{
  "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": "Pomerado scores 62.6 (B) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 5 of 7 scored categories. Functionize MCP server leads on reliability and transparency \u0026 trust.",
    "b": {
      "slug": "pomerado",
      "name": "Pomerado",
      "vendor": "Pomerado AI, Inc.",
      "vendorUrl": "https://pomerado.ai",
      "kind": "mcp",
      "category": "browser",
      "summary": "Pomerado builds and hosts deterministic tools that each do one task on one website, such as a flight search or adding to a cart, which agents call through a hosted MCP server or a REST API.",
      "url": "https://www.anchorterminal.com/tools/pomerado",
      "markdownUrl": "https://www.anchorterminal.com/tools/pomerado.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/pomerado.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/pomerado.json",
      "repo": "https://github.com/Pomerado/pomerado",
      "license": "Pomerado Cloud is a proprietary service under Pomerado's terms of service. The minting core in Pomerado/pomerado and the `pomerado` npm package are MIT from version 0.2.0, and versions 0.1.2 and earlier were AGPL-3.0-only",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://mcp.pomerado.ai/mcp",
      "packages": [
        {
          "registry": "npm",
          "name": "pomerado"
        }
      ],
      "auth": "mixed",
      "authNotes": "Public read-only tools that need no website login run with no account on https://mcp.pomerado.ai/mcp/keyless and on the REST API without an Authorization header, within a daily limit. Everything else takes a Bearer token, either an OAuth access token from the MCP client's browser sign-in (Google, GitHub or email) or a `pom_` API key. A key carries 1 to 16 of 11 permissions, expires after 90 days by default (1 to 365), can be rotated and revoked, and an integration key reaches one site's MCP with at most four permissions. An agent without a browser can get a 30-day key by device sign-in, which a person approves with a short code. Website logins are entered by the person on a protected Pomerado page, and Pomerado never returns a saved password to a script or a model.",
      "pricing": "freemium",
      "pricingNotes": "Free is $0 a month with 100 tool calls a day and 10 new integrations a month, Premium is $50 a month with 1,000 calls a day and 100 integrations, and Business is custom pricing with 100,000+ calls a day, per the pricing section of pomerado.ai (checked 2026-10-17). Keyless use of public read-only tools needs no account or card. Only runs that end with a result count, and failed builds count nothing. The yearly Premium price wasn't shown in the page we read.",
      "priceSummary": "$50 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, llms.txt, the OpenAPI document or the pricing section. Premium is paid through a Stripe Checkout link that a person opens (https://docs.pomerado.ai/api-reference/billing/start-a-premium-checkout.md, checked 2026-10-17).",
        "endpoints": []
      },
      "toolCount": 14,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 36759,
        "pypiWeekly": null,
        "asOf": "2026-10-17"
      },
      "docsUrl": "https://docs.pomerado.ai",
      "llmsTxt": "https://docs.pomerado.ai/llms.txt",
      "openapi": "https://api.pomerado.ai/v1/openapi.json",
      "registryName": "ai.pomerado/pomerado",
      "capabilities": [
        "browser.control",
        "web.extract",
        "automation.actions",
        "automation.auth",
        "scraping.anti-bot"
      ],
      "tags": [
        "official",
        "hosted",
        "mcp",
        "mcp-registry",
        "oauth",
        "api-key",
        "scoped-keys",
        "openapi",
        "llms-txt",
        "freemium",
        "free-tier",
        "no-card",
        "no-key",
        "idempotency",
        "async-jobs",
        "webhooks",
        "audit-log",
        "open-source",
        "mit",
        "typescript",
        "no-status-page",
        "new"
      ],
      "lastRelease": "2026-10-17",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 62.6,
        "grade": "B",
        "agentReady": false,
        "rank": 481,
        "ranked": true,
        "rankOf": 1210,
        "categoryRank": 15,
        "methodology": "0.6",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 83,
          "maintenance": 81,
          "payments": 42,
          "reliability": 40,
          "schema": 86,
          "security": 69,
          "transparency": 54
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-17"
        },
        "negative": -2,
        "negativeNotes": [
          "Misleading claim, -2. On 17 October 2026 the homepage (https://pomerado.ai) says \"Integrations for all sites\" and \"If a person can use the site, your agent can use it too\", and lists bank portals and government filings among supported sites. The docs say builds for bank and government websites are refused with `site_not_supported`, `details.category` `bank` or `government` (https://docs.pomerado.ai/errors#site_not_supported, https://docs.pomerado.ai/guides/build/overview)."
