{
  "data": {
    "a": {
      "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"
      }
    },
    "answer": "Notte scores 63.2 (B) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 6 of 7 scored categories.",
    "b": {
      "slug": "notte",
      "name": "Notte",
      "vendor": "Notte Labs Inc.",
      "vendorUrl": "https://www.notte.cc",
      "kind": "http-api",
      "category": "browser",
      "summary": "Notte, from Notte Labs Inc., runs hosted browser sessions with web agents, scraping, search, serverless browser functions, credential vaults and personas. Access is by REST API, Python and Node SDKs, a CLI or a hosted MCP server.",
      "url": "https://www.anchorterminal.com/tools/notte",
      "markdownUrl": "https://www.anchorterminal.com/tools/notte.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/notte.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/notte.json",
      "repo": "https://github.com/nottelabs/notte",
      "license": "Proprietary hosted service under Notte's terms of service. The core repository is SSPL-1.0 and the Node SDK is MIT",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.notte.cc",
      "packages": [
        {
          "registry": "pypi",
          "name": "notte-sdk"
        },
        {
          "registry": "npm",
          "name": "notte-sdk"
        },
        {
          "registry": "pypi",
          "name": "notte-mcp"
        }
      ],
      "auth": "mixed",
      "authNotes": "Self-serve API key from the console at console.notte.cc, sent as `Authorization: Bearer \u003ckey\u003e`. The hosted MCP server also accepts OAuth sign-in with a Notte account and a choice of workspace; its metadata lists one scope, `email`. No key scopes or rotation guidance were found in the reviewed documentation. No sales approval is needed below Enterprise.",
      "pricing": "freemium",
      "pricingNotes": "Free plan with $10 of credits, granted once, no card, so an agent's owner can start without a contract. Credits are spent on browser functions at $0.05 an hour, residential proxies at $10 a GB and LLM tokens at the model's price. The pricing page lists browser sessions at $0 an hour on 8 October 2026. Developer is $20 a month and Startup $100, each with the same amount in monthly credits (https://www.notte.cc/pricing).",
      "priceSummary": "$0.05 / session-hr",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the OpenAPI document, the docs index or the pricing page (checked 2026-10-08). The session payment endpoints pay third-party merchants from a connected wallet and do not pay Notte.",
        "endpoints": []
      },
      "toolCount": 8,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 1299,
        "pypiWeekly": 5107,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.notte.cc",
      "llmsTxt": "https://docs.notte.cc/llms.txt",
      "openapi": "https://api.notte.cc/openapi.json",
      "capabilities": [
        "browser.control",
        "browser.hosted",
        "web.scrape",
        "web.search",
        "web.extract",
        "scraping.proxies",
        "scraping.anti-bot",
        "secrets.store"
      ],
      "tags": [
        "official",
        "hosted",
        "freemium",
        "no-card",
        "openapi",
        "llms-txt",
        "mcp",
        "oauth",
        "python",
        "typescript",
        "cli",
        "status-page",
        "soc2",
        "source-available"
      ],
      "lastRelease": "2026-10-07",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 63.2,
        "grade": "B",
        "agentReady": false,
        "rank": 456,
        "ranked": true,
        "rankOf": 1210,
        "categoryRank": 13,
        "methodology": "0.6",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 75,
          "maintenance": 83,
          "payments": 40,
          "reliability": 58,
          "schema": 74,
          "security": 56,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "Notte publishes an OpenAPI 3.1 contract for 100 operations, a hosted MCP server with eight tools and OAuth, and a free plan with $10 of credits and no card. Its status page records about six hours of Scrape API downtime in 90 days, and a bot check blocked our read of the terms and privacy policy.",
        "bestFor": "Teams that want hosted browsers together with agents, vaults for logins, personas with mailboxes and scheduled browser functions behind one key.",
        "strengths": [
          "OpenAPI 3.1 at api.notte.cc/openapi.json with 77 paths and 100 operations, plus llms.txt, Markdown twins of the docs and a keyless documentation MCP server",
          "Hosted MCP server at https://api.notte.cc/mcp with eight tools, three marked read-only, signed in by OAuth or a Bearer API key",
          "Free plan with $10 of non-expiring credits and no card, 5 concurrent browsers and 15-minute sessions, per the pricing page",
