{
  "data": {
    "a": {
      "slug": "browserless",
      "name": "Browserless",
      "vendor": "browserless.io, Inc.",
      "vendorUrl": "https://www.browserless.io",
      "kind": "http-api",
      "category": "browser",
      "summary": "Browserless runs hosted headless browsers that agents drive over CDP, Playwright, REST endpoints, BrowserQL or its official MCP server. The same software can be self-hosted from a Docker image.",
      "url": "https://www.anchorterminal.com/tools/browserless",
      "markdownUrl": "https://www.anchorterminal.com/tools/browserless.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/browserless.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/browserless.json",
      "repo": "https://github.com/browserless/browserless",
      "license": "SSPL 1.0 or a commercial licence for the core server and the MCP server. The BAP TypeScript SDK is MIT. BrowserQL, stealth and other cloud additions are proprietary",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://production-sfo.browserless.io",
      "packages": [
        {
          "registry": "npm",
          "name": "@browserless.io/mcp"
        },
        {
          "registry": "npm",
          "name": "@browserless.io/bap-ts"
        },
        {
          "registry": "npm",
          "name": "@browserless.io/browserless"
        }
      ],
      "auth": "mixed",
      "authNotes": "Self-serve API token from the account dashboard after signing up in a browser. REST, BrowserQL and WebSocket routes take it as `?token=` in the URL. The hosted MCP server accepts OAuth sign-in with a Browserless account, an `Authorization: Bearer` header, or `?token=` for URL-only clients. An account holds up to 20 named tokens, each shown once and revocable on its own. Cloud tokens have no scopes. The admin, developer and viewer token roles apply to self-hosted Enterprise containers only.",
      "pricing": "freemium",
      "pricingNotes": "Free with 1,000 units a month, 2 concurrent browsers and 2-minute sessions, no card. A unit is up to 30 seconds of browser time. Prototyping is $35 a month ($25 billed annually) with 20,000 units, then $0.0020 a unit. Starter is $200 ($140) with 180,000 units, then $0.0017. Scale is $500 ($350) with 500,000 units, then $0.0015. Enterprise and self-hosting licences are priced by sales. An agent can start on the free plan once a person has signed up (https://www.browserless.io/pricing, checked 2026-10-08).",
      "priceSummary": "$0.002 / credit",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs (llms-full.txt), the OpenAPI document or the pricing page (checked 2026-10-08). The Stripe Link checkout tools are for an agent paying a merchant, not for paying Browserless.",
        "endpoints": []
      },
      "toolCount": 14,
      "popularity": {
        "githubStars": 13786,
        "npmWeekly": 3484,
        "pypiWeekly": null,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.browserless.io",
      "llmsTxt": "https://docs.browserless.io/llms.txt",
      "openapi": "https://www.browserless.io/swagger.json",
      "capabilities": [
        "browser.control",
        "browser.hosted",
        "browser.debug",
        "scraping.js-render",
        "scraping.anti-bot",
        "scraping.proxies",
        "web.scrape",
        "web.crawl",
        "web.search",
        "pdf.generate"
      ],
      "tags": [
        "official",
        "hosted",
        "self-hosted",
        "freemium",
        "free-tier",
        "no-card",
        "mcp",
        "oauth",
        "openapi",
        "llms-txt",
        "typescript",
        "source-available",
        "commercial-licence",
        "proxies",
        "status-page",
        "soc2"
      ],
      "lastRelease": "2026-10-05",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 70.4,
        "grade": "BB",
        "agentReady": true,
        "rank": 128,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 4,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 78,
          "maintenance": 82,
          "payments": 40,
          "reliability": 82,
          "schema": 89,
          "security": 53,
          "transparency": 62
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "An OpenAPI document, llms.txt and a 14-tool MCP server with annotations on every tool make the service easy for an agent to read, and the free plan needs no card. The API token travels in the URL query string by default, cloud tokens carry no scopes, and no machine payment route exists.",
        "bestFor": "Agents that need a real browser in the cloud with stealth, proxies and CAPTCHA solving, and teams that want the option of running the same server themselves.",
        "strengths": [
          "OpenAPI 3.0.0 document with 87 paths, llms.txt, llms-full.txt and Markdown twins of the docs",
          "Hosted MCP server at mcp.browserless.io with 14 documented tools, each carrying read-only and destructive annotations",
          "Free plan with 1,000 units a month and no card, with per-unit overage prices published for paid plans",
          "Up to 20 named API tokens per account, each revocable on its own, plus request logs filterable by key",
          "MCP server released 32 times between 10 July and 5 October 2026, with a dated changelog in the repository"
