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Browser Use

Connect AI agents to the web: Browser Use lets LLMs browse, interact, and extract from any website autonomously.

@ai-supply
Installs164k
⟳ upstream 0.13.6 · updated 9d ago
↗ Source repository
← More Agentic capabilityAgentic capability leaderboard →How we grade security →Source ↗
✓ Grade A · 100/100 · SafeSecurity assessment
✓No compromise signals37capabilities surfaced7of 20 OWASP controls clear
Broad capability surfaceSuspicious network referencesPotentially unbounded loopBroad capability surface
scanned 7d ago·osv · gitleaks · opengrep · picklescan + heuristics·full breakdown in the Security tab ↓

Browser Use

Browser Use is the leading open-source library for giving AI agents full browser control. Agents can navigate to URLs, click elements, fill forms, extract text, take screenshots, and handle multi-tab workflows — all driven by natural language tasks. It sits on top of Playwright and wraps browser state into a compact LLM-friendly representation.

Key Features

  • Natural language tasks — describe a web task in plain English; the agent figures out the clicks
  • Playwright-backed — full Chromium control with support for authentication, cookies, and JS-rendered pages
  • Smart DOM extraction — converts complex page DOM into a compact, token-efficient representation for the LLM
  • Multi-tab management — agents can open, switch, and close tabs as needed
  • Vision + DOM — supports both screenshot-based and DOM-based navigation strategies
  • Multi-agent — multiple Browser Use agents can collaborate in parallel
  • Provider-agnostic — works with OpenAI, Anthropic, Gemini, and any LangChain-compatible model

Quick Start

pip install browser-use
playwright install chromium
import asyncio
from langchain_openai import ChatOpenAI
from browser_use import Agent

async def main():
    agent = Agent(
        task="Go to Hacker News and find today's top story title.",
        llm=ChatOpenAI(model="gpt-4o"),
    )
    result = await agent.run()
    print(result)

asyncio.run(main())

Install via ai-supply

npx ai-supply add browser-use-web-agent

Curated mirror of the open-source Browser Use project (MIT). Install upstream from the repository.

Rating rank
#1
of 35 in Agentic capability
Install rank
#16
of 35 in Agentic capability
Security score
100/100 · A
safe
Security rank
#1
of 35 in Agentic capability
Installs
164k
cat avg 186k
This listing vs category average
Installs
this
cat avg
Security (of 100)
this
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See the Agentic capability leaderboard →
✓ Security: Safe · 100100/100 · grade Ascanned 7d ago
✓ no compromise signals37 risk-surface · 8/20 OWASP controls flagged

Compromise signals — malicious or tampered code (leaked secrets, backdoors, a dropped executable) — reduce the score, and known dependency CVEs carry a bounded penalty (they warrant review but never QUARANTINE — update the dependency to clear). Other dangerous-by-capability traits are risk surface, expected for some capabilities. Every finding is mapped to its OWASP control below.

What this capability can do · med confidence (static)
⚑ filesystem⚑ shell⚑ network⚑ secretsinstall: script:browser-use-browser-use-950eb03/bin/setup.sh
egress → docs.browser-use.com, pypi.org, developer.chrome.com, browser-use.com, link.browser-use.com, x.com, dl.google.com, astral.sh +32

Findings mapped to the OWASP Top 10 for LLM Applications (2025) and the OWASP Machine Learning Security Top 10. Expand any flagged control for the exact findings — compromise reduces the score; expected/risk-surface do not, except a known CVE, which carries a small bounded penalty (high/critical → Review).

