{
  "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 Puppeteer's 70.6 (BB), and leads in 5 of 7 scored categories. Puppeteer leads on maintenance \u0026 community and transparency \u0026 trust.",
    "b": {
      "slug": "puppeteer",
      "name": "Puppeteer",
      "vendor": "Google",
      "vendorUrl": "https://pptr.dev",
      "kind": "sdk",
      "category": "browser",
      "summary": "Puppeteer is Google's open-source Node.js library for controlling Chrome and Firefox over the DevTools Protocol and WebDriver BiDi. An agent writes and runs scripts that navigate, click, type, read pages and take screenshots.",
      "url": "https://www.anchorterminal.com/tools/puppeteer",
      "markdownUrl": "https://www.anchorterminal.com/tools/puppeteer.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/puppeteer.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/puppeteer.json",
      "repo": "https://github.com/puppeteer/puppeteer",
      "license": "Apache-2.0",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "puppeteer"
        },
        {
          "registry": "npm",
          "name": "puppeteer-core"
        }
      ],
      "auth": "none",
      "authNotes": "No account or key. The library runs on the owner's machine and launches or connects to a local browser. Site logins live in the browser profile or cookies the script sets. `puppeteer.connect()` to a remote browser uses whatever that endpoint requires.",
      "pricing": "free",
      "pricingNotes": "Free and open source under Apache-2.0, with nothing to buy and no hosted service from Google. `npm i puppeteer` downloads Chrome for Testing and chrome-headless-shell at install time (checked 2026-10-14).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the README, the docs or the source (checked 2026-10-14).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 95689,
        "npmWeekly": 11547242,
        "pypiWeekly": null,
        "asOf": "2026-10-14"
      },
      "docsUrl": "https://pptr.dev",
      "capabilities": [
        "browser.control",
        "browser.debug"
      ],
      "tags": [
        "official",
        "local",
        "open-source",
        "browser",
        "sdk",
        "typescript",
        "no-auth"
      ],
      "lastRelease": "2026-10-08",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 70.6,
        "grade": "BB",
        "agentReady": true,
        "rank": 154,
        "ranked": true,
        "rankOf": 1076,
        "categoryRank": 5,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 67,
          "maintenance": 89,
          "payments": 60,
          "reliability": 80,
          "schema": 81,
          "security": 52,
          "transparency": 70
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-14"
        },
        "negative": 0,
        "verdict": "Puppeteer is a stable, Apache-2.0 library on 25.13.0, with ten releases since 27 July 2026, typed APIs, locators that wait and retry, and accessibility snapshots an agent can read. It has no MCP server or llms.txt of its own, and 10 of the 20 most recent CI runs on main failed between 7 and 13 October 2026.",
        "bestFor": "Agents that write and run Node.js scripts against Chrome or Firefox.",
        "strengths": [
          "Ten releases from 25.4.0 on 27 July to 25.13.0 on 8 October 2026, each with a changelog generated by release-please",
          "TypeScript types for the whole API and a generated reference of 643 Markdown pages in the repository",
          "`page.accessibility.snapshot()` and the Locator API, which waits for elements and retries actions, suit scripted agent use",
          "Each release pins a tested Chrome for Testing and Firefox version, listed in a public support table",
          "Typed errors such as `TimeoutError`, `TargetCloseError` and `ConnectionClosedError` let a script tell timeouts from a closed browser"
        ],
        "weaknesses": [
          "No MCP server, CLI or llms.txt of its own. The docs point agents to the separate chrome-devtools-mcp project",
          "10 of the 20 most recent CI runs on main, 7 to 13 October 2026, concluded in failure, the newest in Windows Chrome and Firefox jobs",
          "Page content reaches the agent unfiltered, and the docs have no prompt-injection or untrusted-content guidance",
          "JavaScript and TypeScript only, with Node.js 22.12 or later required since 25.0.0",
          "A stale workflow marks unconfirmed bug reports after 14 days and closes them 7 days later"
        ],
        "agentNotes": [
          "Install with `npm i puppeteer`, which downloads a matching Chrome for Testing. Use `puppeteer-core` to bring your own browser",
          "Prefer `page.locator()` over `page.$()`. Locators wait for the element to be visible and stable before acting",
          "Read pages with `page.accessibility.snapshot({interestingOnly: true})` rather than full HTML to keep output short",
          "Catch `TimeoutError` separately from `TargetCloseError`. The first can be retried, the second needs a new page or browser",
          "Packages are ESM only since 25.0.0. Use `import puppeteer from 'puppeteer'` rather than `require`"
        ],
        "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": 70.6
          }
        ],
        "editorialScores": {
          "ergonomics": 67,
          "maintenance": 89,
          "payments": 60,
          "reliability": 80,
          "schema": 81,
          "security": 52,
          "transparency": 72
        },
        "provenanceScore": 68
      },
      "connect": {
        "install": "npm i puppeteer"
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/puppeteer"
      },
      "area": "developer",
      "provenance": {
        "legalEntity": "Google LLC",
        "domain": "pptr.dev",
        "domainRegistered": "2018-05-23",
        "domainNote": "pptr.dev is the documentation site for Puppeteer, with a footer reading Copyright 2026 Google, Inc. RDAP gives a registration date of 23 May 2018. The repository is in the puppeteer organisation on GitHub. pptr.dev answers 404 for /.well-known/security.txt.",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/puppeteer/puppeteer/blob/main/packages/puppeteer-core/CHANGELOG.md",
        "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. The pptr.dev footer links Google's cookie policy for the site itself."
