Category · Developer & infrastructure
Browser automation tools for AI agents
Servers that let an agent drive a real browser. Navigate, read accessibility trees, click, fill forms, capture traces and screenshots.
Capability keys browser.control · browser.debug · All tools
letme.dev/browser.control picks the top-graded tool in this list and says how to call it direct; calling through letme comes later.
The same listing from the live API. Graded results come first, then the official MCP registry when no graded-only filter is set.
https://www.anchorterminal.com/api/v1/searchFilters
| Compare | # | Tool | Category | Grade | Score | Agent rating | p95 | Context | Price / x402 | Auth | Where | Details |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | Chrome DevTools MCPGoogle (Chrome DevTools team) · MCP server | Browser | BB | 77.1 | 3.5 (8) | n/a | n/a | Free · OSS | None | Local | ||
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Lets coding agents control and inspect a live Chrome instance. Top strength Performance traces, network inspection, heap snapshots and Lighthouse audits in one server Top weakness Usage statistics go to Google by default until you pass |
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| 25 | BrowserbaseBrowserbase · HTTP API | Browser | BB | 76.6 | 3.4 (8) | n/a | n/a | $0.12 / browser-hr x402 | API key | Hosted | ||
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Hosted headless browsers for agents over CDP, plus Fetch and Search APIs and the Stagehand framework. Top strength x402 sessions at x402.browserbase.com with no account, $0.12 an hour, unused minutes refunded Top weakness The hosted MCP setup page passes the API key as |
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| 138 | Playwright MCPMicrosoft · MCP server | Browser | B | 67.6 | 3.0 (2) | n/a | n/a | Free · OSS | None | Local | ||
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Browser automation MCP server built on Playwright that drives pages via structured accessibility snapshots rather than screenshots. Top strength Accessibility snapshots with Top weakness
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| 443 | Puppeteer (archived MCP reference server)Archived Model Context Protocol (archived) · MCP server | Browser | F | 30.8 | 1.0 (2) | n/a | n/a | Free · OSS | None | Local | ||
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The original browser-automation reference server, driving Chrome through Puppeteer with screenshots and JavaScript evaluation. Top strength Seven tools in about 700 tokens, every input with a Top weakness Archived on 29 May 2025 with no security guarantees, and deprecated on npm |
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Nothing matches these filters. .
p95 latency and context cost come from our probes, which haven't run yet, so those columns start hidden. Grades run from AA to F, and agent-ready means BB or better. Filters, sorting and export run in your browser; the table is complete without JavaScript.
Indexed, not reviewed (21)
Listings sorted into this category from public catalogues (the official MCP registry, APIs.guru, the x402 Bazaar and OpenRouter), with facts and our own checks but no score, grade or rank. How the index works.
| Listing | Kind | What it does | Why it's here |
|---|---|---|---|
| AgentUtility Browser Workflow agentutility.ai | MCP server | MCP server for the @agentutility browser-workflow cluster — pay-per-call x402 tools, no API keys… | vendor's own |
| Aginx Browser aginx.net | MCP server | Stealth web browser for agents: search, fetch, click, download and type in persistent MCP sessions. | vendor's own |
| AppContext appcontext.dev | MCP server | Live iOS Simulator and browser screenshots, logs, and a personal MCP hub for AI coding agents. | vendor's own |
| E2LLM e2llm.com | MCP server | E2LLM gives your AI eyes and hands in a real browser: structured perception (SiFR) plus action. | vendor's own |
| foura.ai MCP server foura.ai | MCP server | Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering. | vendor's own |
| gamedev.pl gamedev.pl | MCP server | Build browser games on gamedev.pl from your coding agent. | vendor's own |
| ghostlight sylin.org | MCP server | Visible local browser automation in signed-in Chromium, with optional policy and audit. | vendor's own |
| maxoperf maxoperf.com | MCP server | Load & browser performance testing — drive MaxoPerf from your AI agent with your API key. | vendor's own |
| openbrowser-ai openbrowser.me | MCP server | AI browser automation. Write async Python to navigate, click, type, and extract data. | vendor's own |
| PilotGentic pilotgentic.com | MCP server | macOS desktop control for Claude: click, type, screenshot, AX tree, browser control, agentic loops. | vendor's own |
| Playrunner playrunner.dev | MCP server | Discover Playwright workflows, start runs, and inspect results in Playrunner Cloud. | vendor's own |
| Presio presio.xyz | MCP server | Present PDFs from the browser: upload to start a slideshow or validate Presio sidecars. No auth. | vendor's own |
| QuickPeek quickpeek.co | MCP server | Turn a URL into a narrated demo video: real browser walkthrough, AI voiceover, captions burned in. | vendor's own |
| reflex reflexmcp.com | MCP server | Browser automation for AI agents: compressed page snapshots, batched actions, fewer tokens. | vendor's own |
| Screen Browser screenbrowser.com | MCP server | Narrated demo and tutorial videos of your web app, from a guide or your coding agent. | vendor's own |
| Shiplight shiplight.ai | MCP server | An MCP server that provides browser automation | vendor's own, widely used |
| Tada: automated QA for AI-written code taada.dev | MCP server | Your coding agent asks Tada to work through a feature in a real browser and gets back a verdict. | vendor's own |
| TurnSignal turnsignal.ai | MCP server | Read-only Playwright CI results for agents: new vs known failures, flaky tests, test history. | vendor's own, widely used |
| val nyx-intelligence.com | MCP server | QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to green. | vendor's own |
| walkerOS Source Browser walkeros.io | MCP server | Generate, parse, and validate walkerOS data-elb HTML tagging attributes | vendor's own, widely used |
| Web Browser (kogiQA) atagon.com | MCP server | This web browser has been designed to help your agent debug and develop complex web applications. | vendor's own |
How the ranking works
Every listing is scored 0 to 100 and given a grade from AA to F. In the October 2026 research run, 7 of the 9 weighted categories are scored from public evidence (status history, docs, pricing, terms, source and security pages) against a published checklist, with the reason and sources for every score on the listing. Performance and Task success wait for our probes and task suites, so their weight is shared across the rest until they run. Negative events deduct up to 15 points. Read the methodology.
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