OWASP Top 10 for LLM Applications
⚠LLM01Prompt Injectionhigh
Adversarial instructions embedded in an artifact that hijack a downstream LLM.
•Prompt-injection phrasing — instruction-subversion language detected · browser-use-browser-use-950eb03/browser_use/agent/message_manager/service.py (CWE-77)expected
⚠LLM05Improper Output Handlinghigh
Code that pipes model/user output into shell, eval, SQL or paths unsafely.
•Suspicious code patterns — pipe-to-shell install · browser-use-browser-use-950eb03/.github/workflows/install-script.yml (CWE-494)expected
•Suspicious code patterns — destructive rm -rf / · browser-use-browser-use-950eb03/Dockerfile (CWE-78)expected
•Suspicious code patterns — pipe-to-shell install; OS command execution · browser-use-browser-use-950eb03/browser_use/beta/service.py (CWE-494)expected
•Suspicious code patterns — OS command execution · browser-use-browser-use-950eb03/browser_use/browser/chrome.py (CWE-78)expected
•Suspicious code patterns — dynamic code execution · browser-use-browser-use-950eb03/browser_use/mcp/cli_mcp.py (CWE-95)expected
⚠LLM06Excessive Agencyhigh
Over-broad tool/permission surface or unrestricted egress.
•External endpoints declared — 3 distinct host(s) · browser-use-browser-use-950eb03/.env.exampleexpected
•External endpoints declared — 2 distinct host(s) · browser-use-browser-use-950eb03/.github/CONTRIBUTING.mdexpected
•External endpoints declared — 5 distinct host(s) · browser-use-browser-use-950eb03/.github/ISSUE_TEMPLATE/1_element_detection_bug.ymlexpected
•External endpoints declared — 7 distinct host(s) · browser-use-browser-use-950eb03/.github/ISSUE_TEMPLATE/3_feature_request.ymlexpected
•External endpoints declared — 1 distinct host(s) · browser-use-browser-use-950eb03/.github/ISSUE_TEMPLATE/4_docs_issue.ymlexpected
•Broad capability surface — 3 high-impact capability categories referenced — verify least-privilege · browser-use-browser-use-950eb03/AGENTS.md (CWE-272)risk surface
•External endpoints declared — 16 distinct host(s) · browser-use-browser-use-950eb03/AGENTS.mdexpected
•External endpoints declared — 4 distinct host(s) · browser-use-browser-use-950eb03/CLOUD.mdexpected
•External endpoints declared — 11 distinct host(s) · browser-use-browser-use-950eb03/README.mdexpected
•Broad capability surface — 4 high-impact capability categories referenced — verify least-privilege · browser-use-browser-use-950eb03/browser_use/beta/service.py (CWE-272)risk surface
•External endpoints declared — 9 distinct host(s) · browser-use-browser-use-950eb03/browser_use/browser/profile.pyexpected
•External endpoints declared — 19 distinct host(s) · browser-use-browser-use-950eb03/browser_use/dom/playground/extraction.pyexpected
•External endpoints declared — 6 distinct host(s) · browser-use-browser-use-950eb03/browser_use/mcp/manifest.jsonexpected
•Egress to an anonymous-paste / tunnel / OOB endpoint — https://<ngrok-id>.ngrok-free.app/slack/events · browser-use-browser-use-950eb03/examples/integrations/slack/README.md (CWE-200)expected
•External endpoints declared — 22 distinct host(s) · browser-use-browser-use-950eb03/skills/open-source/references/models.mdexpected
•Egress to an anonymous-paste / tunnel / OOB endpoint — abc.trycloudflare.com · browser-use-browser-use-950eb03/skills/remote-browser/SKILL.md (CWE-200)expected
•External endpoints declared — 56 distinct host(s) · browser-use-browser-use-950eb03/tests/ci/security/test_domain_filtering.pyexpected
•Egress to a private/loopback host — 192.168.1.1, 192.168.0.100, 10.0.0.1, 10.255.255.255, 172.16.0.1, 172.31.255.254, 127.0.0.1, 127.1.2.3, [::1], 192.168.0.1 · browser-use-browser-use-950eb03/tests/ci/security/test_ip_blocking.py (CWE-918)expected
•External endpoints declared — 36 distinct host(s) · browser-use-browser-use-950eb03/tests/ci/security/test_ip_blocking.pyexpected
•Egress to a private/loopback host — 127.0.0.1 · browser-use-browser-use-950eb03/tests/ci/test_beta_agent.py (CWE-918)expected
