{
  "data": {
    "a": {
      "slug": "browser-use",
      "name": "Browser Use",
      "vendor": "Browser Use",
      "vendorUrl": "https://browser-use.com",
      "kind": "http-api",
      "category": "browser",
      "summary": "Browser Use runs AI agents that operate a web browser. It has an MIT Python library and CLI, and a hosted cloud with an agent API, managed browsers over CDP and an MCP server.",
      "url": "https://www.anchorterminal.com/tools/browser-use",
      "markdownUrl": "https://www.anchorterminal.com/tools/browser-use.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/browser-use.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/browser-use.json",
      "repo": "https://github.com/browser-use/browser-use",
      "license": "MIT for the open-source library and the SDK. Browser Use Cloud is a proprietary service under Browser Use's terms of service",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://api.browser-use.com/api/v4",
      "packages": [
        {
          "registry": "pypi",
          "name": "browser-use-sdk"
        },
        {
          "registry": "npm",
          "name": "browser-use-sdk"
        },
        {
          "registry": "pypi",
          "name": "browser-use"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve API key from cloud.browser-use.com, sent as the `X-Browser-Use-API-Key` header with no Bearer prefix. Keys start with `bu_`, belong to one project and share its credits and concurrency. A key can carry a monthly spending cap, which is a soft limit. No scopes were found in the docs. EU keys are separate and work only on api.eu.browser-use.com. The x402 host authenticates by wallet signature with no key.",
      "pricing": "usage",
      "pricingNotes": "Pay as you go from prepaid credits, minimum top-up $5, no subscription and no expiry. Browsers $0.02 an hour, rounded up to whole minutes, plus traffic at $5 a GB through the managed residential proxy (on by default) or $0.20 a GB direct or through your own proxy. Hosted agents cost model tokens plus a 20 per cent fee, plus browser time and traffic. $1 of free credit once for eligible Google, GitHub or Microsoft signups, no card. An agent with a wallet can start without an account by x402 (https://browser-use.com/pricing, https://docs.browser-use.com/cloud/guides/x402.md).",
      "priceSummary": "$0.02 / browser-hr",
      "where": "both",
      "x402": {
        "level": "yes",
        "evidence": "x402 on https://x402.api.browser-use.com, which the docs say exposes every /api/v2 and /api/v3 route with an x402 challenge in place of API key auth. USDC on Base mainnet, signed with EIP-3009, no account or API key. Payments are credit top-ups to a project tied to the wallet, not per-call fees. /api/v4 isn't named as covered (https://docs.browser-use.com/cloud/guides/x402.md, checked 2026-10-08).",
        "endpoints": [
          {
            "url": "https://x402.api.browser-use.com/api/v3/sessions",
            "priceUsd": null,
            "network": "eip155:8453"
          }
        ]
      },
      "toolCount": 7,
      "popularity": {
        "githubStars": 117448,
        "npmWeekly": 106854,
        "pypiWeekly": 2090278,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.browser-use.com",
      "llmsTxt": "https://docs.browser-use.com/llms.txt",
      "openapi": "https://docs.browser-use.com/cloud/openapi/v4.json",
      "registryName": "com.browser-use/browser-use",
      "capabilities": [
        "browser.control",
        "browser.hosted",
        "web.extract"
      ],
      "tags": [
        "official",
        "hosted",
        "open-source",
        "usage",
        "no-card",
        "x402",
        "openapi",
        "llms-txt",
        "mcp",
        "python",
        "typescript",
        "status-page",
        "soc2"
      ],
      "lastRelease": "2026-10-07",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 77.9,
        "grade": "BB",
        "agentReady": true,
        "rank": 18,
        "ranked": true,
        "rankOf": 1076,
        "categoryRank": 1,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 78,
          "maintenance": 77,
          "payments": 90,
          "reliability": 87,
          "schema": 85,
          "security": 59,
          "transparency": 65
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "The hosted cloud accepts x402 top-ups in USDC on Base with no account or API key, and publishes prices, rate limits and three OpenAPI documents. The privacy policy says inputs are used to train Browser Use's models, API keys have no documented scopes, and no prompt-injection guidance was found in the docs.",
        "bestFor": "An agent that wants to hand a whole browser task to a hosted agent and get a result back, or that needs a low-cost cloud browser over CDP, and for unattended agents that can pay by x402.",
        "strengths": [
          "x402 host at x402.api.browser-use.com takes USDC on Base with no account or API key, and wallet top-ups start at $0.01",
          "Public prices without login, $0.02 a browser-hour, proxy traffic $5 a GB, model tokens plus a 20 per cent fee",
          "OpenAPI 3.1.0 documents for API v2, v3 and v4, llms.txt and Markdown copies of every docs page",
          "Rate limits published with numbers, and 429 bodies carry `limit_rps` and `retry_after_seconds` beside Retry-After",
