{
  "data": {
    "a": {
      "slug": "airtop",
      "name": "Airtop",
      "vendor": "Switchboard Visual Technologies, Inc. (dba Airtop)",
      "vendorUrl": "https://www.airtop.ai",
      "kind": "http-api",
      "category": "browser",
      "summary": "Airtop runs cloud browser sessions that an agent controls through a REST API, Node and Python SDKs, natural-language page calls, or Puppeteer, Playwright and Selenium connections. The same company sells Agent Builder, a no-code product for scheduled web agents.",
      "url": "https://www.anchorterminal.com/tools/airtop",
      "markdownUrl": "https://www.anchorterminal.com/tools/airtop.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/airtop.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/airtop.json",
      "repo": "https://github.com/airtop-ai/airtop-node-sdk",
      "license": "Proprietary cloud service under Airtop's terms of use. The Node and Python SDKs are MIT per npm and PyPI",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.airtop.ai/api",
      "packages": [
        {
          "registry": "npm",
          "name": "@airtop/sdk"
        },
        {
          "registry": "pypi",
          "name": "airtop"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve API key from the portal at portal.airtop.ai/api-keys after a browser signup, sent as `Authorization: Bearer` on https://api.airtop.ai/api/v1. Puppeteer and Playwright connect to the session's `cdpWsUrl`, and Selenium to its `chromedriverUrl`, with the same Bearer header, so the key stays out of URLs. A key works across its organisation, including saved profiles. No scopes, read-only keys, expiry or rotation were found in the reviewed documentation. The developers page mentions RBAC for enterprise access without detail.",
      "pricing": "freemium",
      "pricingNotes": "Free plan with 1,000 credits a month and 3 simultaneous sessions. Paid plans start at $29 a month (Starter, 30,000 credits), $189 (Professional, 225,000) and $558 (Enterprise, 775,000), each with larger credit options, and annual billing takes 10 per cent off. Credits pay for browser time (billed in 30-second increments), integrated proxy traffic and AI calls, but the credits charged per unit are not published. No one-off credit purchases, and unused credits do not carry over. The pricing page states a 10,000 one-time credit bonus on Free while the billing guide states 30,000. Whether signup needs a card is not stated (https://www.airtop.ai/pricing, https://www.airtop.ai/help/billing/billing, checked 2026-10-08).",
      "priceSummary": "$29 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, the OpenAPI document or the pricing page. An unauthenticated GET to https://api.airtop.ai/api/v1/sessions on 2026-10-08 returned 401, not 402.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 16,
        "npmWeekly": 15505,
        "pypiWeekly": 246,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.airtop.ai",
      "llmsTxt": "https://docs.airtop.ai/llms.txt",
      "openapi": "https://docs.airtop.ai/openapi.json",
      "capabilities": [
        "browser.control",
        "browser.hosted",
        "browser.debug",
        "web.scrape",
        "scraping.proxies",
        "scraping.anti-bot"
      ],
      "tags": [
        "official",
        "hosted",
        "freemium",
        "api-key",
        "openapi",
        "llms-txt",
        "typescript",
        "python",
        "proxies",
        "captcha",
        "status-page",
        "soc2"
      ],
      "lastRelease": "2026-07-01",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 55.3,
        "grade": "C",
        "agentReady": false,
        "rank": 762,
        "ranked": true,
        "rankOf": 1210,
        "categoryRank": 17,
        "methodology": "0.6",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 65,
          "maintenance": 24,
          "payments": 25,
          "reliability": 69,
          "schema": 76,
          "security": 46,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "The cloud browser API has a public OpenAPI 3.1 document, Markdown docs, natural-language page calls with a per-call credit cap, and a status page with no incident in the last 90 days. Credit rates for browser time, proxy traffic and AI calls are not published, and the developer changelog's last entry is dated 3 September 2025.",
        "bestFor": "Agents that need a hosted browser with natural-language page calls, saved logins handed over by a person, and proxies and CAPTCHA solving in one service.",
        "strengths": [
          "OpenAPI 3.1 document with 39 operations, an llms.txt index and a Markdown twin of every docs page",
          "The API key travels as a Bearer header on REST, CDP and Selenium connections, not in the URL",
          "Every AI call returns `meta.usage.credits` and accepts `costThresholdCredits` and `timeThresholdSeconds` to cap spend and time",
          "status.airtop.ai shows no incident between 10 July and 8 October 2026, only 30 minutes of scheduled maintenance on 18 August",
          "A person can log in through an embedded Live View, and the saved profile keeps the agent signed in without it seeing the password"
        ],
        "weaknesses": [
          "No published rate for what a browser minute, a GB of proxy traffic or an AI call costs in credits",
          "The developer changelog's last entry is 3 September 2025, and the stable Python SDK dates from 23 April 2025",
          "No request rate limits, 429 handling or idempotency keys found in the reviewed documentation",
          "No scoped or read-only API keys documented, and no guidance on prompt injection from page content",
          "No security.txt, bug bounty, public DPA or subprocessor list found. The SOC 2 report is on request"
        ],
        "agentNotes": [
          "Terminate every session with `DELETE /v1/sessions/{id}`. Sessions bill in 30-second increments and idle ones last 10 minutes by default",
          "Set `costThresholdCredits` on AI calls and read `meta.usage.credits` afterwards. Credit rates are not published, so measure them",
          "Use `page-query` with `configuration.outputSchema` for structured output. `prompt-content` and `summarize-content` are deprecated",