        ],
        "weaknesses": [
          "REST and WebSocket routes take the API token as `?token=` in the URL, which the docs give as the standard method",
          "Cloud tokens have no scopes or roles. Token roles exist only on self-hosted Enterprise containers",
          "No x402, MPP or L402, and an account needs a person to sign up in a browser",
          "No prompt-injection guidance found in the docs or in the MCP agent prompt",
          "The terms allow the service to be changed or discontinued without notice, and the subprocessor list is on request only"
        ],
        "agentNotes": [
          "Send the token as `Authorization: Bearer` to the MCP server. On REST and WebSocket routes it goes in `?token=`, so keep those URLs out of logs",
          "Close sessions as soon as the work is done. Browser time bills one unit per 30 seconds, rounded up, idle or not",
          "For multi-step work with `browserless_agent`, set `keepSessionAlive: true` on the first call and pass the returned `sessionId` after that. Sessions are one-shot by default since server 1.33.0",
          "On 429, back off and retry. It means the plan's concurrency limit or queue is full, usually from sessions left open",
          "Match the path to the protocol. Use `/chromium` for CDP clients and `/chromium/playwright` only for `playwright.connect()`"
        ],
        "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": 70.4
          }
        ],
        "editorialScores": {
          "ergonomics": 78,
          "maintenance": 82,
          "payments": 40,
          "reliability": 82,
          "schema": 89,
          "security": 53,
          "transparency": 47
        },
        "provenanceScore": 77
      },
      "connect": {
        "install": "npx -y @browserless.io/mcp",
        "http": "curl -X POST \"https://production-sfo.browserless.io/screenshot?token=YOUR_API_TOKEN_HERE\" -H \"Content-Type: application/json\" -d '{\"url\": \"https://scraping-sandbox.netlify.app/dashboard\"}' -o response.png",
        "claudeCode": "claude mcp add --transport http browserless https://mcp.browserless.io/mcp --header \"Authorization: Bearer YOUR_API_TOKEN_HERE\"",
        "config": {
          "mcpServers": {
            "browserless": {
              "headers": {
                "Authorization": "Bearer YOUR_API_TOKEN_HERE"
              },
              "type": "http",
              "url": "https://mcp.browserless.io/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/browserless"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Unit overage, Prototyping plan",
          "unit": "credit",
          "usd": 0.002,
          "note": "One unit is up to 30 seconds of browser time"
        },
        {
          "item": "Unit overage, Starter plan",
          "unit": "credit",
          "usd": 0.0017
        },
        {
          "item": "Unit overage, Scale plan",
          "unit": "credit",
          "usd": 0.0015
        },
        {
          "item": "Browser time at the overage rate, Prototyping plan",
          "unit": "browser-hour",
          "usd": 0.24,
          "note": "Our arithmetic, 120 units at $0.0020"
        },
        {
          "item": "Browser time at the overage rate, Starter plan",
          "unit": "browser-hour",
          "usd": 0.204,
          "note": "Our arithmetic, 120 units at $0.0017"
        },
        {
          "item": "Browser time at the overage rate, Scale plan",
          "unit": "browser-hour",
          "usd": 0.18,
          "note": "Our arithmetic, 120 units at $0.0015"
        },
        {
          "item": "Prototyping plan",
          "unit": "month",
          "usd": 35,
          "note": "20,000 units, $25 a month billed annually"
        },
        {
          "item": "Starter plan",
          "unit": "month",
          "usd": 200,
          "note": "180,000 units, $140 a month billed annually"
        },
        {
          "item": "Scale plan",
          "unit": "month",
          "usd": 500,
          "note": "500,000 units, $350 a month billed annually"
        }
      ],
      "provenance": {
        "legalEntity": "browserless.io, Inc.",
        "domain": "browserless.io",
        "domainRegistered": "2017-09-06",
        "endpointOnVendorDomain": true,
        "terms": "https://www.browserless.io/terms-of-service",
        "privacy": "https://www.browserless.io/privacy-policy",
        "statusPage": "https://status.browserless.io",
        "changelog": "https://www.browserless.io/changelog",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The terms of service name browserless.io, Inc., 23207 NE 192nd Ct, Battle Ground, WA 98604, United States. Neither the terms nor the privacy policy carries a date.",
          "www.browserless.io/.well-known/security.txt and docs.browserless.io/.well-known/security.txt both return 404. The trust centre sends vulnerability reports to security@browserless.io.",
          "RDAP for browserless.io gives a registration date of 2017-09-06.",
          "The API answers at production-sfo, production-lon and production-ams.browserless.io and the MCP server at mcp.browserless.io. The OAuth metadata at data.browserless.io names a supabase.co issuer."