          "Secret bindings limit each credential to at most 20 named hostnames, and a run takes a `maxCostUsd` cap"
        ],
        "weaknesses": [
          "The privacy policy says inputs are used to train Browser Use's AI models, with no opt-out described outside Enterprise zero data retention",
          "No scopes or permissions documented for API keys, and the per-key monthly spending cap is a soft limit",
          "No prompt-injection guidance found in the cloud docs, though agents read untrusted pages",
          "No idempotency key on `POST /runs`, and a client timeout leaves the billable run active",
          "The terms allow the service to be changed or discontinued with or without notice, and no deprecation policy was found"
        ],
        "agentNotes": [
          "Send the key as `X-Browser-Use-API-Key` with no Bearer prefix. A Bearer header returns 401",
          "Stop browsers with `PATCH /api/v4/browsers/{id}` and `{\"action\":\"stop\"}`. Closing CDP or the SDK client leaves the browser billing",
          "Poll `GET /runs/{id}/status`, not the full run, and wait for the returned Retry-After on 429, which can be 300 seconds at the edge",
          "Before resubmitting after a timeout, read the existing run's status. The server keeps running and may already have submitted a form",
          "With a wallet and no key, call x402.api.browser-use.com on `/api/v2` or `/api/v3` routes. A task stops with INSUFFICIENT_CREDITS if credit runs out mid-run"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 77.9
          }
        ],
        "editorialScores": {
          "ergonomics": 78,
          "maintenance": 77,
          "payments": 90,
          "reliability": 87,
          "schema": 85,
          "security": 59,
          "transparency": 51
        },
        "provenanceScore": 78
      },
      "connect": {
        "install": "pip install --upgrade browser-use-sdk",
        "http": "curl https://api.browser-use.com/api/v4/runs -H \"X-Browser-Use-API-Key: $BROWSER_USE_API_KEY\" -H \"Content-Type: application/json\" -d '{\"task\":\"Find the top Hacker News story\"}'",
        "claudeCode": "claude mcp add -t http -H \"x-browser-use-api-key: YOUR_API_KEY\" browser-use https://api.browser-use.com/v3/mcp",
        "config": {
          "mcpServers": {
            "browser-use": {
              "headers": {
                "x-browser-use-api-key": "YOUR_API_KEY"
              },
              "url": "https://api.browser-use.com/v3/mcp"
            }
          }
        },
        "x402": "pip install \"browser-use-sdk[x402]\"\n# set BROWSER_USE_X402_PRIVATE_KEY, then use AsyncBrowserUse from browser_use_sdk.v3, or POST https://x402.api.browser-use.com/api/v3/sessions with an x402 client (USDC on eip155:8453)"
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/browser-use"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Cloud browser",
          "unit": "browser-hour",
          "usd": 0.02,
          "note": "rounded up to whole minutes, one-minute minimum"
        },
        {
          "item": "Residential proxy traffic",
          "unit": "gb",
          "usd": 5,
          "note": "managed proxy, on by default"
        },
        {
          "item": "Direct or own-proxy traffic",
          "unit": "gb",
          "usd": 0.2
        },
        {
          "item": "Agent service fee on model tokens",
          "unit": "pct",
          "usd": 20,
          "note": "added to model cost, plus browser time and traffic"
        },
        {
          "item": "GPT-5.6 Luna input, fee included",
          "unit": "1m-tokens",
          "usd": 0.24,
          "note": "output $1.44, cached input $0.024"
        },
        {
          "item": "Claude Sonnet 5 input, fee included",
          "unit": "1m-tokens",
          "usd": 2.4,
          "note": "output $12.00, cached input $0.24"
        },
        {
          "item": "Claude Opus 5 input, fee included",
          "unit": "1m-tokens",
          "usd": 6,
          "note": "output $30.00, cached input $0.60"
        },
        {
          "item": "BU 2.0 model API input",
          "unit": "1m-tokens",
          "usd": 0.6,
          "note": "output $3.50, cached input $0.06"
        }
      ],
      "provenance": {
        "legalEntity": "Browser Use, Inc.",
        "domain": "browser-use.com",
        "domainRegistered": "2024-11-11",
        "endpointOnVendorDomain": true,
        "terms": "https://browser-use.com/legal/terms-of-service",
        "privacy": "https://browser-use.com/privacy",
        "statusPage": "https://status.browser-use.com",
        "changelog": "https://browser-use.com/changelog",
        "securityTxt": "valid",
        "checked": "2026-10-08",
        "notes": [
          "The privacy policy names Browser Use, Inc. as the responsible entity. The terms of service, last revised 15 July 2026, name Browser Use Inc. and say it is headquartered in the United States.",
          "browser-use.com/.well-known/security.txt gives security@browser-use.com and the SOC 2 page as contact and policy, with a Canonical line and no Expires field, which RFC 9116 requires.",
          "RDAP for browser-use.com gives a registration date of 2024-11-11.",
          "The API, the x402 host, the EU API and the MCP server all answer on browser-use.com subdomains.",
          "The DPA of 30 July 2026 links the sub-processor list in a Vanta trust centre, which we didn't read."
