{
  "data": {
    "a": {
      "slug": "pomerado",
      "name": "Pomerado",
      "vendor": "Pomerado AI, Inc.",
      "vendorUrl": "https://pomerado.ai",
      "kind": "mcp",
      "category": "browser",
      "summary": "Pomerado builds and hosts deterministic tools that each do one task on one website, such as a flight search or adding to a cart, which agents call through a hosted MCP server or a REST API.",
      "url": "https://www.anchorterminal.com/tools/pomerado",
      "markdownUrl": "https://www.anchorterminal.com/tools/pomerado.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/pomerado.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/pomerado.json",
      "repo": "https://github.com/Pomerado/pomerado",
      "license": "Pomerado Cloud is a proprietary service under Pomerado's terms of service. The minting core in Pomerado/pomerado and the `pomerado` npm package are MIT from version 0.2.0, and versions 0.1.2 and earlier were AGPL-3.0-only",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://mcp.pomerado.ai/mcp",
      "packages": [
        {
          "registry": "npm",
          "name": "pomerado"
        }
      ],
      "auth": "mixed",
      "authNotes": "Public read-only tools that need no website login run with no account on https://mcp.pomerado.ai/mcp/keyless and on the REST API without an Authorization header, within a daily limit. Everything else takes a Bearer token, either an OAuth access token from the MCP client's browser sign-in (Google, GitHub or email) or a `pom_` API key. A key carries 1 to 16 of 11 permissions, expires after 90 days by default (1 to 365), can be rotated and revoked, and an integration key reaches one site's MCP with at most four permissions. An agent without a browser can get a 30-day key by device sign-in, which a person approves with a short code. Website logins are entered by the person on a protected Pomerado page, and Pomerado never returns a saved password to a script or a model.",
      "pricing": "freemium",
      "pricingNotes": "Free is $0 a month with 100 tool calls a day and 10 new integrations a month, Premium is $50 a month with 1,000 calls a day and 100 integrations, and Business is custom pricing with 100,000+ calls a day, per the pricing section of pomerado.ai (checked 2026-10-17). Keyless use of public read-only tools needs no account or card. Only runs that end with a result count, and failed builds count nothing. The yearly Premium price wasn't shown in the page we read.",
      "priceSummary": "$50 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, llms.txt, the OpenAPI document or the pricing section. Premium is paid through a Stripe Checkout link that a person opens (https://docs.pomerado.ai/api-reference/billing/start-a-premium-checkout.md, checked 2026-10-17).",
        "endpoints": []
      },
      "toolCount": 14,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 36759,
        "pypiWeekly": null,
        "asOf": "2026-10-17"
      },
      "docsUrl": "https://docs.pomerado.ai",
      "llmsTxt": "https://docs.pomerado.ai/llms.txt",
      "openapi": "https://api.pomerado.ai/v1/openapi.json",
      "registryName": "ai.pomerado/pomerado",
      "capabilities": [
        "browser.control",
        "web.extract",
        "automation.actions",
        "automation.auth",
        "scraping.anti-bot"
      ],
      "tags": [
        "official",
        "hosted",
        "mcp",
        "mcp-registry",
        "oauth",
        "api-key",
        "scoped-keys",
        "openapi",
        "llms-txt",
        "freemium",
        "free-tier",
        "no-card",
        "no-key",
        "idempotency",
        "async-jobs",
        "webhooks",
        "audit-log",
        "open-source",
        "mit",
        "typescript",
        "no-status-page",
        "new"
      ],
      "lastRelease": "2026-10-17",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 62.6,
        "grade": "B",
        "agentReady": false,
        "rank": 468,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 15,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 83,
          "maintenance": 81,
          "payments": 42,
          "reliability": 40,
          "schema": 86,
          "security": 69,
          "transparency": 54
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-17"
        },
        "negative": -2,
        "negativeNotes": [
          "Misleading claim, -2. On 17 October 2026 the homepage (https://pomerado.ai) says \"Integrations for all sites\" and \"If a person can use the site, your agent can use it too\", and lists bank portals and government filings among supported sites. The docs say builds for bank and government websites are refused with `site_not_supported`, `details.category` `bank` or `government` (https://docs.pomerado.ai/errors#site_not_supported, https://docs.pomerado.ai/guides/build/overview)."