        ],
        "score": 77
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/browserless.json",
      "live": {
        "slug": "browserless",
        "probe": {
          "target": "https://production-sfo.browserless.io",
          "method": "get",
          "lastAt": "2026-10-08T18:20:26.934936827Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 434,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 440,
          "p95ms24h": 507,
          "samples24h": 33,
          "samples30d": 33,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 33,
              "ok": 33
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.browserless.io",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-08T17:50:26.655559117Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "browserless/browserless",
            "version": "v2.57.0",
            "released": "2026-09-30",
            "seenAt": "2026-10-08T16:04:11.420407881Z"
          },
          {
            "registry": "npm",
            "name": "@browserless.io/bap-ts",
            "version": "2.0.0",
            "seenAt": "2026-10-08T16:04:09.167089658Z"
          },
          {
            "registry": "npm",
            "name": "@browserless.io/browserless",
            "version": "2.57.0",
            "seenAt": "2026-10-08T16:04:09.383268902Z"
          },
          {
            "registry": "npm",
            "name": "@browserless.io/mcp",
            "version": "1.36.0",
            "seenAt": "2026-10-08T16:04:05.40282872Z"
          }
        ],
        "githubStars": 13789,
        "npmWeekly": 3484,
        "securityTxt": {
          "url": "https://browserless.io/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:38:39.246027784Z"
        },
        "updatedAt": "2026-10-08T18:20:26.934936827Z"
      }
    },
    "answer": "Browserless scores 70.4 (BB) on agent readiness against Skyvern's 63.1 (B), and leads in 4 of 7 scored categories. Skyvern leads on security \u0026 auth and transparency \u0026 trust.",
    "b": {
      "slug": "skyvern",
      "name": "Skyvern",
      "vendor": "Ikonomos Inc. (Skyvern)",
      "vendorUrl": "https://www.skyvern.com",
      "kind": "http-api",
      "category": "browser",
      "summary": "Skyvern is a browser agent that completes multi-step web workflows from natural-language goals using language models and computer vision. It runs as an AGPL-3.0 open-source server or a hosted cloud with a REST API and MCP server.",
      "url": "https://www.anchorterminal.com/tools/skyvern",
      "markdownUrl": "https://www.anchorterminal.com/tools/skyvern.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/skyvern.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/skyvern.json",
      "repo": "https://github.com/Skyvern-AI/skyvern",
      "license": "AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://api.skyvern.com/v1",
      "packages": [
        {
          "registry": "pypi",
          "name": "skyvern"
        },
        {
          "registry": "npm",
          "name": "@skyvern/client"
        }
      ],
      "auth": "mixed",
      "authNotes": "Self-serve. Sign up at app.skyvern.com and copy the organisation API key from Settings, sent as `x-api-key`. MCP clients can use OAuth 2.0 with browser sign-in, PKCE and dynamic client registration, with no client ID to configure. Both credentials carry full authority over the organisation. OAuth scopes are identity claims, and there are no read-only or per-endpoint keys (https://www.skyvern.com/docs/developers/api/authentication-and-permissions.md).",
      "pricing": "freemium",
      "pricingNotes": "Free with 5,000 one-time credits and 1 concurrent run, no card and no contract. Hobby $29 a month with 30,000 credits and 10 concurrent runs. Pro $149 with 150,000 credits and 25 concurrent runs. Enterprise is custom. Extra credits can be bought from the Billing page at a price that isn't published. The billing docs count one credit a browser action, while the pricing page puts 5,000 credits at about 170 actions. Self-hosting the AGPL-3.0 server is free with your own model keys (https://www.skyvern.com/pricing, https://www.skyvern.com/docs/cloud/account-settings/billing-usage.md, checked 2026-10-08).",
      "priceSummary": "$29 / mo",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs (llms-full.txt), llms.txt or the pricing page (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": 114,
      "popularity": {
        "githubStars": 23155,
        "npmWeekly": 3193,
        "pypiWeekly": 1636,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://www.skyvern.com/docs",
      "llmsTxt": "https://www.skyvern.com/docs/llms.txt",
      "openapi": "https://www.skyvern.com/docs/api-reference/openapi.json",
      "registryName": "io.github.Skyvern-AI/skyvern",
      "capabilities": [
        "browser.control",
        "browser.hosted",
        "web.extract",
        "automation.workflows",
        "browser.debug"
      ],
      "tags": [
        "official",
        "hosted",
        "open-source",
        "freemium",
        "no-card",
        "mcp",
        "oauth",
        "openapi",
        "llms-txt",
        "python",
        "typescript",
        "status-page",
        "soc2"
      ],
      "lastRelease": "2026-10-01",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 63.1,
        "grade": "B",
        "agentReady": false,
        "rank": 288,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 10,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 76,
          "maintenance": 85,
          "payments": 32,
          "reliability": 57,
          "schema": 88,
          "security": 59,
          "transparency": 72
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": -3,
        "negativeNotes": [
          "2026-06-30. A public issue reports non-blind SSRF from workflow `http_request` and file download blocks to loopback, private and metadata addresses in version 1.0.39, with a reproduction (https://github.com/Skyvern-AI/skyvern/issues/6915). The issue is still open on 8 October 2026 and no advisory is published, but the 1.0.55 source routes these requests through an SSRF-guarded resolver, so we deduct 3 and not more. We didn't reproduce it, and whether Skyvern Cloud was exposed isn't stated."