        ],
        "score": 78
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/browser-use.json",
      "live": {
        "slug": "browser-use",
        "probe": {
          "target": "https://api.browser-use.com/api/v4",
          "method": "get",
          "lastAt": "2026-10-14T09:41:45.131842786Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 409,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 399,
          "p95ms24h": 450,
          "samples24h": 248,
          "samples30d": 1432,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 93,
              "ok": 93
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 100,
              "ok": 100
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.browser-use.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-14T08:52:47.478529774Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "browser-use/browser-use",
            "version": "0.13.11",
            "released": "2026-10-07",
            "seenAt": "2026-10-13T22:47:13.717965933Z"
          },
          {
            "registry": "mcp-registry",
            "name": "com.browser-use/browser-use",
            "version": "0.13.5",
            "seenAt": "2026-10-14T04:18:30.41681267Z"
          },
          {
            "registry": "npm",
            "name": "browser-use-sdk",
            "version": "3.11.3",
            "seenAt": "2026-10-13T22:47:11.891568653Z"
          },
          {
            "registry": "pypi",
            "name": "browser-use",
            "version": "0.13.11",
            "released": "2026-10-07",
            "seenAt": "2026-10-13T22:47:12.655415622Z"
          },
          {
            "registry": "pypi",
            "name": "browser-use-sdk",
            "version": "3.11.3",
            "released": "2026-09-04",
            "seenAt": "2026-10-13T22:47:11.707553224Z"
          }
        ],
        "githubStars": 117879,
        "npmWeekly": 122895,
        "pypiWeekly": 1557602,
        "securityTxt": {
          "url": "https://browser-use.com/.well-known/security.txt",
          "state": "valid",
          "checkedAt": "2026-10-13T15:45:49.286066613Z"
        },
        "llmsTxt": {
          "url": "https://docs.browser-use.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-13T14:11:01.53653896Z"
        },
        "domain": {
          "domain": "browser-use.com",
          "registered": "2024-11-11",
          "source": "https://rdap.verisign.com/com/v1/domain/browser-use.com",
          "checkedAt": "2026-10-11T13:26:48.126166795Z"
        },
        "pages": [
          {
            "url": "https://browser-use.com/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-13T20:10:55.085202958Z",
            "changedAt": "2026-10-10T18:57:49.623718777Z",
            "fingerprint": "d1f831bb8303"
          },
          {
            "url": "https://browser-use.com/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-13T20:10:59.253402428Z",
            "changedAt": "2026-10-10T18:57:54.008758522Z",
            "fingerprint": "3cadbf3820d0"
          },
          {
            "url": "https://browser-use.com/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-13T20:11:01.126026625Z",
            "changedAt": "2026-10-10T18:57:55.683144551Z",
            "fingerprint": "bcf2ef555eb5"
          },
          {
            "url": "https://browser-use.com/legal/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-13T20:10:57.170798561Z",
            "changedAt": "2026-10-10T18:57:51.849712918Z",
            "fingerprint": "8dcee427845c"
          }
        ],
        "updatedAt": "2026-10-14T09:41:45.131842786Z"
      }
    },
    "answer": "Browser Use scores 77.9 (BB) on agent readiness against Selenium's 73.6 (BB), and leads in 3 of 7 scored categories. Selenium leads on maintenance \u0026 community and transparency \u0026 trust.",
    "b": {
      "slug": "selenium",
      "name": "Selenium",
      "vendor": "Selenium project (Software Freedom Conservancy)",
      "vendorUrl": "https://www.selenium.dev",
      "kind": "sdk",
      "category": "browser",