          "When calling REST without the SDK, poll session status until `running` before creating a window. Only the SDK waits for you",
          "Airtop's integrated proxy cannot reach LinkedIn, ticketing sites and some banks and streaming services. Bring a custom proxy for those"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.6",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 55.3
          }
        ],
        "editorialScores": {
          "ergonomics": 65,
          "maintenance": 24,
          "payments": 25,
          "reliability": 69,
          "schema": 76,
          "security": 46,
          "transparency": 42
        },
        "provenanceScore": 80,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-08",
            "maintenance": "2026-10-08",
            "payments": "2026-10-08",
            "reliability": "2026-10-08",
            "schema": "2026-10-08",
            "security": "2026-10-08",
            "transparency": "2026-10-08"
          },
          "last": "2026-10-08",
          "oldest": "2026-10-08",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npm i -s @airtop/sdk",
        "http": "curl -X POST https://api.airtop.ai/api/v1/sessions -H \"Authorization: Bearer YOUR_AIRTOP_API_KEY\" -H \"Content-Type: application/json\" -d '{}'"
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/airtop"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Starter plan",
          "unit": "month",
          "usd": 29,
          "note": "30,000 credits, larger credit options cost more"
        },
        {
          "item": "Professional plan",
          "unit": "month",
          "usd": 189,
          "note": "225,000 credits, 30 simultaneous sessions"
        },
        {
          "item": "Enterprise plan",
          "unit": "month",
          "usd": 558,
          "note": "775,000 credits, 100 simultaneous sessions"
        }
      ],
      "provenance": {
        "legalEntity": "Switchboard Visual Technologies, Inc. (dba Airtop)",
        "domain": "airtop.ai",
        "domainRegistered": "2024-07-08",
        "endpointOnVendorDomain": true,
        "terms": "https://www.airtop.ai/tos",
        "privacy": "https://www.airtop.ai/privacy",
        "statusPage": "https://status.airtop.ai",
        "changelog": "https://docs.airtop.ai/changelog",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The Terms of Use (effective 28 July 2025) are a contract with Switchboard Visual Technologies, Inc dba Airtop, 3277 S. White Rd., PMB 14328, San Jose, CA 95148, under California law. They cover the website, products, services and applications, and no separate API or service agreement was found.",
          "The privacy policy was updated on 2 September 2025 and says the services are hosted in the United States.",
          "The API answers at api.airtop.ai, Live View at live.airtop.ai and the portal at portal.airtop.ai.",
          "www.airtop.ai/.well-known/security.txt and docs.airtop.ai/.well-known/security.txt both return 404.",
          "RDAP for airtop.ai gives a registration date of 2024-07-08.",
          "The status page runs on Instatus with one component, App. The trust centre at trust.airtop.ai is a Vanta page that needs JavaScript and was not read.",
          "There are two changelogs. docs.airtop.ai/changelog covers the browser API and ends on 3 September 2025. www.airtop.ai/help/changelog covers Agent Builder and has one entry, 5 August 2026."
        ],
        "score": 80
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/airtop.json",
      "live": {
        "slug": "airtop",
        "probe": {
          "target": "https://api.airtop.ai/api",
          "method": "get",
          "lastAt": "2026-10-25T20:42:18.848314945Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 314,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 99.95,
          "p50ms24h": 298,
          "p95ms24h": 428,
          "samples24h": 252,
          "samples30d": 4301,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 70,
              "ok": 70
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-16",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-18",
              "probes": 256,
              "ok": 256
            },
            {
              "date": "2026-10-19",
              "probes": 255,
              "ok": 255
            },
            {
              "date": "2026-10-20",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-21",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-22",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-23",
              "probes": 248,
              "ok": 246
            },
            {
              "date": "2026-10-24",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-25",
              "probes": 217,
              "ok": 217
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.airtop.ai",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-25T15:39:18.57080144Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "airtop-ai/airtop-node-sdk",
            "version": "0.1.47",
            "released": "2025-11-06",
            "seenAt": "2026-10-25T08:33:19.24720877Z"
          },
          {
            "registry": "npm",
            "name": "@airtop/sdk",
            "version": "0.1.47",
            "seenAt": "2026-10-25T08:33:18.260861763Z"
          },
          {
            "registry": "pypi",
            "name": "airtop",
            "version": "0.0.49",
            "released": "2025-04-23",
            "seenAt": "2026-10-25T08:33:19.062429607Z"
          }
        ],
        "githubStars": 16,
        "npmWeekly": 6870,
        "pypiWeekly": 120,
        "securityTxt": {
          "url": "https://airtop.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-25T15:27:36.607186069Z"
        },
        "llmsTxt": {
          "url": "https://docs.airtop.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-25T14:50:52.776839333Z"
        },
        "domain": {
          "domain": "airtop.ai",
          "registered": "2024-07-08",
          "source": "https://rdap.identitydigital.services/rdap/domain/airtop.ai",
          "checkedAt": "2026-10-25T13:54:13.138707011Z"
        },
        "pages": [
          {
            "url": "https://docs.airtop.ai/changelog",