        ],
        "verdict": "The hosted MCP server annotates every tool as read-only or destructive and can advertise a 29 or 32-tool subset in place of 114, and the API has a written six-month deprecation policy. Every key and OAuth token carries full organisation authority, with no read-only or scoped credential, and no request rate limits are documented.",
        "bestFor": "Agents that must finish a multi-step job on sites with logins, 2FA and forms, where stored credentials, saved workflows and cached scripts matter more than raw browser time.",
        "strengths": [
          "Every MCP tool carries readOnlyHint, destructiveHint and openWorldHint annotations, 117 registrations in the 1.0.55 source",
          "Hosted MCP scopes cut the advertised tools from 114 to 29 (`operate`) or 32 (`lean`) by URL or `X-Skyvern-Scope` header",
          "Written deprecation policy with six months' notice, 12 for a major version, and `Deprecation` and `Sunset` response headers",
          "OpenAPI 3.1.0 with 94 operations, llms.txt, Markdown twins of every docs page and a weekly dated changelog",
          "Stored passwords, cards and TOTP secrets are injected into the browser and replaced by placeholders in prompts, recordings and logs, per the docs"
        ],
        "weaknesses": [
          "Every API key and OAuth token has full organisation authority. The docs state there are no read-only, per-endpoint or per-resource keys",
          "No request rate limits in the docs. Responses carry `ratelimit-policy: \"submit-run\";q=50;w=60`, and only plan concurrency is published",
          "What a credit buys is stated three ways (one credit an action, 5,000 credits for about 170 or about 200 actions, by run complexity)",
          "An SSRF report against 1.0.39 from 30 June 2026 is still open with no advisory, though 1.0.55 source has SSRF guards",
          "Retention is \"as long as necessary\", anonymised data may train models unless you opt out by email, and no subprocessor list was readable"
        ],
        "agentNotes": [
          "Connect to https://api.skyvern.com/mcp/x/lean or /x/operate, or send `X-Skyvern-Scope`, so the client loads 32 or 29 tools. The scope filters the list and does not limit permissions",
          "Use a separate Skyvern organisation for each blast radius. Any key or OAuth token can read and write stored credentials and delete workflows",
          "Never pass passwords to `skyvern_act` or `skyvern_type`. Store them as credentials and call `skyvern_login`",
          "Set `max_steps` on tasks, or `x-max-steps-override` on agent runs, to cap credits. A run that reaches the cap ends as `timed_out`",
          "On 503 from POST /v1/run/agents, wait `Retry-After` seconds. No run was created, so resubmitting is safe"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 63.1
          }
        ],
        "editorialScores": {
          "ergonomics": 76,
          "maintenance": 85,
          "payments": 32,
          "reliability": 57,
          "schema": 88,
          "security": 59,
          "transparency": 66
        },
        "provenanceScore": 78
      },
      "connect": {
        "install": "pip install skyvern",
        "http": "curl -X POST \"https://api.skyvern.com/v1/run/tasks\" -H \"x-api-key: YOUR_API_KEY\" -H \"Content-Type: application/json\" -d '{ \"url\": \"https://example.com\", \"prompt\": \"Extract the pricing table\" }'",
        "claudeCode": "claude mcp add --transport http skyvern https://api.skyvern.com/mcp/ --scope user",
        "config": {
          "mcpServers": {
            "Skyvern": {
              "headers": {
                "x-api-key": "YOUR_SKYVERN_API_KEY"
              },
              "type": "streamable-http",
              "url": "https://api.skyvern.com/mcp/"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/skyvern"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Hobby plan",
          "unit": "month",
          "usd": 29,
          "note": "30,000 credits, 10 concurrent runs"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 149,
          "note": "150,000 credits, 25 concurrent runs"
        },
        {
          "item": "Skyvern SMS number, Pro plan",
          "unit": "month",
          "usd": 10,
          "note": "per number, for SMS 2FA codes"
        }
      ],
      "provenance": {
        "legalEntity": "Ikonomos Inc.",
        "domain": "skyvern.com",
        "domainRegistered": "2023-10-16",
        "endpointOnVendorDomain": true,