      "summary": "Selenium is the open-source browser automation project behind the W3C WebDriver standard, with official bindings for Java, Python, C#, Ruby and JavaScript and a self-hosted Grid server that runs browsers on other machines.",
      "url": "https://www.anchorterminal.com/tools/selenium",
      "markdownUrl": "https://www.anchorterminal.com/tools/selenium.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/selenium.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/selenium.json",
      "repo": "https://github.com/SeleniumHQ/selenium",
      "license": "Apache-2.0",
      "transports": [
        "http"
      ],
      "packages": [
        {
          "registry": "pypi",
          "name": "selenium"
        },
        {
          "registry": "npm",
          "name": "selenium-webdriver"
        },
        {
          "registry": "maven",
          "name": "org.seleniumhq.selenium:selenium-java"
        },
        {
          "registry": "nuget",
          "name": "Selenium.WebDriver"
        },
        {
          "registry": "rubygems",
          "name": "selenium-webdriver"
        }
      ],
      "auth": "none",
      "authNotes": "No account or key for the bindings, which run on the owner's machine. Grid accepts sessions without authentication unless both `--username` and `--password` are set, and Nodes register with a shared `--registration-secret` when one is configured. Site logins live in the browser profile or cookies the script sets.",
      "pricing": "free",
      "pricingNotes": "Free and open source under Apache-2.0, with nothing to buy and no hosted service from the project. Grid is self-hosted. Commercial clouds that run Selenium sessions are separate companies (checked 2026-10-14).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, llms.txt or the source (checked 2026-10-14).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 34542,
        "npmWeekly": 1807038,
        "pypiWeekly": 6884385,
        "asOf": "2026-10-14"
      },
      "docsUrl": "https://www.selenium.dev/documentation/",
      "llmsTxt": "https://www.selenium.dev/llms.txt",
      "capabilities": [
        "browser.control",
        "browser.debug"
      ],
      "tags": [
        "official",
        "local",
        "open-source",
        "browser",
        "sdk",
        "python",
        "java",
        "javascript",
        "dotnet",
        "ruby",
        "llms-txt",
        "no-auth",
        "webdriver"
      ],
      "lastRelease": "2026-10-09",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 73.6,
        "grade": "BB",
        "agentReady": true,
        "rank": 90,
        "ranked": true,
        "rankOf": 1076,
        "categoryRank": 4,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 70,
          "maintenance": 94,
          "payments": 60,
          "reliability": 90,
          "schema": 89,
          "security": 43,
          "transparency": 74
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-14"
        },
        "negative": 0,
        "verdict": "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.",
        "bestFor": "Agents that write test or automation scripts in any of five languages, and teams with a Grid.",
        "strengths": [
          "Official bindings for Java, Python, C#, Ruby and JavaScript, released together, 4.51.0 on 9 October 2026",
          "llms.txt and a page on using AI coding agents with Selenium, last changed 28 September 2026",
          "Code samples in the docs are run in CI against current releases",
          "An error page per common exception, such as `StaleElementReferenceException`, gives causes and fixes",
          "The 15 most recent CI runs on trunk, 13 October 2026, all succeeded or were cancelled"
        ],
        "weaknesses": [
          "No MCP server from the project. The docs point to community servers and say they are third-party",
          "Selenium Manager sends anonymised usage statistics to Plausible once a day by default, until `SE_AVOID_STATS=true` is set",
          "Grid has no authentication unless `--username` and `--password` are both set",
          "The project says it does not follow semantic versioning, and removes deprecated APIs in minor releases",
