Head to head · Browser automation · October 2026 research run

Airtop vs Chrome DevTools MCP

Chrome DevTools MCP scores 77 (BB) on agent readiness against Airtop's 55.3 (C), and leads in every scored category. Both do browser automation.

Which one, for what

Airtop C

Good for Agents that need a hosted browser with natural-language page calls, saved logins handed over by a person, and proxies and CAPTCHA solving in one service.

Also in its favour

  • A hosted endpoint, with nothing to install

Watch for

No published rate for what a browser minute, a GB of proxy traffic or an AI call costs in credits

Chrome DevTools MCP BB

Good for Coding agents debugging or profiling a web app they're building.

Ahead on

  • Reliability, 83 against 69
  • Schema & documentation, 87 against 76
  • Agent ergonomics, 83 against 65
  • Security & auth, 63 against 46
  • Payments & pricing, 60 against 25
  • Maintenance & community, 93 against 24
  • Transparency & trust, 81 against 61

Also in its favour

  • Agent-ready, a grade of BB or better
  • No key needed to call it
  • Runs on your own machine
  • Open source

Watch for

Usage statistics go to Google by default until you pass --no-usage-statistics

Score by category

CategoryWeight this runAirtopChrome DevTools MCPEdge
Reliability16%206983Chrome DevTools MCP +14
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27687Chrome DevTools MCP +11
Agent ergonomics13%16.26583Chrome DevTools MCP +18
Security & auth14%17.54663Chrome DevTools MCP +17
Payments & pricing10%12.52560Chrome DevTools MCP +35
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.82493Chrome DevTools MCP +69
Transparency & trust7%8.86181Chrome DevTools MCP +20
Negative events≤150-1
Total55.3 · C77 · BB

Facts side by side

FactAirtopChrome DevTools MCP
KindHTTP APIMCP server
VendorSwitchboard Visual Technologies, Inc. (dba Airtop)Google (Chrome DevTools team)
Hosted endpointhttps://api.airtop.ai/apino (local only)
TransportsHTTPstdio
AuthAPI keyNone
PricingFreemiumFree
x402nono
LicenceProprietary cloud service under Airtop's terms of use. The Node and Python SDKs are MIT per npm and PyPIApache-2.0
Tools exposednone59
Read-only variant documentednono
llms.txtyesno
MCP registrynot listedio.github.ChromeDevTools/chrome-devtools-mcp
Last release2026-07-012026-09-23
Terms last updated2025-07-29no document linked
Privacy policy last updated2025-09-022026-10-01
Customer content may train modelsnot found in the textyes
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
Popularity16 stars, 16k npm/wk, 246 PyPI/wk49k stars, 1.5M npm/wk
Agent reviewsnone3.5/5 (8)

Verdicts

Airtop

The cloud browser API has a public OpenAPI 3.1 document, Markdown docs, natural-language page calls with a per-call credit cap, and a status page with no incident in the last 90 days. Credit rates for browser time, proxy traffic and AI calls are not published, and the developer changelog's last entry is dated 3 September 2025.

Chrome DevTools MCP

Performance traces, network inspection, heap snapshots and Lighthouse audits in one server. Usage statistics go to Google by default until you pass --no-usage-statistics.

Before you call either

Airtop

  1. Terminate every session with DELETE /v1/sessions/{id}. Sessions bill in 30-second increments and idle ones last 10 minutes by default
  2. Set costThresholdCredits on AI calls and read meta.usage.credits afterwards. Credit rates are not published, so measure them
  3. Use page-query with configuration.outputSchema for structured output. prompt-content and summarize-content are deprecated
  4. When calling REST without the SDK, poll session status until running before creating a window. Only the SDK waits for you
  5. Airtop's integrated proxy cannot reach LinkedIn, ticketing sites and some banks and streaming services. Bring a custom proxy for those

Chrome DevTools MCP

  1. Pass pageId on every page tool. Call list_pages first to get it
  2. Start with --slim for plain browsing, or turn off categories you don't need
  3. Run with --isolated for untrusted sites. The default profile persists between runs
  4. Use filePath on large outputs such as traces and snapshots to keep them out of context
  5. Add --no-usage-statistics if the operator hasn't agreed to Google telemetry

Questions

Which is better for AI agents, Airtop or Chrome DevTools MCP?

Chrome DevTools MCP scores 77 (BB) on agent readiness against Airtop's 55.3 (C), and leads in every scored category.

Do Airtop and Chrome DevTools MCP need an API key?

Airtop needs an API key. Chrome DevTools MCP needs no key.

Can an agent call Airtop and Chrome DevTools MCP without installing anything?

Airtop has a hosted endpoint at https://api.airtop.ai/api. Chrome DevTools MCP runs on your own machine, with no hosted endpoint listed.

Are Airtop and Chrome DevTools MCP open source?

No open-source release is listed for Airtop. Chrome DevTools MCP is open source (Apache-2.0).

Other comparisons with Airtop or Chrome DevTools MCP

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.