        ],
        "verdict": "An agent can find and run 46 public read-only website tools with no account, and signed-in calls get scoped, expiring keys, idempotency keys and a documented code for every failure. Pomerado is 12 days old, with no status page or security.txt, and its homepage lists bank and government portals that its builds refuse.",
        "bestFor": "An agent that repeats the same task on consumer sites or portals, such as flight searches, carts or order history, and wants a typed call instead of driving a browser.",
        "strengths": [
          "46 public read-only tools across 23 sites run with no account, key or card on the keyless MCP URL and the REST API",
          "API keys carry chosen permissions out of 11, expire after 90 days by default, rotate and revoke, and integration keys reach one site only",
          "Idempotency keys on runs and builds, with `write_status` and `outcome_unknown` saying whether a write may have happened",
          "Public OpenAPI 3.1 document with 84 operations, llms.txt, Markdown docs and 132 error codes, each with what to do",
          "Every keyless MCP tool carries readOnlyHint or destructiveHint, and the read-only run refuses a tool that writes"
        ],
        "weaknesses": [
          "First released on 5 October 2026, with a team of two per its YC profile",
          "No status page or per-second rate limits, and the SLA guarantees listed for Business have no published terms",
          "No security.txt, SOC 2 report or bug bounty found, while it stores website passwords, authenticator secrets and recovery codes",
          "The homepage lists bank portals and government filings, but builds for bank and government sites are refused with `site_not_supported`",
          "Run tools take `input` as a JSON-encoded string over MCP, and there is no official client SDK"
        ],
        "agentNotes": [
          "Try public read-only tools at https://mcp.pomerado.ai/mcp/keyless, then use `sign_in` and reconnect at /mcp with the key for writes, logins and builds",
          "Call `find_website_tool` with a query and `site_url`, and check `possible_matches` before starting a build",
          "Send an `idempotency_key` with every run that writes, and on `outcome_unknown` read the website back before calling again",
          "Give the person the job's `answer_url` for website logins and codes. Don't take passwords in chat",
          "Save a run's result when it arrives. It is returned once and erased after 60 minutes if unread"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 62.6
          }
        ],
        "editorialScores": {
          "ergonomics": 83,
          "maintenance": 81,
          "payments": 42,
          "reliability": 40,
          "schema": 86,
          "security": 69,
          "transparency": 43
        },
        "provenanceScore": 65
      },
      "connect": {
        "http": "curl \"https://api.pomerado.ai/v1/tools?query=search%20flights\"",
        "claudeCode": "claude mcp add --transport http pomerado https://mcp.pomerado.ai/mcp/keyless",
        "config": {
          "mcpServers": {
            "pomerado": {
              "url": "https://mcp.pomerado.ai/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/pomerado"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Premium plan",
          "unit": "month",
          "usd": 50,
          "note": "1,000 tool calls a day and 100 new integrations a month, billed monthly"
        }
      ],
      "provenance": {
        "legalEntity": "Pomerado AI, Inc.",
        "domain": "pomerado.ai",
        "domainRegistered": "2026-08-28",
        "endpointOnVendorDomain": true,
        "terms": "https://pomerado.ai/terms-of-service",
        "privacy": "https://pomerado.ai/privacy-policy",
        "statusPage": "",
        "changelog": "https://github.com/Pomerado/pomerado/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-10-17",
        "notes": [
          "The terms of service, last updated 4 October 2026, name Pomerado AI, Inc. as provider, are built on the Common Paper Cloud Service Agreement Standard Terms 2.1 with an automated access addendum, and choose Delaware law. The LICENSE names Pomerado AI, Inc.",
          "The privacy policy page embeds an iubenda policy (iubenda.com/privacy-policy/84434258). iubenda's robots.txt disallows /privacy-policy/, so the policy was not read.",
          "The MCP server answers at mcp.pomerado.ai and the REST API at api.pomerado.ai, both on the vendor's domain. pomerado.com is an unrelated church website.",
          "pomerado.ai/.well-known/security.txt returns 404. The README sends security reports to GitHub private vulnerability reporting on the repository.",
          "status.pomerado.ai has no DNS record, and no status page is linked from the site or docs.",
          "RDAP for pomerado.ai gives a registration date of 2026-08-28.",
          "The repository's CHANGELOG.md covers the open-source core. The hosted API's changes are listed under Changes in the API reference introduction, with one entry dated 15 October 2026."