          "No accessibility snapshot call, so agents read page source or query elements one by one"
        ],
        "agentNotes": [
          "Install with `pip install selenium` (Python 3.10 or later) and let Selenium Manager fetch drivers. Do not set driver paths",
          "Use `WebDriverWait` with expected conditions, never fixed sleeps, and do not mix implicit and explicit waits",
          "Set `SE_AVOID_STATS=true` to stop Selenium Manager sending usage statistics",
          "Point coding agents at https://www.selenium.dev/llms.txt. Most Selenium 2 and 3 era examples use removed APIs",
          "Set `--username` and `--password` before exposing a Grid beyond localhost. Check `http://localhost:4444/status` before creating sessions"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 73.6
          }
        ],
        "editorialScores": {
          "ergonomics": 70,
          "maintenance": 94,
          "payments": 60,
          "reliability": 90,
          "schema": 89,
          "security": 43,
          "transparency": 80
        },
        "provenanceScore": 68
      },
      "connect": {
        "install": "pip install selenium",
        "http": "curl http://localhost:4444/status"
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/selenium"
      },
      "area": "developer",
      "provenance": {
        "legalEntity": "Software Freedom Conservancy",
        "domain": "selenium.dev",
        "domainRegistered": "2019-02-22",
        "domainNote": "NOTICE reads Copyright 2011-2026 Software Freedom Conservancy, which holds the project. RDAP gives selenium.dev a registration date of 22 February 2019. selenium.dev answers 404 for /.well-known/security.txt. Security reports go to security@seleniumhq.org.",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/SeleniumHQ/selenium/blob/trunk/py/CHANGES",
        "securityTxt": "none",
        "checked": "2026-10-14",
        "notes": [
          "No terms or privacy document governs this software beyond the Apache-2.0 licence, so `terms` and `privacy` are left out. selenium.dev has no privacy page (/privacy/ answers 404). Selenium Manager's data collection is described in its documentation page.",
          "Each binding keeps its own changelog. The Python one is linked, and the downloads page links the others.",
          "selenium.dev's robots.txt names all user agents with no Disallow lines, so every page was read."
        ],
        "score": 68
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/selenium.json"
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "SDK + MCP",
        "name": "Kind"
      },
      {
        "a": "Browser Use",
        "b": "Selenium project (Software Freedom Conservancy)",
        "name": "Vendor"
      },
      {
        "a": "https://api.browser-use.com/api/v4",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP, stdio",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT for the open-source library and the SDK. Browser Use Cloud is a proprietary service under Browser Use's terms of service",
        "b": "Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "7",
        "b": "none",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "com.browser-use/browser-use",
        "b": "not listed",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-07",
        "b": "2026-10-09",
        "name": "Last release"
      },
      {
        "a": "2026-07-15",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "117k stars, 107k npm/wk, 2.1M PyPI/wk",
        "b": "35k stars, 1.8M npm/wk, 6.9M PyPI/wk",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Browser Use scores 77.9 (BB) on agent readiness against Selenium's 73.6 (BB), and leads in 3 of 7 scored categories. Selenium leads on maintenance \u0026 community and transparency \u0026 trust.",
        "question": "Which is better for AI agents, Browser Use or Selenium?"
      },
      {
        "answer": "Browser Use has a hosted endpoint at https://api.browser-use.com/api/v4. No hosted endpoint is listed for Selenium.",
        "question": "Can an agent call Browser Use and Selenium without installing anything?"