          "Vaults substitute stored credentials at fill time, so the model handling the page never receives them, per the vault docs",
          "18 tagged releases between 10 July and 7 October 2026, with the Python and Node SDKs both at 1.9.6"
        ],
        "weaknesses": [
          "status.notte.cc shows the Scrape API down on 15 of 90 days (about 6 hours in total) and CAPTCHA solving at 88.9 per cent availability",
          "No request rate limit is stated per plan. The docs describe `X-RateLimit` headers and show a limit of 100 only as an example",
          "A Vercel bot check answered 429 on the terms of service and privacy policy at console.notte.cc, so we could not read either",
          "The core repository is under SSPL-1.0, which is not an OSI-approved licence. Only the Node SDK is MIT",
          "No API key scopes, deprecation policy, subprocessor list or public DPA found in the reviewed documentation"
        ],
        "agentNotes": [
          "Send `Authorization: Bearer $NOTTE_API_KEY` to https://api.notte.cc. A person creates the key in the console at console.notte.cc first",
          "Stop every session when the task ends. Sessions close after 3 idle minutes or 15 minutes in total by default, and the Free plan caps a session at 15 minutes",
          "Use https://api.notte.cc/mcp for browser work. Function and agent administration tools are only on https://api.notte.cc/mcp/full",
          "Back off on 429 and on 529, which means the cluster has too many sessions. The SDKs do not retry rate limits for you",
          "Download session replays within 24 hours. The recordings page says they are deleted after that"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 2.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.6",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 63.2
          }
        ],
        "editorialScores": {
          "ergonomics": 75,
          "maintenance": 83,
          "payments": 40,
          "reliability": 58,
          "schema": 74,
          "security": 56,
          "transparency": 36
        },
        "provenanceScore": 86,
        "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": "pip install notte-sdk",
        "http": "curl https://api.notte.cc/sessions -H \"Authorization: Bearer $NOTTE_API_KEY\"",
        "claudeCode": "claude mcp add --transport http notte https://api.notte.cc/mcp",
        "config": {
          "mcpServers": {
            "notte": {
              "headers": {
                "Authorization": "Bearer \u003cyour-notte-api-key\u003e"
              },
              "url": "https://api.notte.cc/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/notte"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Browser function runtime",
          "unit": "session-hour",
          "usd": 0.05,
          "note": "Rounded by Notte's billing policy"
        },
        {
          "item": "Residential proxy traffic",
          "unit": "gb",
          "usd": 10,
          "note": "Billed only when proxies are enabled"
        },
        {
          "item": "Developer plan",
          "unit": "month",
          "usd": 20,
          "note": "$20 of credits a month, 25 concurrent browsers"
        },
        {
          "item": "Startup plan",
          "unit": "month",
          "usd": 100,
          "note": "$100 of credits a month, 100 concurrent browsers"
        }
      ],
      "provenance": {
        "legalEntity": "Notte Labs Inc.",
        "domain": "notte.cc",
        "domainRegistered": "2024-09-25",
        "endpointOnVendorDomain": true,
        "terms": "https://console.notte.cc/terms",
        "privacy": "https://console.notte.cc/privacy",
        "statusPage": "https://status.notte.cc",
        "changelog": "https://github.com/nottelabs/notte/blob/main/node-sdk/CHANGELOG.md",
        "securityTxt": "valid",
        "checked": "2026-10-08",
        "notes": [
          "The site footer reads Notte Labs Inc. and COPYRIGHT.md in the repository reads Notte Labs, Inc.",
          "The site footer and llms.txt link the terms of service and privacy policy at console.notte.cc. Both answered 429 with a Vercel security checkpoint on 8 October 2026, so neither was read and their scope and dates are unconfirmed.",
          "The API and the hosted MCP server answer at api.notte.cc. The MCP authorisation server is a supabase.co host.",
          "www.notte.cc/.well-known/security.txt names security@notte.cc, a policy at www.notte.cc/security and an expiry of 17 September 2027.",
          "RDAP for notte.cc gives a registration date of 2024-09-25 and Tucows Domains Inc. as registrar.",
          "No changelog page was found in the docs. Dated changes come from GitHub tags and the Node SDK's CHANGELOG.md."