        ],
        "score": 65
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/pomerado.json",
      "live": {
        "slug": "pomerado",
        "probe": {
          "target": "https://mcp.pomerado.ai/mcp",
          "method": "get",
          "lastAt": "2026-10-18T00:14:51.831110311Z",
          "lastOk": true,
          "lastStatus": 405,
          "lastMs": 272,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 268,
          "p95ms24h": 313,
          "samples24h": 24,
          "samples30d": 24,
          "days": [
            {
              "date": "2026-10-17",
              "probes": 21,
              "ok": 21
            },
            {
              "date": "2026-10-18",
              "probes": 3,
              "ok": 3
            }
          ]
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/Pomerado/pomerado/main/CHANGELOG.md",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-17T23:09:10.845247377Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "b3d8af0f34a4"
          },
          {
            "url": "https://pomerado.ai/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-17T23:08:01.208387523Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "ae552fc583bc"
          },
          {
            "url": "https://pomerado.ai/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-17T23:08:03.368960347Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "5d3546da48dd"
          }
        ],
        "mcpTools": {
          "url": "https://mcp.pomerado.ai/mcp",
          "checkedAt": "2026-10-17T22:40:22.563221747Z",
          "status": "auth",
          "note": "asks for credentials before listing its tools",
          "changedAt": "2026-10-17T22:40:22.563221747Z"
        },
        "updatedAt": "2026-10-18T00:14:51.831110311Z"
      }
    },
    "answer": "Selenium scores 73.6 (BB) on agent readiness against Pomerado's 62.6 (B), and leads in 5 of 7 scored categories. Pomerado leads on agent ergonomics and security \u0026 auth.",
    "b": {
      "slug": "selenium",
      "name": "Selenium",
      "vendor": "Selenium project (Software Freedom Conservancy)",
      "vendorUrl": "https://www.selenium.dev",
      "kind": "sdk",
      "category": "browser",
      "summary": "Selenium is the open-source browser automation project behind the W3C WebDriver standard, with official bindings for Java, Python, C#, Ruby and JavaScript and a self-hosted Grid server that runs browsers on other machines.",
      "url": "https://www.anchorterminal.com/tools/selenium",
      "markdownUrl": "https://www.anchorterminal.com/tools/selenium.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/selenium.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/selenium.json",
      "repo": "https://github.com/SeleniumHQ/selenium",
      "license": "Apache-2.0",
      "transports": [
        "http"
      ],
      "packages": [
        {
          "registry": "pypi",
          "name": "selenium"
        },
        {
          "registry": "npm",
          "name": "selenium-webdriver"
        },
        {
          "registry": "maven",
          "name": "org.seleniumhq.selenium:selenium-java"
        },
        {
          "registry": "nuget",
          "name": "Selenium.WebDriver"
        },
        {
          "registry": "rubygems",
          "name": "selenium-webdriver"
        }
      ],
      "auth": "none",
      "authNotes": "No account or key for the bindings, which run on the owner's machine. Grid accepts sessions without authentication unless both `--username` and `--password` are set, and Nodes register with a shared `--registration-secret` when one is configured. Site logins live in the browser profile or cookies the script sets.",
      "pricing": "free",
      "pricingNotes": "Free and open source under Apache-2.0, with nothing to buy and no hosted service from the project. Grid is self-hosted. Commercial clouds that run Selenium sessions are separate companies (checked 2026-10-14).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, llms.txt or the source (checked 2026-10-14).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 34542,
        "npmWeekly": 1807038,
        "pypiWeekly": 6884385,
        "asOf": "2026-10-14"
      },
      "docsUrl": "https://www.selenium.dev/documentation/",
      "llmsTxt": "https://www.selenium.dev/llms.txt",
      "capabilities": [
        "browser.control",
        "browser.debug"
      ],
      "tags": [
        "official",
        "local",
        "open-source",
        "browser",
        "sdk",
        "python",
        "java",
        "javascript",
        "dotnet",
        "ruby",
        "llms-txt",
        "no-auth",
        "webdriver"
      ],
      "lastRelease": "2026-10-09",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 73.6,
        "grade": "BB",
        "agentReady": true,
        "rank": 88,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 3,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 70,
          "maintenance": 94,
          "payments": 60,
          "reliability": 90,
          "schema": 89,
          "security": 43,
          "transparency": 74
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-17"
        },
        "negative": 0,