        ],
        "verdict": "An agent can find and run 46 public read-only website tools with no account, and signed-in calls get scoped, expiring keys, idempotency keys and a documented code for every failure. Pomerado is 12 days old, with no status page or security.txt, and its homepage lists bank and government portals that its builds refuse.",
        "bestFor": "An agent that repeats the same task on consumer sites or portals, such as flight searches, carts or order history, and wants a typed call instead of driving a browser.",
        "strengths": [
          "46 public read-only tools across 23 sites run with no account, key or card on the keyless MCP URL and the REST API",
          "API keys carry chosen permissions out of 11, expire after 90 days by default, rotate and revoke, and integration keys reach one site only",
          "Idempotency keys on runs and builds, with `write_status` and `outcome_unknown` saying whether a write may have happened",
          "Public OpenAPI 3.1 document with 84 operations, llms.txt, Markdown docs and 132 error codes, each with what to do",
          "Every keyless MCP tool carries readOnlyHint or destructiveHint, and the read-only run refuses a tool that writes"
        ],
        "weaknesses": [
          "First released on 5 October 2026, with a team of two per its YC profile",
          "No status page or per-second rate limits, and the SLA guarantees listed for Business have no published terms",
          "No security.txt, SOC 2 report or bug bounty found, while it stores website passwords, authenticator secrets and recovery codes",
          "The homepage lists bank portals and government filings, but builds for bank and government sites are refused with `site_not_supported`",
          "Run tools take `input` as a JSON-encoded string over MCP, and there is no official client SDK"
        ],
        "agentNotes": [
          "Try public read-only tools at https://mcp.pomerado.ai/mcp/keyless, then use `sign_in` and reconnect at /mcp with the key for writes, logins and builds",
          "Call `find_website_tool` with a query and `site_url`, and check `possible_matches` before starting a build",
          "Send an `idempotency_key` with every run that writes, and on `outcome_unknown` read the website back before calling again",
          "Give the person the job's `answer_url` for website logins and codes. Don't take passwords in chat",
          "Save a run's result when it arrives. It is returned once and erased after 60 minutes if unread"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.6",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 62.6
          }
        ],
        "editorialScores": {
          "ergonomics": 83,
          "maintenance": 81,
          "payments": 42,
          "reliability": 40,
          "schema": 86,
          "security": 69,
          "transparency": 43
        },
        "provenanceScore": 65,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-17",
            "maintenance": "2026-10-17",
            "payments": "2026-10-17",
            "reliability": "2026-10-17",
            "schema": "2026-10-17",
            "security": "2026-10-17",
            "transparency": "2026-10-17"
          },
          "last": "2026-10-17",
          "oldest": "2026-10-17",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "http": "curl \"https://api.pomerado.ai/v1/tools?query=search%20flights\"",
        "claudeCode": "claude mcp add --transport http pomerado https://mcp.pomerado.ai/mcp/keyless",
        "config": {
          "mcpServers": {
            "pomerado": {
              "url": "https://mcp.pomerado.ai/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/pomerado"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Premium plan",
          "unit": "month",
          "usd": 50,
          "note": "1,000 tool calls a day and 100 new integrations a month, billed monthly"
        }
      ],
      "provenance": {
        "legalEntity": "Pomerado AI, Inc.",
        "domain": "pomerado.ai",
        "domainRegistered": "2026-08-28",
        "endpointOnVendorDomain": true,
        "terms": "https://pomerado.ai/terms-of-service",
        "privacy": "https://pomerado.ai/privacy-policy",
        "statusPage": "",
        "changelog": "https://github.com/Pomerado/pomerado/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-10-17",
        "notes": [
          "The terms of service, last updated 4 October 2026, name Pomerado AI, Inc. as provider, are built on the Common Paper Cloud Service Agreement Standard Terms 2.1 with an automated access addendum, and choose Delaware law. The LICENSE names Pomerado AI, Inc.",
          "The privacy policy page embeds an iubenda policy (iubenda.com/privacy-policy/84434258). iubenda's robots.txt disallows /privacy-policy/, so the policy was not read.",
          "The MCP server answers at mcp.pomerado.ai and the REST API at api.pomerado.ai, both on the vendor's domain. pomerado.com is an unrelated church website.",
          "pomerado.ai/.well-known/security.txt returns 404. The README sends security reports to GitHub private vulnerability reporting on the repository.",
          "status.pomerado.ai has no DNS record, and no status page is linked from the site or docs.",
          "RDAP for pomerado.ai gives a registration date of 2026-08-28.",
          "The repository's CHANGELOG.md covers the open-source core. The hosted API's changes are listed under Changes in the API reference introduction, with one entry dated 15 October 2026."