        ],
        "score": 68
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/puppeteer.json"
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "SDK + MCP",
        "name": "Kind"
      },
      {
        "a": "Browser Use",
        "b": "Google",
        "name": "Vendor"
      },
      {
        "a": "https://api.browser-use.com/api/v4",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP, stdio",
        "b": "",
        "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": "no",
        "name": "llms.txt"
      },
      {
        "a": "com.browser-use/browser-use",
        "b": "not listed",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-07",
        "b": "2026-10-08",
        "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": "96k stars, 11.5M npm/wk",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Browser Use scores 77.9 (BB) on agent readiness against Puppeteer's 70.6 (BB), and leads in 5 of 7 scored categories. Puppeteer leads on maintenance \u0026 community and transparency \u0026 trust.",
        "question": "Which is better for AI agents, Browser Use or Puppeteer?"
      },
      {
        "answer": "Browser Use has a hosted endpoint at https://api.browser-use.com/api/v4. No hosted endpoint is listed for Puppeteer.",
        "question": "Can an agent call Browser Use and Puppeteer 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). Puppeteer is open source (Apache-2.0).",
        "question": "Are Browser Use and Puppeteer open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 87 against 80",
          "Agent ergonomics, 78 against 67",
          "Security \u0026 auth, 59 against 52",
          "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, 89 against 77",
          "Transparency \u0026 trust, 70 against 65"
        ],
        "also": [
          "No key needed to call it"
        ],
        "goodFor": "Agents that write and run Node.js scripts against Chrome or Firefox.",
        "slug": "puppeteer",
        "watchFor": "No MCP server, CLI or llms.txt of its own. The docs point agents to the separate chrome-devtools-mcp project"
      }
    ],
    "job": {
      "capability": "browser.control",
      "name": "Browser automation"
    },
    "others": [
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        "json": "https://www.anchorterminal.com/compare/agent-browser-vs-browser-use.json",
        "title": "agent-browser vs Browser Use",
        "url": "https://www.anchorterminal.com/compare/agent-browser-vs-browser-use"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-browser-vs-puppeteer.json",
        "title": "agent-browser vs Puppeteer",
        "url": "https://www.anchorterminal.com/compare/agent-browser-vs-puppeteer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-browser-use.json",
        "title": "Airtop vs Browser Use",
        "url": "https://www.anchorterminal.com/compare/airtop-vs-browser-use"
      },
      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-puppeteer.json",
        "title": "Airtop vs Puppeteer",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/anchor-browser-vs-browser-use.json",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/anchor-browser-vs-puppeteer.json",
        "title": "Anchor Browser vs Puppeteer",
        "url": "https://www.anchorterminal.com/compare/anchor-browser-vs-puppeteer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-browserbase.json",
        "title": "Browser Use vs Browserbase",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-browserbase"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-browserless.json",
        "title": "Browser Use vs Browserless",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-browserless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-chrome-devtools-mcp.json",
        "title": "Browser Use vs Chrome DevTools MCP",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-chrome-devtools-mcp"
      },
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        "json": "https://www.anchorterminal.com/compare/browser-use-vs-hyperbrowser.json",
        "title": "Browser Use vs Hyperbrowser",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-hyperbrowser"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-notte.json",
        "title": "Browser Use vs Notte",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-notte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-playwright-mcp.json",
        "title": "Browser Use vs Playwright MCP",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-playwright-mcp"
      },
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        "json": "https://www.anchorterminal.com/compare/browser-use-vs-skyvern.json",
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        "url": "https://www.anchorterminal.com/compare/browser-use-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-steel.json",