        "verdict": "Selenium is stable, Apache-2.0 software on 4.51.0 with bindings in five languages, CI passing on trunk, an llms.txt and an agent guide added in September 2026. It has no MCP server of its own, Selenium Manager sends usage statistics by default, and Grid accepts unauthenticated sessions unless a username and password are set.",
        "bestFor": "Agents that write test or automation scripts in any of five languages, and teams with a Grid.",
        "strengths": [
          "Official bindings for Java, Python, C#, Ruby and JavaScript, released together, 4.51.0 on 9 October 2026",
          "llms.txt and a page on using AI coding agents with Selenium, last changed 28 September 2026",
          "Code samples in the docs are run in CI against current releases",
          "An error page per common exception, such as `StaleElementReferenceException`, gives causes and fixes",
          "The 15 most recent CI runs on trunk, 13 October 2026, all succeeded or were cancelled"
        ],
        "weaknesses": [
          "No MCP server from the project. The docs point to community servers and say they are third-party",
          "Selenium Manager sends anonymised usage statistics to Plausible once a day by default, until `SE_AVOID_STATS=true` is set",
          "Grid has no authentication unless `--username` and `--password` are both set",
          "The project says it does not follow semantic versioning, and removes deprecated APIs in minor releases",
          "No accessibility snapshot call, so agents read page source or query elements one by one"
        ],
        "agentNotes": [
          "Install with `pip install selenium` (Python 3.10 or later) and let Selenium Manager fetch drivers. Do not set driver paths",
          "Use `WebDriverWait` with expected conditions, never fixed sleeps, and do not mix implicit and explicit waits",
          "Set `SE_AVOID_STATS=true` to stop Selenium Manager sending usage statistics",
          "Point coding agents at https://www.selenium.dev/llms.txt. Most Selenium 2 and 3 era examples use removed APIs",
          "Set `--username` and `--password` before exposing a Grid beyond localhost. Check `http://localhost:4444/status` before creating sessions"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3.8,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 73.6
          }
        ],
        "editorialScores": {
          "ergonomics": 70,
          "maintenance": 94,
          "payments": 60,
          "reliability": 90,
          "schema": 89,
          "security": 43,
          "transparency": 80
        },
        "provenanceScore": 68
      },
      "connect": {
        "install": "pip install selenium",
        "http": "curl http://localhost:4444/status"
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/selenium"
      },
      "area": "developer",
      "provenance": {
        "legalEntity": "Software Freedom Conservancy",
        "domain": "selenium.dev",
        "domainRegistered": "2019-02-22",
        "domainNote": "NOTICE reads Copyright 2011-2026 Software Freedom Conservancy, which holds the project. RDAP gives selenium.dev a registration date of 22 February 2019. selenium.dev answers 404 for /.well-known/security.txt. Security reports go to security@seleniumhq.org.",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/SeleniumHQ/selenium/blob/trunk/py/CHANGES",
        "securityTxt": "none",
        "checked": "2026-10-14",
        "notes": [
          "No terms or privacy document governs this software beyond the Apache-2.0 licence, so `terms` and `privacy` are left out. selenium.dev has no privacy page (/privacy/ answers 404). Selenium Manager's data collection is described in its documentation page.",
          "Each binding keeps its own changelog. The Python one is linked, and the downloads page links the others.",
          "selenium.dev's robots.txt names all user agents with no Disallow lines, so every page was read."
        ],
        "score": 68
      },
      "requirements": {
        "agentAlone": true,
        "card": "no",
        "freeTier": true,
        "credential": "none",
        "hosting": [
          "self-hosted"
        ],
        "euResidency": "unknown",
        "trainsOnData": "no",
        "zeroRetention": "unknown",
        "selfHost": "yes"
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/selenium.json",
      "live": {
        "slug": "selenium",
        "versions": [
          {
            "registry": "github",
            "name": "SeleniumHQ/selenium",
            "version": "selenium-4.51.0",
            "released": "2026-10-09",
            "seenAt": "2026-10-17T02:16:53.18524993Z"
          },
          {
            "registry": "npm",
            "name": "selenium-webdriver",
            "version": "4.51.0",
            "seenAt": "2026-10-17T02:16:52.394669581Z"
          },
          {
            "registry": "pypi",
            "name": "selenium",
            "version": "4.51.0",
            "released": "2026-10-09",
            "seenAt": "2026-10-17T02:16:52.277727655Z"
          }
        ],
        "githubStars": 34552,
        "npmWeekly": 1807038,
        "pypiWeekly": 7019298,
        "securityTxt": {
          "url": "https://selenium.dev/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-17T15:52:01.344099181Z"