        "terms": "https://www.skyvern.com/terms",
        "privacy": "https://www.skyvern.com/privacy",
        "statusPage": "https://status.skyvern.com",
        "changelog": "https://www.skyvern.com/docs/changelog",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The terms (last modified 27 February 2026) and privacy policy (last modified 1 October 2026) name Ikonomos Inc., doing business as Skyvern, with Delaware law governing the terms.",
          "The API and the hosted MCP server answer at api.skyvern.com. OAuth is issued through clerk.skyvern.com, backed by Clerk.",
          "www.skyvern.com/.well-known/security.txt and api.skyvern.com/.well-known/security.txt both return 404. SECURITY.md in the repository sends reports to GitHub private advisories.",
          "RDAP for skyvern.com gives a registration date of 2023-10-16.",
          "docs.skyvern.com redirects to www.skyvern.com/docs."
        ],
        "score": 78
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/skyvern.json",
      "live": {
        "slug": "skyvern",
        "probe": {
          "target": "https://api.skyvern.com/v1",
          "method": "get",
          "lastAt": "2026-10-08T18:20:40.206071737Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 273,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 264,
          "p95ms24h": 395,
          "samples24h": 33,
          "samples30d": 33,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 33,
              "ok": 33
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.skyvern.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-08T18:22:19.71438063Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "Skyvern-AI/skyvern",
            "version": "v1.0.55",
            "released": "2026-10-01",
            "seenAt": "2026-10-08T16:29:40.13703893Z"
          },
          {
            "registry": "npm",
            "name": "@skyvern/client",
            "version": "1.0.55",
            "seenAt": "2026-10-08T16:29:38.30771301Z"
          },
          {
            "registry": "pypi",
            "name": "skyvern",
            "version": "1.0.55",
            "released": "2026-10-01",
            "seenAt": "2026-10-08T16:29:38.116994413Z"
          }
        ],
        "githubStars": 23157,
        "npmWeekly": 3193,
        "pypiWeekly": 1636,
        "securityTxt": {
          "url": "https://skyvern.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:39:09.6365622Z"
        },
        "updatedAt": "2026-10-08T18:22:19.71438063Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "browserless.io, Inc.",
        "b": "Ikonomos Inc. (Skyvern)",
        "name": "Vendor"
      },
      {
        "a": "https://production-sfo.browserless.io",
        "b": "https://api.skyvern.com/v1",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP, stdio",
        "b": "HTTP, Streamable HTTP, stdio",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "SSPL 1.0 or a commercial licence for the core server and the MCP server. The BAP TypeScript SDK is MIT. BrowserQL, stealth and other cloud additions are proprietary",
        "b": "AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository",
        "name": "Licence"
      },
      {
        "a": "14",
        "b": "114",
        "name": "Tools exposed"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "not listed",
        "b": "io.github.Skyvern-AI/skyvern",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-05",
        "b": "2026-10-01",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "2026-02-27",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "2026-10-01",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "yes, with an opt-out",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "14k stars, 3.5k npm/wk",
        "b": "23k stars, 3.2k npm/wk, 1.6k PyPI/wk",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Browserless scores 70.4 (BB) on agent readiness against Skyvern's 63.1 (B), and leads in 4 of 7 scored categories. Skyvern leads on security \u0026 auth and transparency \u0026 trust.",
        "question": "Which is better for AI agents, Browserless or Skyvern?"
      },
      {
        "answer": "Both take an API key or an OAuth sign-in.",
        "question": "Do Browserless and Skyvern need an API key?"
      },
      {
        "answer": "Yes. Browserless has a hosted endpoint at https://production-sfo.browserless.io and Skyvern at https://api.skyvern.com/v1.",
        "question": "Can an agent call Browserless and Skyvern without installing anything?"