        "title": "Browser Use vs Steel",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-steel"
      },
      {
        "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-puppeteer.json",
        "title": "Browserbase vs Puppeteer",
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      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-puppeteer.json",
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        "url": "https://www.anchorterminal.com/compare/browserless-vs-puppeteer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-puppeteer.json",
        "title": "Chrome DevTools MCP vs Puppeteer",
        "url": "https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-puppeteer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbrowser-vs-puppeteer.json",
        "title": "Hyperbrowser vs Puppeteer",
        "url": "https://www.anchorterminal.com/compare/hyperbrowser-vs-puppeteer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/notte-vs-puppeteer.json",
        "title": "Notte vs Puppeteer",
        "url": "https://www.anchorterminal.com/compare/notte-vs-puppeteer"
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      {
        "json": "https://www.anchorterminal.com/compare/playwright-mcp-vs-puppeteer.json",
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    "scores": [
      {
        "browser-use": 87,
        "by": 7,
        "edge": "browser-use",
        "key": "reliability",
        "name": "Reliability",
        "puppeteer": 80,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "browser-use": 85,
        "by": 4,
        "edge": "browser-use",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "puppeteer": 81,
        "weight": 13
      },
      {
        "browser-use": 78,
        "by": 11,
        "edge": "browser-use",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "puppeteer": 67,
        "weight": 13
      },
      {
        "browser-use": 59,
        "by": 7,
        "edge": "browser-use",
        "key": "security",
        "name": "Security \u0026 auth",
        "puppeteer": 52,
        "weight": 14
      },
      {
        "browser-use": 90,
        "by": 30,
        "edge": "browser-use",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "puppeteer": 60,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "browser-use": 77,
        "by": 12,
        "edge": "puppeteer",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "puppeteer": 89,
        "weight": 7
      },
      {
        "browser-use": 65,
        "by": 5,
        "edge": "puppeteer",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "puppeteer": 70,
        "weight": 7
      }
    ],
    "summary": "Browser Use scores 77.9 (BB) on agent readiness against Puppeteer's 70.6 (BB), and leads in 5 of 7 scored categories. Puppeteer leads on maintenance \u0026 community and transparency \u0026 trust. Both do browser automation. Browser Use accepts x402. Puppeteer 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.",
      "puppeteer": "Puppeteer is a stable, Apache-2.0 library on 25.13.0, with ten releases since 27 July 2026, typed APIs, locators that wait and retry, and accessibility snapshots an agent can read. It has no MCP server or llms.txt of its own, and 10 of the 20 most recent CI runs on main failed between 7 and 13 October 2026."
    }
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    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/browser-use-vs-puppeteer.md",
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  "markdown": "Browser Use scores 77.9 (BB) on agent readiness against Puppeteer's 70.6 (BB), and leads in 5 of 7 scored categories. Puppeteer leads on maintenance \u0026 community and transparency \u0026 trust. Both do browser automation. Browser Use accepts x402. Puppeteer 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- Puppeteer: grade BB, 70.6/100, rank #154 of 1076. Markdown https://www.anchorterminal.com/tools/puppeteer.md · JSON https://www.anchorterminal.com/api/v1/tools/puppeteer.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- Reliability, 87 against 80\n- Agent ergonomics, 78 against 67\n- Security \u0026 auth, 59 against 52\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### Puppeteer (BB)\n\nGood for: Agents that write and run Node.js scripts against Chrome or Firefox.