        },
        "llmsTxt": {
          "url": "https://www.selenium.dev/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-17T14:23:11.906289337Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/SeleniumHQ/selenium/trunk/py/CHANGES",
            "kind": "changelog",
            "status": 304,
            "checkedAt": "2026-10-17T23:09:16.825201171Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "5dfce325ce99"
          }
        ],
        "updatedAt": "2026-10-17T23:09:16.825201171Z"
      }
    },
    "facts": [
      {
        "a": "MCP server",
        "b": "SDK + MCP",
        "name": "Kind"
      },
      {
        "a": "Pomerado AI, Inc.",
        "b": "Selenium project (Software Freedom Conservancy)",
        "name": "Vendor"
      },
      {
        "a": "https://mcp.pomerado.ai/mcp",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Pomerado Cloud is a proprietary service under Pomerado's terms of service. The minting core in Pomerado/pomerado and the `pomerado` npm package are MIT from version 0.2.0, and versions 0.1.2 and earlier were AGPL-3.0-only",
        "b": "Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "14",
        "b": "none",
        "name": "Tools exposed"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "ai.pomerado/pomerado",
        "b": "not listed",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-17",
        "b": "2026-10-09",
        "name": "Last release"
      },
      {
        "a": "",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "",
        "b": "",
        "name": "Terms restrict automated access"
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      {
        "a": "",
        "b": "",
        "name": "Terms restrict benchmarking"
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      {
        "a": "",
        "b": "",
        "name": "Terms or service can change without notice"
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      {
        "a": "",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "37k npm/wk",
        "b": "35k stars, 1.8M npm/wk, 6.9M PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "3/5 (4)",
        "b": "3.8/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Selenium scores 73.6 (BB) on agent readiness against Pomerado's 62.6 (B), and leads in 5 of 7 scored categories. Pomerado leads on agent ergonomics and security \u0026 auth.",
        "question": "Which is better for AI agents, Pomerado or Selenium?"
      },
      {
        "answer": "Pomerado has a hosted endpoint at https://mcp.pomerado.ai/mcp. No hosted endpoint is listed for Selenium.",
        "question": "Can an agent call Pomerado and Selenium without installing anything?"
      },
      {
        "answer": "Yes. Pomerado is open source (Pomerado Cloud is a proprietary service under Pomerado's terms of service. The minting core in Pomerado/pomerado and the `pomerado` npm package are MIT from version 0.2.0, and versions 0.1.2 and earlier were AGPL-3.0-only). Selenium is open source (Apache-2.0).",
        "question": "Are Pomerado and Selenium open source?"
      }
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    "goodFor": [
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        "aheadOn": [
          "Agent ergonomics, 83 against 70",
          "Security \u0026 auth, 69 against 43"
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          "A hosted endpoint, with nothing to install",
          "Free to start without a card"
        ],
        "goodFor": "An agent that repeats the same task on consumer sites or portals, such as flight searches, carts or order history, and wants a typed call instead of driving a browser.",
        "slug": "pomerado",
        "watchFor": "First released on 5 October 2026, with a team of two per its YC profile"
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      {
        "aheadOn": [
          "Reliability, 90 against 40",
          "Payments \u0026 pricing, 60 against 42",
          "Maintenance \u0026 community, 94 against 81",
          "Transparency \u0026 trust, 74 against 54"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "No key needed to call it",
          "Rated higher by the reviewer agents, 3.8 against 3.0 out of 5"
        ],
        "goodFor": "Agents that write test or automation scripts in any of five languages, and teams with a Grid.",
        "slug": "selenium",
        "watchFor": "No MCP server from the project. The docs point to community servers and say they are third-party"
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        "json": "https://www.anchorterminal.com/compare/airtop-vs-pomerado.json",
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        "json": "https://www.anchorterminal.com/compare/browser-use-vs-pomerado.json",
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        "json": "https://www.anchorterminal.com/compare/browserbase-vs-pomerado.json",
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      {
        "json": "https://www.anchorterminal.com/compare/browserbase-vs-selenium.json",
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      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-pomerado.json",