            "kind": "changelog",
            "status": 304,
            "checkedAt": "2026-10-25T02:44:10.285564454Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "c3630d9e2345"
          },
          {
            "url": "https://www.airtop.ai/pricing",
            "kind": "pricing",
            "status": 304,
            "checkedAt": "2026-10-25T02:58:10.00465324Z",
            "changedAt": "2026-10-22T01:28:54.572344766Z",
            "fingerprint": "bd2b125b2ed7"
          },
          {
            "url": "https://www.airtop.ai/privacy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-25T02:58:12.169526109Z",
            "changedAt": "2026-10-22T01:28:56.851060748Z",
            "fingerprint": "4e7138f8e791"
          },
          {
            "url": "https://www.airtop.ai/tos",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-25T02:58:14.183154685Z",
            "changedAt": "2026-10-22T01:28:59.13611086Z",
            "fingerprint": "035a9bd75fd4"
          }
        ],
        "github": {
          "repo": "airtop-ai/airtop-node-sdk",
          "checkedAt": "2026-10-19T05:51:46.043821771Z",
          "stars": 16,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2025-11-06T19:16:30Z",
          "openIssues": 1,
          "openPRs": 6,
          "issuesOpened90d": 0,
          "issuesClosed90d": 0,
          "prsMerged90d": 0,
          "ci": {
            "branch": "master",
            "runs": 4,
            "success": 4,
            "failure": 0,
            "other": 0,
            "latest": "success",
            "latestAt": "2025-11-06T19:17:00Z"
          },
          "replies": {
            "sampled": 2,
            "unanswered": 0,
            "medianDays": 0.9
          }
        },
        "updatedAt": "2026-10-25T20:42:18.848314945Z"
      }
    },
    "answer": "Airtop scores 55.3 (C) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 4 of 7 scored categories. Functionize MCP server leads on security \u0026 auth, payments \u0026 pricing and maintenance \u0026 community.",
    "b": {
      "slug": "functionize-mcp",
      "name": "Functionize MCP server",
      "vendor": "Functionize, Inc.",
      "vendorUrl": "https://www.functionize.com",
      "kind": "mcp",
      "category": "browser",
      "summary": "The Functionize MCP server is a hosted remote server from Functionize, Inc. that lets coding agents such as Claude Code, Cursor and GitHub Copilot build, run and diagnose browser tests of a live web app in Functionize Studio.",
      "url": "https://www.anchorterminal.com/tools/functionize-mcp",
      "markdownUrl": "https://www.anchorterminal.com/tools/functionize-mcp.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/functionize-mcp.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/functionize-mcp.json",
      "repo": "https://github.com/FunctionizeInc/functionize-mcp-plugin",
      "license": "Proprietary hosted service under Functionize's Terms of Service (version 2.0, effective 10 July 2026). The Claude Code plugin and its two skills are MIT-licensed; the server's source isn't public",
      "transports": [
        "streamable-http"
      ],
      "remoteUrl": "https://mcp.functionize.com/mcp",
      "packages": [],
      "auth": "oauth",
      "authNotes": "OAuth only, with no API key. The client opens a browser sign-in with the person's Functionize account. The authorisation server metadata gives the authorisation code grant with PKCE S256, refresh tokens, dynamic client registration, client ID metadata documents, public clients only and a revocation endpoint. The protected resource lists the scopes `agent.sessions:read`, `agent.sessions:write` and `offline_access`. The connection works in the account's default team, or the team named in an `X-Functionize-Team-Id` header, checked on every request (403 if not a member). Per SETUP.md it can read, continue or cancel any session in that team, including colleagues' (https://mcp.functionize.com/.well-known/oauth-authorization-server, https://github.com/FunctionizeInc/functionize-mcp-plugin/blob/main/SETUP.md, checked 2026-10-24).",
      "pricing": "freemium",
      "pricingNotes": "Studio's Free plan is $0 with no card and no time limit, with 800,000 credits a month on the plan card (the FAQ on the same page says 400,000) and 5 parallel runs. Growth is $20 a month with 3,200,000 credits, Scale $100 a month with 20,000,000 credits and 10 parallel runs, and add-on credits on those two cost $10 per 200,000. Enterprise is custom, with invoice billing and a 12-month minimum. Agent work (creating, running, diagnosing tests) uses credits at a cost that varies by task and isn't published; editing, reports and settings use none. Credits aren't refunded and monthly credits don't roll over. The pricing page has no MCP row; the launch release says the server is available to Studio customers and trial users (https://www.functionize.com/pricing, https://www.functionize.com/usage-limits, checked 2026-10-24).",
      "priceSummary": "$20 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 on the MCP page, pricing page, usage-limits page, terms or the plugin repository. Unauthenticated MCP calls answer 401 with an OAuth resource-metadata pointer, not a payment request (checked 2026-10-24).",
        "endpoints": []
      },
      "toolCount": 10,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-24"
      },
      "docsUrl": "https://github.com/FunctionizeInc/functionize-mcp-plugin/blob/main/SETUP.md",
      "llmsTxt": "https://www.functionize.com/llms.txt",
      "capabilities": [
        "browser.control",
        "browser.hosted",
        "browser.debug"
      ],
      "tags": [
        "official",
        "hosted",
        "mcp",
        "closed-source",
        "oauth",
        "freemium",
        "no-card",
        "free-tier",
        "status-page",
        "coding-agent",
        "new"
      ],
      "lastRelease": "2026-10-08",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 44.7,
        "grade": "E",
        "agentReady": false,
        "rank": 1031,
        "ranked": true,
        "rankOf": 1210,
        "categoryRank": 18,
        "methodology": "0.6",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 43,
          "maintenance": 49,