\n\nAhead on:\n- Maintenance \u0026 community, 89 against 77\n- Transparency \u0026 trust, 70 against 65\n\nAlso in its favour:\n- No key needed to call it\n\nWatch for: No MCP server, CLI or llms.txt of its own. The docs point agents to the separate chrome-devtools-mcp project\n\n\n## Score by category\n\n| Category | Weight | Browser Use | Puppeteer | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 87 | 80 | Browser Use +7 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 85 | 81 | Browser Use +4 |\n| Agent ergonomics | 13% (16.2 this run) | 78 | 67 | Browser Use +11 |\n| Security \u0026 auth | 14% (17.5 this run) | 59 | 52 | Browser Use +7 |\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 | 89 | Puppeteer +12 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 65 | 70 | Puppeteer +5 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **77.9 · BB** | **70.6 · BB** | |\n\n## Facts side by side\n\n| Fact | Browser Use | Puppeteer |\n| --- | --- | --- |\n| Kind | HTTP API | SDK + MCP |\n| Vendor | Browser Use | Google |\n| Hosted endpoint | `https://api.browser-use.com/api/v4` | no (local only) |\n| Transports | HTTP, Streamable HTTP, stdio |  |\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 | no |\n| MCP registry | `com.browser-use/browser-use` | not listed |\n| Last release | 2026-10-07 | 2026-10-08 |\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 | 96k stars, 11.5M npm/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**Puppeteer.** Puppeteer is a stable, Apache-2.0 library on 25.13.0, with ten releases since 27 July 2026, typed APIs, locators that wait and retry, and accessibility snapshots an agent can read. It has no MCP server or llms.txt of its own, and 10 of the 20 most recent CI runs on main failed between 7 and 13 October 2026.\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### Puppeteer\n\n1. Install with `npm i puppeteer`, which downloads a matching Chrome for Testing. Use `puppeteer-core` to bring your own browser\n2. Prefer `page.locator()` over `page.$()`. Locators wait for the element to be visible and stable before acting\n3. Read pages with `page.accessibility.snapshot({interestingOnly: true})` rather than full HTML to keep output short\n4. Catch `TimeoutError` separately from `TargetCloseError`. The first can be retried, the second needs a new page or browser\n5. Packages are ESM only since 25.0.0. Use `import puppeteer from 'puppeteer'` rather than `require`\n\n## Questions\n\n### Which is better for AI agents, Browser Use or Puppeteer?\n\nBrowser Use scores 77.9 (BB) on agent readiness against Puppeteer's 70.6 (BB), and leads in 5 of 7 scored categories. Puppeteer leads on maintenance \u0026 community and transparency \u0026 trust.\n\n### Can an agent call Browser Use and Puppeteer without installing anything?\n\nBrowser Use has a hosted endpoint at https://api.browser-use.com/api/v4. No hosted endpoint is listed for Puppeteer.\n\n### Are Browser Use and Puppeteer 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). Puppeteer 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-puppeteer.json, and with the fewest tokens: https://www.anchorterminal.com/compare/browser-use-vs-puppeteer.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"browser-use\", \"b\": \"puppeteer\"}`. From a terminal: `anchor compare browser-use puppeteer`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/browser-use.json and https://www.anchorterminal.com/api/v1/tools/puppeteer.json\n\n## Other comparisons with Browser Use or Puppeteer\n\n- [agent-browser vs Browser Use](https://www.anchorterminal.com/compare/agent-browser-vs-browser-use.md)\n- [agent-browser vs Puppeteer](https://www.anchorterminal.com/compare/agent-browser-vs-puppeteer.md)\n- [Airtop vs Browser Use](https://www.anchorterminal.com/compare/airtop-vs-browser-use.md)\n- [Airtop vs Puppeteer](https://www.anchorterminal.com/compare/airtop-vs-puppeteer.md)\n- [Anchor Browser vs Browser Use](https://www.anchorterminal.com/compare/anchor-browser-vs-browser-use.md)\n- [Anchor Browser vs Puppeteer](https://www.anchorterminal.com/compare/anchor-browser-vs-puppeteer.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 (archived MCP reference server)](https://www.anchorterminal.com/compare/browser-use-vs-puppeteer-reference-server-archived.md)\n- [Browser Use vs Selenium](https://www.anchorterminal.com/compare/browser-use-vs-selenium.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 Puppeteer](https://www.anchorterminal.com/compare/browserbase-vs-puppeteer.md)\n- [Browserless vs Puppeteer](https://www.anchorterminal.com/compare/browserless-vs-puppeteer.md)\n- [Chrome DevTools MCP vs Puppeteer](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-puppeteer.md)\n- [Hyperbrowser vs Puppeteer](https://www.anchorterminal.com/compare/hyperbrowser-vs-puppeteer.md)\n- [Notte vs Puppeteer](https://www.anchorterminal.com/compare/notte-vs-puppeteer.md)\n- [Playwright MCP vs Puppeteer](https://www.anchorterminal.com/compare/playwright-mcp-vs-puppeteer.md)\n- [Puppeteer vs Puppeteer (archived MCP reference server)](https://www.anchorterminal.com/compare/puppeteer-vs-puppeteer-reference-server-archived.md)\n- [Puppeteer vs Selenium](https://www.anchorterminal.com/compare/puppeteer-vs-selenium.md)\n- [Puppeteer vs Skyvern](https://www.anchorterminal.com/compare/puppeteer-vs-skyvern.md)\n- [Puppeteer vs Steel](https://www.anchorterminal.com/compare/puppeteer-vs-steel.md)\n- [Puppeteer vs TinyFish](https://www.anchorterminal.com/compare/puppeteer-vs-tinyfish.md)\n",
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