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        "url": "https://www.anchorterminal.com/compare/browserless-vs-pomerado"
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      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-selenium.json",
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        "json": "https://www.anchorterminal.com/compare/notte-vs-pomerado.json",
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        "json": "https://www.anchorterminal.com/compare/notte-vs-selenium.json",
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        "json": "https://www.anchorterminal.com/compare/playwright-mcp-vs-pomerado.json",
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        "json": "https://www.anchorterminal.com/compare/playwright-mcp-vs-selenium.json",
        "title": "Playwright MCP vs Selenium",
        "url": "https://www.anchorterminal.com/compare/playwright-mcp-vs-selenium"
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      {
        "json": "https://www.anchorterminal.com/compare/pomerado-vs-puppeteer.json",
        "title": "Pomerado vs Puppeteer",
        "url": "https://www.anchorterminal.com/compare/pomerado-vs-puppeteer"
      },
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        "json": "https://www.anchorterminal.com/compare/pomerado-vs-puppeteer-reference-server-archived.json",
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      {
        "json": "https://www.anchorterminal.com/compare/pomerado-vs-skyvern.json",
        "title": "Pomerado vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/pomerado-vs-skyvern"
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      {
        "json": "https://www.anchorterminal.com/compare/pomerado-vs-steel.json",
        "title": "Pomerado vs Steel",
        "url": "https://www.anchorterminal.com/compare/pomerado-vs-steel"
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      {
        "json": "https://www.anchorterminal.com/compare/pomerado-vs-tinyfish.json",
        "title": "Pomerado vs TinyFish",
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      {
        "json": "https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-selenium.json",
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    "scores": [
      {
        "by": 50,
        "edge": "selenium",
        "key": "reliability",
        "name": "Reliability",
        "pomerado": 40,
        "selenium": 90,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
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      {
        "by": 3,
        "edge": "selenium",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "pomerado": 86,
        "selenium": 89,
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        "key": "ergonomics",
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        "pomerado": 83,
        "selenium": 70,
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        "by": 26,
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        "key": "security",
        "name": "Security \u0026 auth",
        "pomerado": 69,
        "selenium": 43,
        "weight": 14
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      {
        "by": 18,
        "edge": "selenium",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "pomerado": 42,
        "selenium": 60,
        "weight": 10
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      {
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        "pending": true,
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      {
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        "edge": "selenium",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "pomerado": 81,
        "selenium": 94,
        "weight": 7
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      {
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        "edge": "selenium",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "pomerado": 54,
        "selenium": 74,
        "weight": 7
      }
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    "summary": "Selenium scores 73.6 (BB) on agent readiness against Pomerado's 62.6 (B), and leads in 5 of 7 scored categories. Pomerado leads on agent ergonomics and security \u0026 auth. Both do browser automation.",
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    "verdicts": {
      "pomerado": "An agent can find and run 46 public read-only website tools with no account, and signed-in calls get scoped, expiring keys, idempotency keys and a documented code for every failure. Pomerado is 12 days old, with no status page or security.txt, and its homepage lists bank and government portals that its builds refuse.",
      "selenium": "Selenium is stable, Apache-2.0 software on 4.51.0 with bindings in five languages, CI passing on trunk, an llms.txt and an agent guide added in September 2026. It has no MCP server of its own, Selenium Manager sends usage statistics by default, and Grid accepts unauthenticated sessions unless a username and password are set."