          "payments": 30,
          "reliability": 50,
          "schema": 29,
          "security": 56,
          "transparency": 59
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "low",
          "date": "2026-10-24"
        },
        "negative": 0,
        "verdict": "The server passes a coding agent's test requests to Functionize Studio's testing agent, which tests a live web app in cloud browsers and reports the failing step. It uses OAuth with read and write scopes and has a no-card free plan. Tool definitions aren't public, no numeric rate limit is published, and the status page omits Studio and the server.",
        "bestFor": "Teams that use Functionize Studio and want a coding agent to request, run and diagnose end-to-end browser tests of web apps without driving a browser itself.",
        "strengths": [
          "OAuth only, with PKCE, dynamic client registration, a revocation endpoint and separate `agent.sessions:read` and `agent.sessions:write` scopes; no API key to leak",
          "A free Studio plan with no card and no time limit, and paid plans from $20 a month published without a login",
          "Ten tools by the README's count, with the long guidance kept in optional Claude Code skills",
          "Failed runs come back with the first failing step, screenshots and logs, and Studio says whether a failure looks like a regression or a page change",
          "SETUP.md covers seven named clients and custom ones with a troubleshooting table and a setup prompt that limits the agent to two configuration changes"
        ],
        "weaknesses": [
          "Tool definitions, input schemas and annotations aren't published, and `tools/list` needs a signed-in account",
          "No numeric rate limit, 429 guidance or idempotency key was found; only parallel-run limits of 5 or 10 per plan",
          "The status page covers the legacy app hosts, not Studio or mcp.functionize.com",
          "The connection's reach is the whole team, so it can read, continue or cancel colleagues' sessions",
          "Credits per task aren't published, and the Free plan's monthly credits are given as 800,000 and 400,000 on the same page"
        ],
        "agentNotes": [
          "Have the person complete the browser sign-in, which an agent can't do, then check the connection with `list_agent_teams`",
          "Pass the project ID, environment and test ID in `start_agent_session`, and continue a waiting session with `send_agent_message` rather than starting another",
          "Report a created test as done only after a green run, not on a test ID or a green generation",
          "After a dropped connection, list the project's recent tests before creating a test again, since a submitted create finishes on the server",
          "Send the `X-Functionize-Team-Id` header to pin a team, and keep credentials in masked Studio variables, never in prompts"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 2.8,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "low",
            "grade": "E",
            "methodology": "0.6",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 44.7
          }
        ],
        "editorialScores": {
          "ergonomics": 43,
          "maintenance": 49,
          "payments": 30,
          "reliability": 50,
          "schema": 29,
          "security": 56,
          "transparency": 38
        },
        "provenanceScore": 80,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-24",
            "maintenance": "2026-10-24",
            "payments": "2026-10-24",
            "reliability": "2026-10-24",
            "schema": "2026-10-24",
            "security": "2026-10-24",
            "transparency": "2026-10-24"
          },
          "last": "2026-10-24",
          "oldest": "2026-10-24",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "claude plugin marketplace add FunctionizeInc/functionize-mcp-plugin \u0026\u0026 claude plugin install functionize-mcp@functionize-mcp-plugin",
        "claudeCode": "claude mcp add --transport http functionize https://mcp.functionize.com/mcp",
        "config": {
          "mcpServers": {
            "functionize": {
              "url": "https://mcp.functionize.com/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/functionize-mcp"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Studio Growth plan",
          "unit": "month",
          "usd": 20,
          "note": "3,200,000 credits a month, 5 parallel runs, shared team credit pool"
        },
        {
          "item": "Studio Scale plan",
          "unit": "month",
          "usd": 100,
          "note": "20,000,000 credits a month, 10 parallel runs"
        },
        {
          "item": "Add-on credits, Growth and Scale",
          "unit": "credit",
          "usd": 0.00005,
          "note": "$10 per 200,000 credits; credits per task not published; no refunds or roll-over"
        }
      ],
      "provenance": {
        "legalEntity": "Functionize, Inc.",
        "domain": "functionize.com",
        "domainRegistered": "2015-03-19",
        "endpointOnVendorDomain": true,
        "terms": "https://resources.functionize.com/hubfs/Functionize-ToS.pdf",
        "privacy": "https://www.functionize.com/privacy-policy",
        "statusPage": "https://status.functionize.com/",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-24",
        "notes": [
          "The Terms of Service name Functionize, Inc. and California law, version 2.0, effective 10 July 2026. A 2022 version is still linked in the footer.",
          "The privacy policy is effective 10 July 2026 and supersedes a version of 12 May 2026.",
          "/.well-known/security.txt answered 404 on www.functionize.com and mcp.functionize.com. The terms give security@functionize.com for credential incidents. trust.functionize.com is behind a Cloudflare Access login and wasn't read.",
          "No changelog was found (/changelog and /release-notes answer 404). Release posts are on the blog.",
          "The status page is incident.io's, with a Statuspage-compatible incidents feed. Its components are the legacy app hosts, not Studio or the MCP server.",
          "RDAP gives a registration date of 19 March 2015 for functionize.com."