•External endpoints declared — 20 distinct host(s) · browser-use-browser-use-950eb03/tests/ci/test_beta_agent.pyexpected
⚠LLM07System Prompt Leakagemedium
Secrets, internal hosts or proprietary logic exposed in shipped prompts.
•Internal host / private infrastructure reference — shipped content references a private IP range or internal-only host · browser-use-browser-use-950eb03/browser_use/browser/demo_mode.py (CWE-200)risk surface
•Low-confidence secret match — 1 possible: generic-api-key · browser-use-browser-use-950eb03/browser_use/tokens/service.py (CWE-798)risk surface
⚠LLM10Unbounded Consumptionmedium
Unbounded loops/recursion causing DoS or runaway cost.
Enforced at runtime by the gateway (rate limits + spend caps + size caps); static check flags unbounded loops.
•Potentially unbounded loop — an infinite loop (while True / while(1) / for(;;)) may cause runaway consumption · browser-use-browser-use-950eb03/browser_use/beta/service.py (CWE-835)risk surface
⚠LLM02Sensitive Information Disclosurelow
Secrets, credentials or PII shipped inside the artifact.
•Low-confidence secret match — 1 possible: generic-api-key · browser-use-browser-use-950eb03/browser_use/tokens/service.py (CWE-798)risk surface
§LLM09MisinformationGovernance
Artifacts designed to produce false/deceptive output.
Detectable only by runtime behavioral evaluation; addressed via responsible-use attestation.
✓LLM03Supply ChainPassed
✓LLM04Data and Model PoisoningPassed
Backdoors/poisoning in training data or serialized models.
Behavioral poisoning needs model execution; static check covers unsafe serialization + dataset skew only.
✓LLM08Vector and Embedding WeaknessesPassed
PII or plaintext source leakage in embedding/vector exports.
Embedding inversion/poisoning is largely runtime; static check covers PII in vector exports.
OWASP Machine Learning Security Top 10
⚠ML02Data Poisoninghigh
Poisoned training datasets with triggers or anomalous distributions.
Static check covers trigger phrasing, PII and label skew; full poisoning detection is runtime.
•Prompt-injection phrasing — instruction-subversion language detected · browser-use-browser-use-950eb03/browser_use/agent/message_manager/service.py (CWE-77)expected
⚠ML09Output Integrityhigh
Middleware tampering with model outputs in transit.
Gateway enforces TLS + response integrity; static check flags output-rewriting code.
•Suspicious code patterns — pipe-to-shell install · browser-use-browser-use-950eb03/.github/workflows/install-script.yml (CWE-494)expected
•Suspicious code patterns — destructive rm -rf / · browser-use-browser-use-950eb03/Dockerfile (CWE-78)expected
•Suspicious code patterns — pipe-to-shell install; OS command execution · browser-use-browser-use-950eb03/browser_use/beta/service.py (CWE-494)expected
•Suspicious code patterns — OS command execution · browser-use-browser-use-950eb03/browser_use/browser/chrome.py (CWE-78)expected
•Suspicious code patterns — dynamic code execution · browser-use-browser-use-950eb03/browser_use/mcp/cli_mcp.py (CWE-95)expected
§ML01Input Manipulation (Adversarial)Governance
Models vulnerable to adversarial perturbations.
Requires runtime robustness evaluation; addressed via publisher robustness attestation.
§ML03Model InversionGovernance
Training data reconstructable from a model's outputs.
Runtime/evaluation property; addressed via model-card data-provenance + DP attestation.
§ML04Membership InferenceGovernance
Determining whether a record was in the training set.
Runtime/evaluation property; addressed via overfitting disclosure + DP attestation.
§ML08Model SkewingGovernance
Models trained on skewed data producing biased output.
Requires fairness evaluation; addressed via model-card bias/limitations disclosure.
✓ML05Model TheftPassed
Unlicensed re-distribution / license-incompatible derivatives.
Static check verifies license declaration; extraction throttling is runtime.