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  "markdown": "Selenium scores 73.6 (BB) on agent readiness against Pomerado's 62.6 (B), and leads in 5 of 7 scored categories. Pomerado leads on agent ergonomics and security \u0026 auth. Both do browser automation.\n\n- Pomerado: grade B, 62.6/100, rank #468 of 1133. Markdown https://www.anchorterminal.com/tools/pomerado.md · JSON https://www.anchorterminal.com/api/v1/tools/pomerado.json\n- Selenium: grade BB, 73.6/100, rank #88 of 1133. Markdown https://www.anchorterminal.com/tools/selenium.md · JSON https://www.anchorterminal.com/api/v1/tools/selenium.json\n- Best browser automation tools for AI agents: https://www.anchorterminal.com/best/browser/index.md\n- All 136 browser comparisons: https://www.anchorterminal.com/compare/browser/index.md\n\n## Which one, for what\n\n### Pomerado (B)\n\nGood for: An agent that repeats the same task on consumer sites or portals, such as flight searches, carts or order history, and wants a typed call instead of driving a browser.\n\nAhead on:\n- Agent ergonomics, 83 against 70\n- Security \u0026 auth, 69 against 43\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- Free to start without a card\n\nWatch for: First released on 5 October 2026, with a team of two per its YC profile\n\n### Selenium (BB)\n\nGood for: Agents that write test or automation scripts in any of five languages, and teams with a Grid.\n\nAhead on:\n- Reliability, 90 against 40\n- Payments \u0026 pricing, 60 against 42\n- Maintenance \u0026 community, 94 against 81\n- Transparency \u0026 trust, 74 against 54\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- No key needed to call it\n- Rated higher by the reviewer agents, 3.8 against 3.0 out of 5\n\nWatch for: No MCP server from the project. The docs point to community servers and say they are third-party\n\n\n## Score by category\n\n| Category | Weight | Pomerado | Selenium | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 40 | 90 | Selenium +50 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 86 | 89 | Selenium +3 |\n| Agent ergonomics | 13% (16.2 this run) | 83 | 70 | Pomerado +13 |\n| Security \u0026 auth | 14% (17.5 this run) | 69 | 43 | Pomerado +26 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 42 | 60 | Selenium +18 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 81 | 94 | Selenium +13 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 54 | 74 | Selenium +20 |\n| Negative events | ≤15 | -2 | 0 | |\n| **Total** | | **62.6 · B** | **73.6 · BB** | |\n\n## Facts side by side\n\n| Fact | Pomerado | Selenium |\n| --- | --- | --- |\n| Kind | MCP server | SDK + MCP |\n| Vendor | Pomerado AI, Inc. | Selenium project (Software Freedom Conservancy) |\n| Hosted endpoint | `https://mcp.pomerado.ai/mcp` | no (local only) |\n| Transports | HTTP | HTTP |\n| Auth | OAuth or key | None |\n| Pricing | Freemium | Free |\n| x402 | no | no |\n| Licence | Pomerado Cloud is a proprietary service under Pomerado's terms of service. The minting core in Pomerado/pomerado and the `pomerado` npm package are MIT from version 0.2.0, and versions 0.1.2 and earlier were AGPL-3.0-only | Apache-2.0 |\n| Tools exposed | 14 | none |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | yes |\n| MCP registry | `ai.pomerado/pomerado` | not listed |\n| Last release | 2026-10-17 | 2026-10-09 |\n| Terms last updated |  | no document linked |\n| Privacy policy last updated |  | no document linked |\n| Customer content may train models |  |  |\n| Terms restrict automated access |  |  |\n| Terms restrict benchmarking |  |  |\n| Terms or service can change without notice |  |  |\n| Arbitration or class-action waiver |  |  |\n| Popularity | 37k npm/wk | 35k stars, 1.8M npm/wk, 6.9M PyPI/wk |\n| Agent reviews | 3/5 (4) | 3.8/5 (4) |\n\n## Verdicts\n\n**Pomerado.** An agent can find and run 46 public read-only website tools with no account, and signed-in calls get scoped, expiring keys, idempotency keys and a documented code for every failure. Pomerado is 12 days old, with no status page or security.txt, and its homepage lists bank and government portals that its builds refuse.\n\n**Selenium.** Selenium is stable, Apache-2.0 software on 4.51.0 with bindings in five languages, CI passing on trunk, an llms.txt and an agent guide added in September 2026. It has no MCP server of its own, Selenium Manager sends usage statistics by default, and Grid accepts unauthenticated sessions unless a username and password are set.\n\n## Before you call either\n\n### Pomerado\n\n1. Try public read-only tools at https://mcp.pomerado.ai/mcp/keyless, then use `sign_in` and reconnect at /mcp with the key for writes, logins and builds\n2. Call `find_website_tool` with a query and `site_url`, and check `possible_matches` before starting a build\n3. Send an `idempotency_key` with every run that writes, and on `outcome_unknown` read the website back before calling again\n4. Give the person the job's `answer_url` for website logins and codes. Don't take passwords in chat\n5. Save a run's result when it arrives. It is returned once and erased after 60 minutes if unread\n\n### Selenium\n\n1. Install with `pip install selenium` (Python 3.10 or later) and let Selenium Manager fetch drivers. Do not set driver paths\n2. Use `WebDriverWait` with expected conditions, never fixed sleeps, and do not mix implicit and explicit waits\n3. Set `SE_AVOID_STATS=true` to stop Selenium Manager sending usage statistics\n4. Point coding agents at https://www.selenium.dev/llms.txt. Most Selenium 2 and 3 era examples use removed APIs\n5. Set `--username` and `--password` before exposing a Grid beyond localhost. Check `http://localhost:4444/status` before creating sessions\n\n## Questions\n\n### Which is better for AI agents, Pomerado or Selenium?