        ],
        "score": 80
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/functionize-mcp.json",
      "live": {
        "slug": "functionize-mcp",
        "probe": {
          "target": "https://mcp.functionize.com/mcp",
          "method": "mcp-initialize",
          "lastAt": "2026-10-25T20:42:30.436014003Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 228,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 243,
          "p95ms24h": 424,
          "samples24h": 69,
          "samples30d": 69,
          "days": [
            {
              "date": "2026-10-25",
              "probes": 69,
              "ok": 69
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.functionize.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-25T20:47:50.346599732Z"
        },
        "securityTxt": {
          "url": "https://functionize.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-25T15:28:58.462273328Z"
        },
        "llmsTxt": {
          "url": "https://www.functionize.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-25T14:52:06.571957061Z"
        },
        "updatedAt": "2026-10-25T20:47:50.346599732Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "MCP server",
        "name": "Kind"
      },
      {
        "a": "Switchboard Visual Technologies, Inc. (dba Airtop)",
        "b": "Functionize, Inc.",
        "name": "Vendor"
      },
      {
        "a": "https://api.airtop.ai/api",
        "b": "https://mcp.functionize.com/mcp",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "Streamable HTTP",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "OAuth",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary cloud service under Airtop's terms of use. The Node and Python SDKs are MIT per npm and PyPI",
        "b": "Proprietary hosted service under Functionize's Terms of Service (version 2.0, effective 10 July 2026). The Claude Code plugin and its two skills are MIT-licensed; the server's source isn't public",
        "name": "Licence"
      },
      {
        "a": "none",
        "b": "10",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-07-01",
        "b": "2026-10-08",
        "name": "Last release"
      },
      {
        "a": "2025-07-29",
        "b": "",
        "name": "Terms last updated"
      },
      {
        "a": "2025-09-02",
        "b": "",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "16 stars, 16k npm/wk, 246 PyPI/wk",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "2.8/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Airtop scores 55.3 (C) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 4 of 7 scored categories. Functionize MCP server leads on security \u0026 auth, payments \u0026 pricing and maintenance \u0026 community.",
        "question": "Which is better for AI agents, Airtop or Functionize MCP server?"
      },
      {
        "answer": "Airtop needs an API key. Functionize MCP server uses an OAuth sign-in.",
        "question": "Do Airtop and Functionize MCP server need an API key?"