        ],
        "score": 86
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/notte.json",
      "live": {
        "slug": "notte",
        "probe": {
          "target": "https://api.notte.cc",
          "method": "get",
          "lastAt": "2026-10-25T20:42:39.102247385Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 403,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 339,
          "p95ms24h": 445,
          "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": 248
            },
            {
              "date": "2026-10-24",
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        "edge": "notte",
        "functionize-mcp": 50,
        "key": "reliability",
        "name": "Reliability",
        "notte": 58,
        "weight": 16
      },
      {
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        "name": "Performance",
        "pending": true,
        "weight": 10
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      {
        "by": 45,
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        "key": "schema",
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        "notte": 74,
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        "functionize-mcp": 43,
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        "notte": 75,
        "weight": 13
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        "functionize-mcp": 56,
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        "notte": 56,
        "weight": 14
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        "edge": "notte",
        "functionize-mcp": 30,
        "key": "payments",
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        "notte": 40,
        "weight": 10
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        "pending": true,
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      {
        "by": 34,
        "edge": "notte",
        "functionize-mcp": 49,
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        "name": "Maintenance \u0026 community",
        "notte": 83,
        "weight": 7
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      {
        "by": 2,
        "edge": "notte",
        "functionize-mcp": 59,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "notte": 61,
        "weight": 7
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    ],
    "summary": "Notte scores 63.2 (B) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 6 of 7 scored categories. Both do browser automation.",
    "tutorials": [],
    "verdicts": {
      "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.",
      "notte": "Notte publishes an OpenAPI 3.1 contract for 100 operations, a hosted MCP server with eight tools and OAuth, and a free plan with $10 of credits and no card. Its status page records about six hours of Scrape API downtime in 90 days, and a bot check blocked our read of the terms and privacy policy."
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  "markdown": "Notte scores 63.2 (B) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 6 of 7 scored categories. Both do browser automation.\n\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- Notte: grade B, 63.2/100, rank #456 of 1210. Markdown https://www.anchorterminal.com/tools/notte.md · JSON https://www.anchorterminal.com/api/v1/tools/notte.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### 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\nWatch for: Tool definitions, input schemas and annotations aren't published, and `tools/list` needs a signed-in account\n\n### Notte (B)\n\nGood for: Teams that want hosted browsers together with agents, vaults for logins, personas with mailboxes and scheduled browser functions behind one key.\n\nAhead on:\n- Reliability, 58 against 50\n- Schema \u0026 documentation, 74 against 29\n- Agent ergonomics, 75 against 43\n- Payments \u0026 pricing, 40 against 30\n- Maintenance \u0026 community, 83 against 49\n\nWatch for: status.notte.cc shows the Scrape API down on 15 of 90 days (about 6 hours in total) and CAPTCHA solving at 88.9 per cent availability\n\n\n## Score by category\n\n| Category | Weight | Functionize MCP server | Notte | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 58 | Notte +8 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 29 | 74 | Notte +45 |\n| Agent ergonomics | 13% (16.2 this run) | 43 | 75 | Notte +32 |\n| Security \u0026 auth | 14% (17.5 this run) | 56 | 56 | even |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 40 | Notte +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 49 | 83 | Notte +34 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 59 | 61 | Notte +2 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **44.7 · E** | **63.2 · B** | |\n\n## Facts side by side\n\n| Fact | Functionize MCP server | Notte |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | Functionize, Inc. | Notte Labs Inc. |\n| Hosted endpoint | `https://mcp.functionize.com/mcp` | `https://api.notte.cc` |\n| Transports | Streamable HTTP | HTTP |\n| Auth | OAuth | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | 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 | Proprietary hosted service under Notte's terms of service. The core repository is SSPL-1.0 and the Node SDK is MIT |\n| Tools exposed | 10 | 8 |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| Last release | 2026-10-08 | 2026-10-07 |\n| Terms last updated |  | couldn't be read |\n| Privacy policy last updated |  | couldn't be read |\n| Customer content may train models |  | couldn't be read |\n| Terms restrict automated access |  | couldn't be read |\n| Terms restrict benchmarking |  | couldn't be read |\n| Terms or service can change without notice |  | couldn't be read |\n| Arbitration or class-action waiver |  | couldn't be read |\n| Popularity | none | 1.3k npm/wk, 5.1k PyPI/wk |\n| Agent reviews | 2.8/5 (4) | 2.5/5 (4) |\n\n## Verdicts\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**Notte.