      },
      {
        "answer": "Yes. Browser Use is open source (MIT for the open-source library and the SDK. Browser Use Cloud is a proprietary service under Browser Use's terms of service). Selenium is open source (Apache-2.0).",
        "question": "Are Browser Use and Selenium open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Agent ergonomics, 78 against 70",
          "Security \u0026 auth, 59 against 43",
          "Payments \u0026 pricing, 90 against 60"
        ],
        "also": [
          "An agent can pay per call over x402, with no account",
          "A hosted endpoint, with nothing to install",
          "Runs on your own machine",
          "Free to start without a card"
        ],
        "goodFor": "An agent that wants to hand a whole browser task to a hosted agent and get a result back, or that needs a low-cost cloud browser over CDP, and for unattended agents that can pay by x402.",
        "slug": "browser-use",
        "watchFor": "The privacy policy says inputs are used to train Browser Use's AI models, with no opt-out described outside Enterprise zero data retention"
      },
      {
        "aheadOn": [
          "Maintenance \u0026 community, 94 against 77",
          "Transparency \u0026 trust, 74 against 65"
        ],
        "also": [
          "No key needed to call it"
        ],
        "goodFor": "Agents that write test or automation scripts in any of five languages, and teams with a Grid.",
        "slug": "selenium",
        "watchFor": "No MCP server from the project. The docs point to community servers and say they are third-party"
      }
    ],
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      "capability": "browser.control",
      "name": "Browser automation"
    },
    "others": [
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      {
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      {
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      {
        "json": "https://www.anchorterminal.com/compare/anchor-browser-vs-selenium.json",
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      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-browserbase.json",
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        "url": "https://www.anchorterminal.com/compare/browser-use-vs-hyperbrowser"
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      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-notte.json",
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        "json": "https://www.anchorterminal.com/compare/browser-use-vs-playwright-mcp.json",
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        "json": "https://www.anchorterminal.com/compare/browser-use-vs-puppeteer.json",
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        "json": "https://www.anchorterminal.com/compare/browser-use-vs-skyvern.json",
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        "json": "https://www.anchorterminal.com/compare/browser-use-vs-steel.json",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-tinyfish.json",
        "title": "Browser Use vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browserbase-vs-selenium.json",
        "title": "Browserbase vs Selenium",
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      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-selenium.json",
        "title": "Browserless vs Selenium",
        "url": "https://www.anchorterminal.com/compare/browserless-vs-selenium"
      },
      {
        "json": "https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-selenium.json",
        "title": "Chrome DevTools MCP vs Selenium",
        "url": "https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-selenium"
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      {
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        "title": "Hyperbrowser vs Selenium",
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    "scores": [
      {
        "browser-use": 87,
        "by": 3,
        "edge": "selenium",
        "key": "reliability",
        "name": "Reliability",
        "selenium": 90,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "browser-use": 85,
        "by": 4,
        "edge": "selenium",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "selenium": 89,
        "weight": 13
      },
      {
        "browser-use": 78,
        "by": 8,
        "edge": "browser-use",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "selenium": 70,
        "weight": 13
      },
      {
        "browser-use": 59,
        "by": 16,
        "edge": "browser-use",
        "key": "security",
        "name": "Security \u0026 auth",
        "selenium": 43,
        "weight": 14
      },
      {
        "browser-use": 90,
        "by": 30,
        "edge": "browser-use",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "selenium": 60,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "browser-use": 77,
        "by": 17,
        "edge": "selenium",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "selenium": 94,
        "weight": 7
      },
      {
        "browser-use": 65,
        "by": 9,
        "edge": "selenium",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "selenium": 74,