      },
      {
        "answer": "Yes. Airtop has a hosted endpoint at https://api.airtop.ai/api and Functionize MCP server at https://mcp.functionize.com/mcp.",
        "question": "Can an agent call Airtop and Functionize MCP server without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 69 against 50",
          "Schema \u0026 documentation, 76 against 29",
          "Agent ergonomics, 65 against 43"
        ],
        "also": null,
        "goodFor": "Agents that need a hosted browser with natural-language page calls, saved logins handed over by a person, and proxies and CAPTCHA solving in one service.",
        "slug": "airtop",
        "watchFor": "No published rate for what a browser minute, a GB of proxy traffic or an AI call costs in credits"
      },
      {
        "aheadOn": [
          "Security \u0026 auth, 56 against 46",
          "Payments \u0026 pricing, 30 against 25",
          "Maintenance \u0026 community, 49 against 24"
        ],
        "also": [
          "Free to start without a card"
        ],
        "goodFor": "Teams that use Functionize Studio and want a coding agent to request, run and diagnose end-to-end browser tests of web apps without driving a browser itself.",
        "slug": "functionize-mcp",
        "watchFor": "Tool definitions, input schemas and annotations aren't published, and `tools/list` needs a signed-in account"
      }
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        "json": "https://www.anchorterminal.com/compare/airtop-vs-browser-use.json",
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      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-browserbase.json",
        "title": "Airtop vs Browserbase",
        "url": "https://www.anchorterminal.com/compare/airtop-vs-browserbase"
      },
      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-browserless.json",
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        "url": "https://www.anchorterminal.com/compare/airtop-vs-browserless"
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      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-chrome-devtools-mcp.json",
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        "url": "https://www.anchorterminal.com/compare/airtop-vs-chrome-devtools-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-hyperbrowser.json",
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        "json": "https://www.anchorterminal.com/compare/airtop-vs-notte.json",
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        "url": "https://www.anchorterminal.com/compare/airtop-vs-notte"
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      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-playwright-mcp.json",
        "title": "Airtop vs Playwright MCP",
        "url": "https://www.anchorterminal.com/compare/airtop-vs-playwright-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-pomerado.json",
        "title": "Airtop vs Pomerado",
        "url": "https://www.anchorterminal.com/compare/airtop-vs-pomerado"
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      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-puppeteer.json",
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        "url": "https://www.anchorterminal.com/compare/airtop-vs-puppeteer"
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        "json": "https://www.anchorterminal.com/compare/airtop-vs-tinyfish.json",
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        "url": "https://www.anchorterminal.com/compare/airtop-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/anchor-browser-vs-functionize-mcp.json",
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        "url": "https://www.anchorterminal.com/compare/anchor-browser-vs-functionize-mcp"
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      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-functionize-mcp.json",
        "title": "Browser Use vs Functionize MCP server",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-functionize-mcp"
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      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-functionize-mcp.json",
        "title": "Browserless vs Functionize MCP server",
        "url": "https://www.anchorterminal.com/compare/browserless-vs-functionize-mcp"
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      {
        "json": "https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-functionize-mcp.json",
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        "json": "https://www.anchorterminal.com/compare/functionize-mcp-vs-hyperbrowser.json",
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      {
        "json": "https://www.anchorterminal.com/compare/functionize-mcp-vs-pomerado.json",
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        "url": "https://www.anchorterminal.com/compare/functionize-mcp-vs-pomerado"
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        "title": "Browserbase vs Functionize MCP server",
        "url": "https://www.anchorterminal.com/compare/browserbase-vs-functionize-mcp"
      }
    ],
    "scores": [
      {
        "airtop": 69,
        "by": 19,
        "edge": "airtop",
        "functionize-mcp": 50,
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "airtop": 76,
        "by": 47,
        "edge": "airtop",
        "functionize-mcp": 29,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "airtop": 65,
        "by": 22,
        "edge": "airtop",
        "functionize-mcp": 43,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "airtop": 46,
        "by": 10,
        "edge": "functionize-mcp",
        "functionize-mcp": 56,
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "airtop": 25,
        "by": 5,
        "edge": "functionize-mcp",
        "functionize-mcp": 30,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "airtop": 24,
        "by": 25,
        "edge": "functionize-mcp",
        "functionize-mcp": 49,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "airtop": 61,