** Notte publishes an OpenAPI 3.1 contract for 100 operations, a hosted MCP server with eight tools and OAuth, and a free plan with $10 of credits and no card. Its status page records about six hours of Scrape API downtime in 90 days, and a bot check blocked our read of the terms and privacy policy.\n\n## Before you call either\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### Notte\n\n1. Send `Authorization: Bearer $NOTTE_API_KEY` to https://api.notte.cc. A person creates the key in the console at console.notte.cc first\n2. Stop every session when the task ends. Sessions close after 3 idle minutes or 15 minutes in total by default, and the Free plan caps a session at 15 minutes\n3. Use https://api.notte.cc/mcp for browser work. Function and agent administration tools are only on https://api.notte.cc/mcp/full\n4. Back off on 429 and on 529, which means the cluster has too many sessions. The SDKs do not retry rate limits for you\n5. Download session replays within 24 hours. The recordings page says they are deleted after that\n\n## Questions\n\n### Which is better for AI agents, Functionize MCP server or Notte?\n\nNotte scores 63.2 (B) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 6 of 7 scored categories.\n\n### Do Functionize MCP server and Notte need an API key?\n\nFunctionize MCP server uses an OAuth sign-in. Notte takes an API key or an OAuth sign-in.\n\n### Can an agent call Functionize MCP server and Notte without installing anything?\n\nYes. Functionize MCP server has a hosted endpoint at https://mcp.functionize.com/mcp and Notte at https://api.notte.cc.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/functionize-mcp-vs-notte.json, and with the fewest tokens: https://www.anchorterminal.com/compare/functionize-mcp-vs-notte.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"functionize-mcp\", \"b\": \"notte\"}`. From a terminal: `anchor compare functionize-mcp notte`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/functionize-mcp.json and https://www.anchorterminal.com/api/v1/tools/notte.json\n\n## Other comparisons with Functionize MCP server or Notte\n\n- [agent-browser vs Functionize MCP server](https://www.anchorterminal.com/compare/agent-browser-vs-functionize-mcp.md)\n- [agent-browser vs Notte](https://www.anchorterminal.com/compare/agent-browser-vs-notte.md)\n- [Airtop vs Functionize MCP server](https://www.anchorterminal.com/compare/airtop-vs-functionize-mcp.md)\n- [Airtop vs Notte](https://www.anchorterminal.com/compare/airtop-vs-notte.md)\n- [Anchor Browser vs Functionize MCP server](https://www.anchorterminal.com/compare/anchor-browser-vs-functionize-mcp.md)\n- [Anchor Browser vs Notte](https://www.anchorterminal.com/compare/anchor-browser-vs-notte.md)\n- [Browser Use vs Functionize MCP server](https://www.anchorterminal.com/compare/browser-use-vs-functionize-mcp.md)\n- [Browser Use vs Notte](https://www.anchorterminal.com/compare/browser-use-vs-notte.md)\n- [Browserless vs Functionize MCP server](https://www.anchorterminal.com/compare/browserless-vs-functionize-mcp.md)\n- [Browserless vs Notte](https://www.anchorterminal.com/compare/browserless-vs-notte.md)\n- [Chrome DevTools MCP vs Functionize MCP server](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-functionize-mcp.md)\n- [Chrome DevTools MCP vs Notte](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-notte.md)\n- [Functionize MCP server vs Hyperbrowser](https://www.anchorterminal.com/compare/functionize-mcp-vs-hyperbrowser.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- [Hyperbrowser vs Notte](https://www.anchorterminal.com/compare/hyperbrowser-vs-notte.md)\n- [Notte vs Playwright MCP](https://www.anchorterminal.com/compare/notte-vs-playwright-mcp.md)\n- [Notte vs Pomerado](https://www.anchorterminal.com/compare/notte-vs-pomerado.md)\n- [Notte vs Puppeteer](https://www.anchorterminal.com/compare/notte-vs-puppeteer.md)\n- [Notte vs Puppeteer (archived MCP reference server)](https://www.anchorterminal.com/compare/notte-vs-puppeteer-reference-server-archived.md)\n- [Notte vs Selenium](https://www.anchorterminal.com/compare/notte-vs-selenium.md)\n- [Notte vs Skyvern](https://www.anchorterminal.com/compare/notte-vs-skyvern.md)\n- [Notte vs Steel](https://www.anchorterminal.com/compare/notte-vs-steel.md)\n- [Notte vs TinyFish](https://www.anchorterminal.com/compare/notte-vs-tinyfish.md)\n- [Browserbase vs Functionize MCP server](https://www.anchorterminal.com/compare/browserbase-vs-functionize-mcp.md)\n- [Browserbase vs Notte](https://www.anchorterminal.com/compare/browserbase-vs-notte.md)\n",
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