONSchema
    url: json-schema/browserforest-com-put-api-v1-sessions-ses-xxxxxxxx-cookies-request-schema.json
  - type: JSONSchema
    url: json-schema/browserforest-com-post-api-v1-scrape-response-schema.json
  - type: JSONSchema
    url: json-schema/browserforest-com-put-api-v1-sessions-ses-xxxx-cookies-request-schema.json
  - type: JSONSchema
    url: json-schema/browserforest-com-post-v1-captcha-solve-interact-request-schema.json
  - type: JSONSchema
    url: json-schema/browserforest-com-post-v1-auth-login-request-schema.json
  - type: JSONSchema
    url: json-schema/browserforest-com-post-v1-captcha-solve-request-schema.json
x-coverage:
  state: unreadable
  reason: js-rendered-docs
  detail: Documentation pages are rendered HTML with no machine‑readable OpenAPI spec available.
  evidence:
  - url: https://browserforest.com/docs
    status: 200
  checked: '2026-11-03'
x-enrichment:
  date: '2026-11-03'
  status: enriched
  artifacts_added: 23
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Browser Forest API — frequently asked questions

Does Browser Forest have an API?

Yes. APIs.io lists 2 APIs from Browser Forest, including Browser Forest API and Browser Forest API.

Is there an OpenAPI specification for the Browser Forest API?

Yes. APIs.io indexes 1 OpenAPI specification for Browser Forest, each linked for download from this page.

How do I authenticate with the Browser Forest API?

Browser Forest uses bearer-token authentication (1 scheme). The details are profiled on APIs.io as Browserforest Com Authentication.

How much does the Browser Forest API cost?

Browser Forest publishes its prices; its Free plan is $0/month as of 2026-11-03. APIs.io lists 4 pricing plans for Browser Forest, with each plan's price, limits and inclusions under Pricing on this page.

Is the Browser Forest API ready for AI agents?

Browser Forest has a Kin Score of 30.1 out of 100 (thin) and an Agent Readiness score of 20.6 (agent-aware), scored by API Evangelist on 2026-11-06.

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