      },
      {
        "answer": "No open-source release is listed for Browserless. Skyvern is open source (AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository).",
        "question": "Are Browserless and Skyvern open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 82 against 57",
          "Payments \u0026 pricing, 40 against 32"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "No incidents deducted, where Skyvern loses 3 points for them"
        ],
        "goodFor": "Agents that need a real browser in the cloud with stealth, proxies and CAPTCHA solving, and teams that want the option of running the same server themselves.",
        "slug": "browserless",
        "watchFor": "REST and WebSocket routes take the API token as `?token=` in the URL, which the docs give as the standard method"
      },
      {
        "aheadOn": [
          "Security \u0026 auth, 59 against 53",
          "Transparency \u0026 trust, 72 against 62"
        ],
        "also": [
          "Open source"
        ],
        "goodFor": "Agents that must finish a multi-step job on sites with logins, 2FA and forms, where stored credentials, saved workflows and cached scripts matter more than raw browser time.",
        "slug": "skyvern",
        "watchFor": "Every API key and OAuth token has full organisation authority. The docs state there are no read-only, per-endpoint or per-resource keys"
      }
    ],
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      "name": "Browser automation"
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      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-skyvern.json",
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        "url": "https://www.anchorterminal.com/compare/airtop-vs-skyvern"
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        "json": "https://www.anchorterminal.com/compare/anchor-browser-vs-browserless.json",
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      {
        "json": "https://www.anchorterminal.com/compare/anchor-browser-vs-skyvern.json",
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        "url": "https://www.anchorterminal.com/compare/anchor-browser-vs-skyvern"
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      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-browserless.json",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-skyvern.json",
        "title": "Browser Use vs Skyvern",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-chrome-devtools-mcp.json",
        "title": "Browserless vs Chrome DevTools MCP",
        "url": "https://www.anchorterminal.com/compare/browserless-vs-chrome-devtools-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-hyperbrowser.json",
        "title": "Browserless vs Hyperbrowser",
        "url": "https://www.anchorterminal.com/compare/browserless-vs-hyperbrowser"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-notte.json",
        "title": "Browserless vs Notte",
        "url": "https://www.anchorterminal.com/compare/browserless-vs-notte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-playwright-mcp.json",
        "title": "Browserless vs Playwright MCP",
        "url": "https://www.anchorterminal.com/compare/browserless-vs-playwright-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-puppeteer-reference-server-archived.json",
        "title": "Browserless vs Puppeteer (archived MCP reference server)",
        "url": "https://www.anchorterminal.com/compare/browserless-vs-puppeteer-reference-server-archived"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-steel.json",
        "title": "Browserless vs Steel",
        "url": "https://www.anchorterminal.com/compare/browserless-vs-steel"
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      {
        "json": "https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-skyvern.json",
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        "json": "https://www.anchorterminal.com/compare/skyvern-vs-steel.json",
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    "scores": [
      {
        "browserless": 82,
        "by": 25,
        "edge": "browserless",
        "key": "reliability",
        "name": "Reliability",
        "skyvern": 57,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "browserless": 89,
        "by": 1,
        "edge": "browserless",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "skyvern": 88,
        "weight": 13
      },
      {
        "browserless": 78,
        "by": 2,
        "edge": "browserless",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "skyvern": 76,
        "weight": 13
      },
      {
        "browserless": 53,
        "by": 6,
        "edge": "skyvern",
        "key": "security",
        "name": "Security \u0026 auth",
        "skyvern": 59,
        "weight": 14
      },
      {
        "browserless": 40,
        "by": 8,
        "edge": "browserless",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "skyvern": 32,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "browserless": 82,
        "by": 3,
        "edge": "skyvern",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "skyvern": 85,
        "weight": 7
      },
      {
        "browserless": 62,
        "by": 10,
        "edge": "skyvern",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "skyvern": 72,
        "weight": 7
      }
    ],
    "summary": "Browserless scores 70.4 (BB) on agent readiness against Skyvern's 63.1 (B), and leads in 4 of 7 scored categories. Skyvern leads on security \u0026 auth and transparency \u0026 trust. Both do browser automation.",
    "verdicts": {
      "browserless": "An OpenAPI document, llms.txt and a 14-tool MCP server with annotations on every tool make the service easy for an agent to read, and the free plan needs no card. The API token travels in the URL query string by default, cloud tokens carry no scopes, and no machine payment route exists.",
      "skyvern": "The hosted MCP server annotates every tool as read-only or destructive and can advertise a 29 or 32-tool subset in place of 114, and the API has a written six-month deprecation policy. Every key and OAuth token carries full organisation authority, with no read-only or scoped credential, and no request rate limits are documented."