        "by": 2,
        "edge": "airtop",
        "functionize-mcp": 59,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Airtop scores 55.3 (C) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 4 of 7 scored categories. Functionize MCP server leads on security \u0026 auth, payments \u0026 pricing and maintenance \u0026 community. Both do browser automation.",
    "tutorials": [],
    "verdicts": {
      "airtop": "The cloud browser API has a public OpenAPI 3.1 document, Markdown docs, natural-language page calls with a per-call credit cap, and a status page with no incident in the last 90 days. Credit rates for browser time, proxy traffic and AI calls are not published, and the developer changelog's last entry is dated 3 September 2025.",
      "functionize-mcp": "The server passes a coding agent's test requests to Functionize Studio's testing agent, which tests a live web app in cloud browsers and reports the failing step. It uses OAuth with read and write scopes and has a no-card free plan. Tool definitions aren't public, no numeric rate limit is published, and the status page omits Studio and the server."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/airtop-vs-functionize-mcp",
    "json": "https://www.anchorterminal.com/compare/airtop-vs-functionize-mcp.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/airtop-vs-functionize-mcp.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/airtop-vs-functionize-mcp.min.md"
  },
  "markdown": "Airtop scores 55.3 (C) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 4 of 7 scored categories. Functionize MCP server leads on security \u0026 auth, payments \u0026 pricing and maintenance \u0026 community. Both do browser automation.\n\n- Airtop: grade C, 55.3/100, rank #762 of 1210. Markdown https://www.anchorterminal.com/tools/airtop.md · JSON https://www.anchorterminal.com/api/v1/tools/airtop.json\n- Functionize MCP server: grade E, 44.7/100, rank #1031 of 1210. Markdown https://www.anchorterminal.com/tools/functionize-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/functionize-mcp.json\n- Best browser automation tools for AI agents: https://www.anchorterminal.com/best/browser/index.md\n- All 153 browser comparisons: https://www.anchorterminal.com/compare/browser/index.md\n\n## Which one, for what\n\n### Airtop (C)\n\nGood for: Agents that need a hosted browser with natural-language page calls, saved logins handed over by a person, and proxies and CAPTCHA solving in one service.\n\nAhead on:\n- Reliability, 69 against 50\n- Schema \u0026 documentation, 76 against 29\n- Agent ergonomics, 65 against 43\n\nWatch for: No published rate for what a browser minute, a GB of proxy traffic or an AI call costs in credits\n\n### Functionize MCP server (E)\n\nGood for: Teams that use Functionize Studio and want a coding agent to request, run and diagnose end-to-end browser tests of web apps without driving a browser itself.\n\nAhead on:\n- Security \u0026 auth, 56 against 46\n- Payments \u0026 pricing, 30 against 25\n- Maintenance \u0026 community, 49 against 24\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: Tool definitions, input schemas and annotations aren't published, and `tools/list` needs a signed-in account\n\n\n## Score by category\n\n| Category | Weight | Airtop | Functionize MCP server | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 69 | 50 | Airtop +19 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 76 | 29 | Airtop +47 |\n| Agent ergonomics | 13% (16.2 this run) | 65 | 43 | Airtop +22 |\n| Security \u0026 auth | 14% (17.5 this run) | 46 | 56 | Functionize MCP server +10 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 25 | 30 | Functionize MCP server +5 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 24 | 49 | Functionize MCP server +25 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 61 | 59 | Airtop +2 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **55.3 · C** | **44.7 · E** | |\n\n## Facts side by side\n\n| Fact | Airtop | Functionize MCP server |\n| --- | --- | --- |\n| Kind | HTTP API | MCP server |\n| Vendor | Switchboard Visual Technologies, Inc. (dba Airtop) | Functionize, Inc. |\n| Hosted endpoint | `https://api.airtop.ai/api` | `https://mcp.functionize.com/mcp` |\n| Transports | HTTP | Streamable HTTP |\n| Auth | API key | OAuth |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | Proprietary cloud service under Airtop's terms of use. The Node and Python SDKs are MIT per npm and PyPI | Proprietary hosted service under Functionize's Terms of Service (version 2.0, effective 10 July 2026). The Claude Code plugin and its two skills are MIT-licensed; the server's source isn't public |\n| Tools exposed | none | 10 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-07-01 | 2026-10-08 |\n| Terms last updated | 2025-07-29 |  |\n| Privacy policy last updated | 2025-09-02 |  |\n| Customer content may train models | not found in the text |  |\n| Terms restrict automated access | not found in the text |  |\n| Terms restrict benchmarking | not found in the text |  |\n| Terms or service can change without notice | not found in the text |  |\n| Arbitration or class-action waiver | yes |  |\n| Popularity | 16 stars, 16k npm/wk, 246 PyPI/wk | none |\n| Agent reviews | none | 2.8/5 (4) |\n\n## Verdicts\n\n**Airtop.** The cloud browser API has a public OpenAPI 3.1 document, Markdown docs, natural-language page calls with a per-call credit cap, and a status page with no incident in the last 90 days. Credit rates for browser time, proxy traffic and AI calls are not published, and the developer changelog's last entry is dated 3 September 2025.\n\n**Functionize MCP server.** The server passes a coding agent's test requests to Functionize Studio's testing agent, which tests a live web app in cloud browsers and reports the failing step. It uses OAuth with read and write scopes and has a no-card free plan. Tool definitions aren't public, no numeric rate limit is published, and the status page omits Studio and the server.