        "weight": 7
      }
    ],
    "summary": "Browser Use scores 77.9 (BB) on agent readiness against Selenium's 73.6 (BB), and leads in 3 of 7 scored categories. Selenium leads on maintenance \u0026 community and transparency \u0026 trust. Both do browser automation. Browser Use accepts x402. Selenium doesn't.",
    "verdicts": {
      "browser-use": "The hosted cloud accepts x402 top-ups in USDC on Base with no account or API key, and publishes prices, rate limits and three OpenAPI documents. The privacy policy says inputs are used to train Browser Use's models, API keys have no documented scopes, and no prompt-injection guidance was found in the docs.",
      "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."
    }
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  "markdown": "Browser Use scores 77.9 (BB) on agent readiness against Selenium's 73.6 (BB), and leads in 3 of 7 scored categories. Selenium leads on maintenance \u0026 community and transparency \u0026 trust. Both do browser automation. Browser Use accepts x402. Selenium doesn't.\n\n- Browser Use: grade BB, 77.9/100, rank #18 of 1076. Markdown https://www.anchorterminal.com/tools/browser-use.md · JSON https://www.anchorterminal.com/api/v1/tools/browser-use.json\n- Selenium: grade BB, 73.6/100, rank #90 of 1076. Markdown https://www.anchorterminal.com/tools/selenium.md · JSON https://www.anchorterminal.com/api/v1/tools/selenium.json\n- Best browser automation tools for AI agents: https://www.anchorterminal.com/best/browser/index.md\n- All 120 browser comparisons: https://www.anchorterminal.com/compare/browser/index.md\n\n## Which one, for what\n\n### Browser Use (BB)\n\nGood for: An agent that wants to hand a whole browser task to a hosted agent and get a result back, or that needs a low-cost cloud browser over CDP, and for unattended agents that can pay by x402.\n\nAhead on:\n- Agent ergonomics, 78 against 70\n- Security \u0026 auth, 59 against 43\n- Payments \u0026 pricing, 90 against 60\n\nAlso in its favour:\n- An agent can pay per call over x402, with no account\n- A hosted endpoint, with nothing to install\n- Runs on your own machine\n- Free to start without a card\n\nWatch for: The privacy policy says inputs are used to train Browser Use's AI models, with no opt-out described outside Enterprise zero data retention\n\n### Selenium (BB)\n\nGood for: Agents that write test or automation scripts in any of five languages, and teams with a Grid.\n\nAhead on:\n- Maintenance \u0026 community, 94 against 77\n- Transparency \u0026 trust, 74 against 65\n\nAlso in its favour:\n- No key needed to call it\n\nWatch for: No MCP server from the project. The docs point to community servers and say they are third-party\n\n\n## Score by category\n\n| Category | Weight | Browser Use | Selenium | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 87 | 90 | Selenium +3 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 85 | 89 | Selenium +4 |\n| Agent ergonomics | 13% (16.2 this run) | 78 | 70 | Browser Use +8 |\n| Security \u0026 auth | 14% (17.5 this run) | 59 | 43 | Browser Use +16 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 90 | 60 | Browser Use +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 77 | 94 | Selenium +17 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 65 | 74 | Selenium +9 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **77.9 · BB** | **73.6 · BB** | |\n\n## Facts side by side\n\n| Fact | Browser Use | Selenium |\n| --- | --- | --- |\n| Kind | HTTP API | SDK + MCP |\n| Vendor | Browser Use | Selenium project (Software Freedom Conservancy) |\n| Hosted endpoint | `https://api.browser-use.com/api/v4` | no (local only) |\n| Transports | HTTP, Streamable HTTP, stdio | HTTP |\n| Auth | API key | None |\n| Pricing | Pay per use | Free |\n| x402 | yes | no |\n| Licence | MIT for the open-source library and the SDK. Browser Use Cloud is a proprietary service under Browser Use's terms of service | Apache-2.0 |\n| Tools exposed | 7 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `com.browser-use/browser-use` | not listed |\n| Last release | 2026-10-07 | 2026-10-09 |\n| Terms last updated | 2026-07-15 | no document linked |\n| Privacy policy last updated | no date given | no document linked |\n| Customer content may train models | yes |  |\n| Terms restrict automated access | yes |  |\n| Terms restrict benchmarking | yes |  |\n| Terms or service can change without notice | yes |  |\n| Arbitration or class-action waiver | yes |  |\n| Popularity | 117k stars, 107k npm/wk, 2.1M PyPI/wk | 35k stars, 1.8M npm/wk, 6.9M PyPI/wk |\n\n## Verdicts\n\n**Browser Use.** The hosted cloud accepts x402 top-ups in USDC on Base with no account or API key, and publishes prices, rate limits and three OpenAPI documents. The privacy policy says inputs are used to train Browser Use's models, API keys have no documented scopes, and no prompt-injection guidance was found in the docs.\n\n**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.