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  "markdown": "Browserless scores 70.4 (BB) on agent readiness against Skyvern's 63.1 (B), and leads in 4 of 7 scored categories. Skyvern leads on security \u0026 auth and transparency \u0026 trust. Both do browser automation.\n\n- Browserless: grade BB, 70.4/100, rank #128 of 629. Markdown https://www.anchorterminal.com/tools/browserless.md · JSON https://www.anchorterminal.com/api/v1/tools/browserless.json\n- Skyvern: grade B, 63.1/100, rank #288 of 629. Markdown https://www.anchorterminal.com/tools/skyvern.md · JSON https://www.anchorterminal.com/api/v1/tools/skyvern.json\n\n## Which one, for what\n\n### Browserless (BB)\n\nGood for: Agents that need a real browser in the cloud with stealth, proxies and CAPTCHA solving, and teams that want the option of running the same server themselves.\n\nAhead on:\n- Reliability, 82 against 57\n- Payments \u0026 pricing, 40 against 32\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- No incidents deducted, where Skyvern loses 3 points for them\n\nWatch for: REST and WebSocket routes take the API token as `?token=` in the URL, which the docs give as the standard method\n\n### Skyvern (B)\n\nGood for: Agents that must finish a multi-step job on sites with logins, 2FA and forms, where stored credentials, saved workflows and cached scripts matter more than raw browser time.\n\nAhead on:\n- Security \u0026 auth, 59 against 53\n- Transparency \u0026 trust, 72 against 62\n\nAlso in its favour:\n- Open source\n\nWatch for: Every API key and OAuth token has full organisation authority. The docs state there are no read-only, per-endpoint or per-resource keys\n\n\n## Score by category\n\n| Category | Weight | Browserless | Skyvern | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 82 | 57 | Browserless +25 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 89 | 88 | Browserless +1 |\n| Agent ergonomics | 13% (16.2 this run) | 78 | 76 | Browserless +2 |\n| Security \u0026 auth | 14% (17.5 this run) | 53 | 59 | Skyvern +6 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 32 | Browserless +8 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 82 | 85 | Skyvern +3 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 62 | 72 | Skyvern +10 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **70.4 · BB** | **63.1 · B** | |\n\n## Facts side by side\n\n| Fact | Browserless | Skyvern |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | browserless.io, Inc. | Ikonomos Inc. (Skyvern) |\n| Hosted endpoint | `https://production-sfo.browserless.io` | `https://api.skyvern.com/v1` |\n| Transports | HTTP, Streamable HTTP, stdio | HTTP, Streamable HTTP, stdio |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | SSPL 1.0 or a commercial licence for the core server and the MCP server. The BAP TypeScript SDK is MIT. BrowserQL, stealth and other cloud additions are proprietary | AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository |\n| Tools exposed | 14 | 114 |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `io.github.Skyvern-AI/skyvern` |\n| Last release | 2026-10-05 | 2026-10-01 |\n| Terms last updated | no date given | 2026-02-27 |\n| Privacy policy last updated | no date given | 2026-10-01 |\n| Customer content may train models | not found in the text | yes, with an opt-out |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | not found in the text | yes |\n| Popularity | 14k stars, 3.5k npm/wk | 23k stars, 3.2k npm/wk, 1.6k PyPI/wk |\n\n## Verdicts\n\n**Browserless.** An OpenAPI document, llms.txt and a 14-tool MCP server with annotations on every tool make the service easy for an agent to read, and the free plan needs no card. The API token travels in the URL query string by default, cloud tokens carry no scopes, and no machine payment route exists.\n\n**Skyvern.** The hosted MCP server annotates every tool as read-only or destructive and can advertise a 29 or 32-tool subset in place of 114, and the API has a written six-month deprecation policy. Every key and OAuth token carries full organisation authority, with no read-only or scoped credential, and no request rate limits are documented.