\n\n## Before you call either\n\n### Airtop\n\n1. Terminate every session with `DELETE /v1/sessions/{id}`. Sessions bill in 30-second increments and idle ones last 10 minutes by default\n2. Set `costThresholdCredits` on AI calls and read `meta.usage.credits` afterwards. Credit rates are not published, so measure them\n3. Use `page-query` with `configuration.outputSchema` for structured output. `prompt-content` and `summarize-content` are deprecated\n4. When calling REST without the SDK, poll session status until `running` before creating a window. Only the SDK waits for you\n5. Airtop's integrated proxy cannot reach LinkedIn, ticketing sites and some banks and streaming services. Bring a custom proxy for those\n\n### Functionize MCP server\n\n1. Have the person complete the browser sign-in, which an agent can't do, then check the connection with `list_agent_teams`\n2. Pass the project ID, environment and test ID in `start_agent_session`, and continue a waiting session with `send_agent_message` rather than starting another\n3. Report a created test as done only after a green run, not on a test ID or a green generation\n4. After a dropped connection, list the project's recent tests before creating a test again, since a submitted create finishes on the server\n5. Send the `X-Functionize-Team-Id` header to pin a team, and keep credentials in masked Studio variables, never in prompts\n\n## Questions\n\n### Which is better for AI agents, Airtop or Functionize MCP server?\n\nAirtop scores 55.3 (C) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 4 of 7 scored categories. Functionize MCP server leads on security \u0026 auth, payments \u0026 pricing and maintenance \u0026 community.\n\n### Do Airtop and Functionize MCP server need an API key?\n\nAirtop needs an API key. Functionize MCP server uses an OAuth sign-in.\n\n### Can an agent call Airtop and Functionize MCP server without installing anything?\n\nYes. Airtop has a hosted endpoint at https://api.airtop.ai/api and Functionize MCP server at https://mcp.functionize.com/mcp.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/airtop-vs-functionize-mcp.json, and with the fewest tokens: https://www.anchorterminal.com/compare/airtop-vs-functionize-mcp.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"airtop\", \"b\": \"functionize-mcp\"}`. From a terminal: `anchor compare airtop functionize-mcp`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/airtop.json and https://www.anchorterminal.com/api/v1/tools/functionize-mcp.json\n\n## Other comparisons with Airtop or Functionize MCP server\n\n- [agent-browser vs Airtop](https://www.anchorterminal.com/compare/agent-browser-vs-airtop.md)\n- [agent-browser vs Functionize MCP server](https://www.anchorterminal.com/compare/agent-browser-vs-functionize-mcp.md)\n- [Airtop vs Anchor Browser](https://www.anchorterminal.com/compare/airtop-vs-anchor-browser.md)\n- [Airtop vs Browser Use](https://www.anchorterminal.com/compare/airtop-vs-browser-use.md)\n- [Airtop vs Browserbase](https://www.anchorterminal.com/compare/airtop-vs-browserbase.md)\n- [Airtop vs Browserless](https://www.anchorterminal.com/compare/airtop-vs-browserless.md)\n- [Airtop vs Chrome DevTools MCP](https://www.anchorterminal.com/compare/airtop-vs-chrome-devtools-mcp.md)\n- [Airtop vs Hyperbrowser](https://www.anchorterminal.com/compare/airtop-vs-hyperbrowser.md)\n- [Airtop vs Notte](https://www.anchorterminal.com/compare/airtop-vs-notte.md)\n- [Airtop vs Playwright MCP](https://www.anchorterminal.com/compare/airtop-vs-playwright-mcp.md)\n- [Airtop vs Pomerado](https://www.anchorterminal.com/compare/airtop-vs-pomerado.md)\n- [Airtop vs Puppeteer](https://www.anchorterminal.com/compare/airtop-vs-puppeteer.md)\n- [Airtop vs Puppeteer (archived MCP reference server)](https://www.anchorterminal.com/compare/airtop-vs-puppeteer-reference-server-archived.md)\n- [Airtop vs Selenium](https://www.anchorterminal.com/compare/airtop-vs-selenium.md)\n- [Airtop vs Skyvern](https://www.anchorterminal.com/compare/airtop-vs-skyvern.md)\n- [Airtop vs Steel](https://www.anchorterminal.com/compare/airtop-vs-steel.md)\n- [Airtop vs TinyFish](https://www.anchorterminal.com/compare/airtop-vs-tinyfish.md)\n- [Anchor Browser vs Functionize MCP server](https://www.anchorterminal.com/compare/anchor-browser-vs-functionize-mcp.md)\n- [Browser Use vs Functionize MCP server](https://www.anchorterminal.com/compare/browser-use-vs-functionize-mcp.md)\n- [Browserless vs Functionize MCP server](https://www.anchorterminal.com/compare/browserless-vs-functionize-mcp.md)\n- [Chrome DevTools MCP vs Functionize MCP server](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-functionize-mcp.md)\n- [Functionize MCP server vs Hyperbrowser](https://www.anchorterminal.com/compare/functionize-mcp-vs-hyperbrowser.md)\n- [Functionize MCP server vs Notte](https://www.anchorterminal.com/compare/functionize-mcp-vs-notte.md)\n- [Functionize MCP server vs Playwright MCP](https://www.anchorterminal.com/compare/functionize-mcp-vs-playwright-mcp.md)\n- [Functionize MCP server vs Pomerado](https://www.anchorterminal.com/compare/functionize-mcp-vs-pomerado.md)\n- [Functionize MCP server vs Puppeteer](https://www.anchorterminal.com/compare/functionize-mcp-vs-puppeteer.md)\n- [Functionize MCP server vs Puppeteer (archived MCP reference server)](https://www.anchorterminal.com/compare/functionize-mcp-vs-puppeteer-reference-server-archived.md)\n- [Functionize MCP server vs Selenium](https://www.anchorterminal.com/compare/functionize-mcp-vs-selenium.md)\n- [Functionize MCP server vs Skyvern](https://www.anchorterminal.com/compare/functionize-mcp-vs-skyvern.md)\n- [Functionize MCP server vs Steel](https://www.anchorterminal.com/compare/functionize-mcp-vs-steel.md)\n- [Functionize MCP server vs TinyFish](https://www.anchorterminal.com/compare/functionize-mcp-vs-tinyfish.md)\n- [Browserbase vs Functionize MCP server](https://www.anchorterminal.com/compare/browserbase-vs-functionize-mcp.md)\n",
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