\n\n## Before you call either\n\n### Browser Use\n\n1. Send the key as `X-Browser-Use-API-Key` with no Bearer prefix. A Bearer header returns 401\n2. Stop browsers with `PATCH /api/v4/browsers/{id}` and `{\"action\":\"stop\"}`. Closing CDP or the SDK client leaves the browser billing\n3. Poll `GET /runs/{id}/status`, not the full run, and wait for the returned Retry-After on 429, which can be 300 seconds at the edge\n4. Before resubmitting after a timeout, read the existing run's status. The server keeps running and may already have submitted a form\n5. With a wallet and no key, call x402.api.browser-use.com on `/api/v2` or `/api/v3` routes. A task stops with INSUFFICIENT_CREDITS if credit runs out mid-run\n\n### Selenium\n\n1. Install with `pip install selenium` (Python 3.10 or later) and let Selenium Manager fetch drivers. Do not set driver paths\n2. Use `WebDriverWait` with expected conditions, never fixed sleeps, and do not mix implicit and explicit waits\n3. Set `SE_AVOID_STATS=true` to stop Selenium Manager sending usage statistics\n4. Point coding agents at https://www.selenium.dev/llms.txt. Most Selenium 2 and 3 era examples use removed APIs\n5. Set `--username` and `--password` before exposing a Grid beyond localhost. Check `http://localhost:4444/status` before creating sessions\n\n## Questions\n\n### Which is better for AI agents, Browser Use or Selenium?\n\nBrowser Use scores 77.9 (BB) on agent readiness against Selenium's 73.6 (BB), and leads in 3 of 7 scored categories. Selenium leads on maintenance \u0026 community and transparency \u0026 trust.\n\n### Can an agent call Browser Use and Selenium without installing anything?\n\nBrowser Use has a hosted endpoint at https://api.browser-use.com/api/v4. No hosted endpoint is listed for Selenium.\n\n### Are Browser Use and Selenium open source?\n\nYes. Browser Use is open source (MIT for the open-source library and the SDK. Browser Use Cloud is a proprietary service under Browser Use's terms of service). Selenium is open source (Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/browser-use-vs-selenium.json, and with the fewest tokens: https://www.anchorterminal.com/compare/browser-use-vs-selenium.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"browser-use\", \"b\": \"selenium\"}`. From a terminal: `anchor compare browser-use selenium`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/browser-use.json and https://www.anchorterminal.com/api/v1/tools/selenium.json\n\n## Other comparisons with Browser Use or Selenium\n\n- [agent-browser vs Browser Use](https://www.anchorterminal.com/compare/agent-browser-vs-browser-use.md)\n- [agent-browser vs Selenium](https://www.anchorterminal.com/compare/agent-browser-vs-selenium.md)\n- [Airtop vs Browser Use](https://www.anchorterminal.com/compare/airtop-vs-browser-use.md)\n- [Airtop vs Selenium](https://www.anchorterminal.com/compare/airtop-vs-selenium.md)\n- [Anchor Browser vs Browser Use](https://www.anchorterminal.com/compare/anchor-browser-vs-browser-use.md)\n- [Anchor Browser vs Selenium](https://www.anchorterminal.com/compare/anchor-browser-vs-selenium.md)\n- [Browser Use vs Browserbase](https://www.anchorterminal.com/compare/browser-use-vs-browserbase.md)\n- [Browser Use vs Browserless](https://www.anchorterminal.com/compare/browser-use-vs-browserless.md)\n- [Browser Use vs Chrome DevTools MCP](https://www.anchorterminal.com/compare/browser-use-vs-chrome-devtools-mcp.md)\n- [Browser Use vs Hyperbrowser](https://www.anchorterminal.com/compare/browser-use-vs-hyperbrowser.md)\n- [Browser Use vs Notte](https://www.anchorterminal.com/compare/browser-use-vs-notte.md)\n- [Browser Use vs Playwright MCP](https://www.anchorterminal.com/compare/browser-use-vs-playwright-mcp.md)\n- [Browser Use vs Puppeteer](https://www.anchorterminal.com/compare/browser-use-vs-puppeteer.md)\n- [Browser Use vs Puppeteer (archived MCP reference server)](https://www.anchorterminal.com/compare/browser-use-vs-puppeteer-reference-server-archived.md)\n- [Browser Use vs Skyvern](https://www.anchorterminal.com/compare/browser-use-vs-skyvern.md)\n- [Browser Use vs Steel](https://www.anchorterminal.com/compare/browser-use-vs-steel.md)\n- [Browser Use vs TinyFish](https://www.anchorterminal.com/compare/browser-use-vs-tinyfish.md)\n- [Browserbase vs Selenium](https://www.anchorterminal.com/compare/browserbase-vs-selenium.md)\n- [Browserless vs Selenium](https://www.anchorterminal.com/compare/browserless-vs-selenium.md)\n- [Chrome DevTools MCP vs Selenium](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-selenium.md)\n- [Hyperbrowser vs Selenium](https://www.anchorterminal.com/compare/hyperbrowser-vs-selenium.md)\n- [Notte vs Selenium](https://www.anchorterminal.com/compare/notte-vs-selenium.md)\n- [Playwright MCP vs Selenium](https://www.anchorterminal.com/compare/playwright-mcp-vs-selenium.md)\n- [Puppeteer (archived MCP reference server) vs Selenium](https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-selenium.md)\n- [Puppeteer vs Selenium](https://www.anchorterminal.com/compare/puppeteer-vs-selenium.md)\n- [Selenium vs Skyvern](https://www.anchorterminal.com/compare/selenium-vs-skyvern.md)\n- [Selenium vs Steel](https://www.anchorterminal.com/compare/selenium-vs-steel.md)\n- [Selenium vs TinyFish](https://www.anchorterminal.com/compare/selenium-vs-tinyfish.md)\n",
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