Head to head · Browser automation · October 2026 research run

Selenium vs Skyvern

Selenium scores 73.6 (BB) on agent readiness against Skyvern's 63.1 (B), and leads in 5 of 7 scored categories. Skyvern leads on agent ergonomics and security & auth. Both do browser automation.

Best browser automation tools for AI agents · All 120 browser comparisons

Which one, for what

Selenium BB

Best for Agents that write test or automation scripts in any of five languages, and teams with a Grid.

Ahead on

  • Reliability, 90 against 57
  • Payments & pricing, 60 against 32
  • Maintenance & community, 94 against 85

Also in its favour

  • Agent-ready, a grade of BB or better
  • No key needed to call it
  • No incidents deducted, where Skyvern loses 3 points for them

Watch for

No MCP server from the project. The docs point to community servers and say they are third-party

Skyvern B

Best for Agents that must finish a multi-step job on sites with logins, 2FA and forms, where stored credentials, saved workflows and cached scripts matter more than raw browser time.

Ahead on

  • Agent ergonomics, 76 against 70
  • Security & auth, 59 against 43

Also in its favour

  • A hosted endpoint, with nothing to install
  • Runs on your own machine
  • Free to start without a card

Watch for

Every API key and OAuth token has full organisation authority. The docs state there are no read-only, per-endpoint or per-resource keys

Score by category

CategoryWeight this runSeleniumSkyvernEdge
Reliability16%209057Selenium +33
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28988Selenium +1
Agent ergonomics13%16.27076Skyvern +6
Security & auth14%17.54359Skyvern +16
Payments & pricing10%12.56032Selenium +28
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.89485Selenium +9
Transparency & trust7%8.87472Selenium +2
Negative events≤150-3
TotalBB 73.6/100B 63.1/100

Facts side by side

FactSeleniumSkyvern
KindSDK + MCPHTTP API
VendorSelenium project (Software Freedom Conservancy)Ikonomos Inc. (Skyvern)
Hosted endpointno (local only)https://api.skyvern.com/v1
TransportsHTTPHTTP, Streamable HTTP, stdio
AuthNoneOAuth or key
PricingFreeFreemium
x402nono
LicenceApache-2.0AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository
Tools exposednone114
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listedio.github.Skyvern-AI/skyvern
Last release2026-10-092026-10-01
Terms last updatedno document linked2026-02-27
Privacy policy last updatedno document linked2026-10-01
Customer content may train modelsyes, with an opt-out
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waiveryes
Popularity35k stars, 1.8M npm/wk, 6.9M PyPI/wk23k stars, 3.2k npm/wk, 1.6k PyPI/wk

Verdicts

Selenium

Selenium is stable, Apache-2.0 software on 4.51.0 with bindings in five languages, CI passing on trunk, an llms.txt and an agent guide added in September 2026. It has no MCP server of its own, Selenium Manager sends usage statistics by default, and Grid accepts unauthenticated sessions unless a username and password are set.

Skyvern

The hosted MCP server annotates every tool as read-only or destructive and can advertise a 29 or 32-tool subset in place of 114, and the API has a written six-month deprecation policy. Every key and OAuth token carries full organisation authority, with no read-only or scoped credential, and no request rate limits are documented.

Before you call either

Selenium

  1. Install with pip install selenium (Python 3.10 or later) and let Selenium Manager fetch drivers. Do not set driver paths
  2. Use WebDriverWait with expected conditions, never fixed sleeps, and do not mix implicit and explicit waits
  3. Set SE_AVOID_STATS=true to stop Selenium Manager sending usage statistics
  4. Point coding agents at https://www.selenium.dev/llms.txt. Most Selenium 2 and 3 era examples use removed APIs
  5. Set --username and --password before exposing a Grid beyond localhost. Check http://localhost:4444/status before creating sessions

Skyvern

  1. Connect to https://api.skyvern.com/mcp/x/lean or /x/operate, or send X-Skyvern-Scope, so the client loads 32 or 29 tools. The scope filters the list and does not limit permissions
  2. Use a separate Skyvern organisation for each blast radius. Any key or OAuth token can read and write stored credentials and delete workflows
  3. Never pass passwords to skyvern_act or skyvern_type. Store them as credentials and call skyvern_login
  4. Set max_steps on tasks, or x-max-steps-override on agent runs, to cap credits. A run that reaches the cap ends as timed_out
  5. On 503 from POST /v1/run/agents, wait Retry-After seconds. No run was created, so resubmitting is safe

Questions

Which is better for AI agents, Selenium or Skyvern?

Selenium scores 73.6 (BB) on agent readiness against Skyvern's 63.1 (B), and leads in 5 of 7 scored categories. Skyvern leads on agent ergonomics and security & auth.

Can an agent call Selenium and Skyvern without installing anything?

No hosted endpoint is listed for Selenium. Skyvern has a hosted endpoint at https://api.skyvern.com/v1.

Are Selenium and Skyvern open source?

Yes. Selenium is open source (Apache-2.0). Skyvern is open source (AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository).

Other comparisons with Selenium or Skyvern

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