\n\n## Before you call either\n\n### Browserless\n\n1. Send the token as `Authorization: Bearer` to the MCP server. On REST and WebSocket routes it goes in `?token=`, so keep those URLs out of logs\n2. Close sessions as soon as the work is done. Browser time bills one unit per 30 seconds, rounded up, idle or not\n3. For multi-step work with `browserless_agent`, set `keepSessionAlive: true` on the first call and pass the returned `sessionId` after that. Sessions are one-shot by default since server 1.33.0\n4. On 429, back off and retry. It means the plan's concurrency limit or queue is full, usually from sessions left open\n5. Match the path to the protocol. Use `/chromium` for CDP clients and `/chromium/playwright` only for `playwright.connect()`\n\n### Skyvern\n\n1. Connect to https://api.skyvern.com/mcp/x/lean or /x/operate, or send `X-Skyvern-Scope`, so the client loads 32 or 29 tools. The scope filters the list and does not limit permissions\n2. Use a separate Skyvern organisation for each blast radius. Any key or OAuth token can read and write stored credentials and delete workflows\n3. Never pass passwords to `skyvern_act` or `skyvern_type`. Store them as credentials and call `skyvern_login`\n4. Set `max_steps` on tasks, or `x-max-steps-override` on agent runs, to cap credits. A run that reaches the cap ends as `timed_out`\n5. On 503 from POST /v1/run/agents, wait `Retry-After` seconds. No run was created, so resubmitting is safe\n\n## Questions\n\n### Which is better for AI agents, Browserless or Skyvern?\n\nBrowserless scores 70.4 (BB) on agent readiness against Skyvern's 63.1 (B), and leads in 4 of 7 scored categories. Skyvern leads on security \u0026 auth and transparency \u0026 trust.\n\n### Do Browserless and Skyvern need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call Browserless and Skyvern without installing anything?\n\nYes. Browserless has a hosted endpoint at https://production-sfo.browserless.io and Skyvern at https://api.skyvern.com/v1.\n\n### Are Browserless and Skyvern open source?\n\nNo open-source release is listed for Browserless. Skyvern is open source (AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/browserless-vs-skyvern.json, and with the fewest tokens: https://www.anchorterminal.com/compare/browserless-vs-skyvern.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"browserless\", \"b\": \"skyvern\"}`. From a terminal: `anchor compare browserless skyvern`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/browserless.json and https://www.anchorterminal.com/api/v1/tools/skyvern.json\n\n## Other comparisons with Browserless or Skyvern\n\n- [Airtop vs Browserless](https://www.anchorterminal.com/compare/airtop-vs-browserless.md)\n- [Airtop vs Skyvern](https://www.anchorterminal.com/compare/airtop-vs-skyvern.md)\n- [Anchor Browser vs Browserless](https://www.anchorterminal.com/compare/anchor-browser-vs-browserless.md)\n- [Anchor Browser vs Skyvern](https://www.anchorterminal.com/compare/anchor-browser-vs-skyvern.md)\n- [Browser Use vs Browserless](https://www.anchorterminal.com/compare/browser-use-vs-browserless.md)\n- [Browser Use vs Skyvern](https://www.anchorterminal.com/compare/browser-use-vs-skyvern.md)\n- [Browserless vs Chrome DevTools MCP](https://www.anchorterminal.com/compare/browserless-vs-chrome-devtools-mcp.md)\n- [Browserless vs Hyperbrowser](https://www.anchorterminal.com/compare/browserless-vs-hyperbrowser.md)\n- [Browserless vs Notte](https://www.anchorterminal.com/compare/browserless-vs-notte.md)\n- [Browserless vs Playwright MCP](https://www.anchorterminal.com/compare/browserless-vs-playwright-mcp.md)\n- [Browserless vs Puppeteer (archived MCP reference server)](https://www.anchorterminal.com/compare/browserless-vs-puppeteer-reference-server-archived.md)\n- [Browserless vs Steel](https://www.anchorterminal.com/compare/browserless-vs-steel.md)\n- [Chrome DevTools MCP vs Skyvern](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-skyvern.md)\n- [Hyperbrowser vs Skyvern](https://www.anchorterminal.com/compare/hyperbrowser-vs-skyvern.md)\n- [Notte vs Skyvern](https://www.anchorterminal.com/compare/notte-vs-skyvern.md)\n- [Playwright MCP vs Skyvern](https://www.anchorterminal.com/compare/playwright-mcp-vs-skyvern.md)\n- [Puppeteer (archived MCP reference server) vs Skyvern](https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-skyvern.md)\n- [Skyvern vs Steel](https://www.anchorterminal.com/compare/skyvern-vs-steel.md)\n- [Browserbase vs Browserless](https://www.anchorterminal.com/compare/browserbase-vs-browserless.md)\n- [Browserbase vs Skyvern](https://www.anchorterminal.com/compare/browserbase-vs-skyvern.md)\n",
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    "h1": "Browserless vs Skyvern",
    "image": "https://www.anchorterminal.com/assets/og/compare-browserless-vs-skyvern.png",
    "path": "/compare/browserless-vs-skyvern",
    "published": "2026-10-01",
    "section": "tools",
    "title": "Browserless vs Skyvern for AI agents, BB 70.4 vs B 63.1",
    "toc": null,
    "updated": "2026-10-08",
    "url": "https://www.anchorterminal.com/compare/browserless-vs-skyvern"
  },
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  "version": 1
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