✓ML06AI Supply ChainPassed
✓ML07Transfer Learning AttackPassed
Backdoored base models / LoRA adapters propagating to derivatives.
Backdoor detection needs behavioral probing; static check covers unsafe serialization + provenance.
✓ML10Model Poisoning (Weights)Passed
Tampered model weight files; integrity must be verifiable.
Static check enforces safe formats + records a content hash for downstream verification.
Other findings (17) · hygiene / uncategorized
•Unrecognized file type — '.dockerignore' is not on the allowlist · browser-use-browser-use-950eb03/.dockerignorerisk surface
•Unrecognized file type — '.gitattributes' is not on the allowlist · browser-use-browser-use-950eb03/.gitattributesrisk surface
•Unrecognized file type — '.git-blame-ignore-revs' is not on the allowlist · browser-use-browser-use-950eb03/.github/.git-blame-ignore-revsrisk surface
•Unrecognized file type — '.disabled' is not on the allowlist · browser-use-browser-use-950eb03/.github/workflows/build-base-image.yml.disabledrisk surface
•Unrecognized file type — '.gitignore' is not on the allowlist · browser-use-browser-use-950eb03/.gitignorerisk surface
•Unrecognized file type — '.python-version' is not on the allowlist · browser-use-browser-use-950eb03/.python-versionrisk surface
•Suspicious network references — raw IP URL (1 URLs) · browser-use-browser-use-950eb03/BETA_AGENT_INTEGRATION_FEATURES.mdrisk surface
•Unrecognized file type — '.?' is not on the allowlist · browser-use-browser-use-950eb03/Dockerfilerisk surface
•Unrecognized file type — '.fast' is not on the allowlist · browser-use-browser-use-950eb03/Dockerfile.fastrisk surface
•Possible obfuscation — very long lines paired with a decode/execute sink · browser-use-browser-use-950eb03/browser_use/browser/demo_mode.py (CWE-506)risk surface
•Suspicious network references — raw IP URL (2 URLs) · browser-use-browser-use-950eb03/browser_use/browser/watchdogs/local_browser_watchdog.pyrisk surface
•Unrecognized file type — '.dxtignore' is not on the allowlist · browser-use-browser-use-950eb03/browser_use/mcp/.dxtignorerisk surface
•Unrecognized file type — '.example' is not on the allowlist · browser-use-browser-use-950eb03/examples/cloud/env.examplerisk surface
•Suspicious network references — suspicious TLD (1 URLs) · browser-use-browser-use-950eb03/examples/file_system/alphabet_earnings.pyrisk surface
•Suspicious network references — suspicious TLD (22 URLs) · browser-use-browser-use-950eb03/skills/open-source/references/models.mdrisk surface
•Suspicious network references — raw IP URL (127 URLs) · browser-use-browser-use-950eb03/tests/ci/security/test_ip_blocking.pyrisk surface
•Suspicious network references — raw IP URL (164 URLs) · browser-use-browser-use-950eb03/tests/ci/test_beta_agent.pyrisk surface
✔ verified source · pinned browser-use-browser-use-950eb03
Check against a policy

The same gate an agent runs before installing (POST /api/v1/trust/browser-use-web-agent/check). Click a policy:

Consume Browser Use programmatically. Authenticate with an API key or session — see Authorize an agent.

# Agents: CHECK BEFORE YOU INSTALL (no auth) — score, grade, level, capability manifest
curl https://ai-supply.store/api/v1/trust/browser-use-web-agent

# Gate against your org policy (returns { pass, violations })
curl -X POST https://ai-supply.store/api/v1/trust/browser-use-web-agent/check \
  -H "Content-Type: application/json" \
  -d '{"minGrade":"B","denyPermissions":["shell"],"denyUnknownEgress":true}'

# CLI
npx ai-supply add browser-use-web-agent

# REST (install → download)
curl -X POST https://ai-supply.store/api/v1/listings/browser-use-web-agent/install \
  -H "Authorization: Bearer $AIM_KEY"

# MCP tool
install_listing({ "slug": "browser-use-web-agent" })
OpenAPI spec →
vlatest
✓ Security: Safe · 1001mo ago

Curated mirror — latest upstream source. See the repository for tagged releases.

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