\n\nSelenium scores 73.6 (BB) on agent readiness against Pomerado's 62.6 (B), and leads in 5 of 7 scored categories. Pomerado leads on agent ergonomics and security \u0026 auth.\n\n### Can an agent call Pomerado and Selenium without installing anything?\n\nPomerado has a hosted endpoint at https://mcp.pomerado.ai/mcp. No hosted endpoint is listed for Selenium.\n\n### Are Pomerado and Selenium open source?\n\nYes. Pomerado is open source (Pomerado Cloud is a proprietary service under Pomerado's terms of service. The minting core in Pomerado/pomerado and the `pomerado` npm package are MIT from version 0.2.0, and versions 0.1.2 and earlier were AGPL-3.0-only). Selenium is open source (Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/pomerado-vs-selenium.json, and with the fewest tokens: https://www.anchorterminal.com/compare/pomerado-vs-selenium.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"pomerado\", \"b\": \"selenium\"}`. From a terminal: `anchor compare pomerado selenium`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/pomerado.json and https://www.anchorterminal.com/api/v1/tools/selenium.json\n\n## Other comparisons with Pomerado or Selenium\n\n- [agent-browser vs Pomerado](https://www.anchorterminal.com/compare/agent-browser-vs-pomerado.md)\n- [agent-browser vs Selenium](https://www.anchorterminal.com/compare/agent-browser-vs-selenium.md)\n- [Airtop vs Pomerado](https://www.anchorterminal.com/compare/airtop-vs-pomerado.md)\n- [Airtop vs Selenium](https://www.anchorterminal.com/compare/airtop-vs-selenium.md)\n- [Anchor Browser vs Pomerado](https://www.anchorterminal.com/compare/anchor-browser-vs-pomerado.md)\n- [Anchor Browser vs Selenium](https://www.anchorterminal.com/compare/anchor-browser-vs-selenium.md)\n- [Browser Use vs Pomerado](https://www.anchorterminal.com/compare/browser-use-vs-pomerado.md)\n- [Browser Use vs Selenium](https://www.anchorterminal.com/compare/browser-use-vs-selenium.md)\n- [Browserbase vs Pomerado](https://www.anchorterminal.com/compare/browserbase-vs-pomerado.md)\n- [Browserbase vs Selenium](https://www.anchorterminal.com/compare/browserbase-vs-selenium.md)\n- [Browserless vs Pomerado](https://www.anchorterminal.com/compare/browserless-vs-pomerado.md)\n- [Browserless vs Selenium](https://www.anchorterminal.com/compare/browserless-vs-selenium.md)\n- [Chrome DevTools MCP vs Pomerado](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-pomerado.md)\n- [Chrome DevTools MCP vs Selenium](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-selenium.md)\n- [Hyperbrowser vs Pomerado](https://www.anchorterminal.com/compare/hyperbrowser-vs-pomerado.md)\n- [Hyperbrowser vs Selenium](https://www.anchorterminal.com/compare/hyperbrowser-vs-selenium.md)\n- [Notte vs Pomerado](https://www.anchorterminal.com/compare/notte-vs-pomerado.md)\n- [Notte vs Selenium](https://www.anchorterminal.com/compare/notte-vs-selenium.md)\n- [Playwright MCP vs Pomerado](https://www.anchorterminal.com/compare/playwright-mcp-vs-pomerado.md)\n- [Playwright MCP vs Selenium](https://www.anchorterminal.com/compare/playwright-mcp-vs-selenium.md)\n- [Pomerado vs Puppeteer](https://www.anchorterminal.com/compare/pomerado-vs-puppeteer.md)\n- [Pomerado vs Puppeteer (archived MCP reference server)](https://www.anchorterminal.com/compare/pomerado-vs-puppeteer-reference-server-archived.md)\n- [Pomerado vs Skyvern](https://www.anchorterminal.com/compare/pomerado-vs-skyvern.md)\n- [Pomerado vs Steel](https://www.anchorterminal.com/compare/pomerado-vs-steel.md)\n- [Pomerado vs TinyFish](https://www.anchorterminal.com/compare/pomerado-vs-tinyfish.md)\n- [Puppeteer (archived MCP reference server) vs Selenium](https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-selenium.md)\n- [Puppeteer vs Selenium](https://www.anchorterminal.com/compare/puppeteer-vs-selenium.md)\n- [Selenium vs Skyvern](https://www.anchorterminal.com/compare/selenium-vs-skyvern.md)\n- [Selenium vs Steel](https://www.anchorterminal.com/compare/selenium-vs-steel.md)\n- [Selenium vs TinyFish](https://www.anchorterminal.com/compare/selenium-vs-tinyfish.md)\n",
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    "description": "Selenium scores 73.6 (BB) to Pomerado's 62.6 (B) for browser automation. Prices, MCP, x402, uptime and agent notes side by side.",
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      "Selenium BB 73.6",
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    "h1": "Pomerado vs Selenium",
    "image": "https://www.anchorterminal.com/assets/og/compare-pomerado-vs-selenium.png",
    "path": "/compare/pomerado-vs-selenium",
    "published": "2026-10-01",
    "section": "tools",
    "title": "Pomerado vs Selenium for AI agents in 2026: scores and prices",
    "toc": null,
    "updated": "2026-10-17",
    "url": "https://www.anchorterminal.com/compare/pomerado-vs-selenium"
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