        ],
        "score": 65
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/pomerado.json",
      "live": {
        "slug": "pomerado",
        "probe": {
          "target": "https://mcp.pomerado.ai/mcp",
          "method": "get",
          "lastAt": "2026-10-25T20:42:42.748009506Z",
          "lastOk": true,
          "lastStatus": 405,
          "lastMs": 266,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 270,
          "p95ms24h": 380,
          "samples24h": 252,
          "samples30d": 2006,
          "days": [
            {
              "date": "2026-10-17",
              "probes": 21,
              "ok": 21
            },
            {
              "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",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-25",
              "probes": 217,
              "ok": 217
            }
          ]
        },
        "versions": [
          {
            "registry": "github",
            "name": "Pomerado/pomerado",
            "version": "v0.4.0-canary.390",
            "released": "2026-10-25",
            "seenAt": "2026-10-25T09:15:14.054043049Z"
          },
          {
            "registry": "mcp-registry",
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        "pomerado": 86,
        "weight": 13
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        "pomerado": 83,
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        "functionize-mcp": 56,
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        "pomerado": 69,
        "weight": 14
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        "functionize-mcp": 30,
        "key": "payments",
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        "pomerado": 42,
        "weight": 10
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        "pending": true,
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        "functionize-mcp": 49,
        "key": "maintenance",
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        "pomerado": 81,
        "weight": 7
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        "functionize-mcp": 59,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "pomerado": 54,
        "weight": 7
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    "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.",
      "pomerado": "An agent can find and run 46 public read-only website tools with no account, and signed-in calls get scoped, expiring keys, idempotency keys and a documented code for every failure. Pomerado is 12 days old, with no status page or security.txt, and its homepage lists bank and government portals that its builds refuse."
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  "markdown": "Pomerado scores 62.6 (B) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 5 of 7 scored categories. Functionize MCP server leads on reliability and transparency \u0026 trust. 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- Pomerado: grade B, 62.6/100, rank #481 of 1210. Markdown https://www.anchorterminal.com/tools/pomerado.md · JSON https://www.anchorterminal.com/api/v1/tools/pomerado.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\nAhead on:\n- Reliability, 50 against 40\n- Transparency \u0026 trust, 59 against 54\n\nWatch for: Tool definitions, input schemas and annotations aren't published, and `tools/list` needs a signed-in account\n\n### Pomerado (B)\n\nGood for: An agent that repeats the same task on consumer sites or portals, such as flight searches, carts or order history, and wants a typed call instead of driving a browser.\n\nAhead on:\n- Schema \u0026 documentation, 86 against 29\n- Agent ergonomics, 83 against 43\n- Security \u0026 auth, 69 against 56\n- Payments \u0026 pricing, 42 against 30\n- Maintenance \u0026 community, 81 against 49\n\nAlso in its favour:\n- Open source\n\nWatch for: First released on 5 October 2026, with a team of two per its YC profile\n\n\n## Score by category\n\n| Category | Weight | Functionize MCP server | Pomerado | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 40 | Functionize MCP server +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 29 | 86 | Pomerado +57 |\n| Agent ergonomics | 13% (16.2 this run) | 43 | 83 | Pomerado +40 |\n| Security \u0026 auth | 14% (17.5 this run) | 56 | 69 | Pomerado +13 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 42 | Pomerado +12 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 49 | 81 | Pomerado +32 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 59 | 54 | Functionize MCP server +5 |\n| Negative events | ≤15 | 0 | -2 | |\n| **Total** | | **44.7 · E** | **62.6 · B** | |\n\n## Facts side by side\n\n| Fact | Functionize MCP server | Pomerado |\n| --- | --- | --- |\n| Kind | MCP server | MCP server |\n| Vendor | Functionize, Inc. | Pomerado AI, Inc. |\n| Hosted endpoint | `https://mcp.functionize.com/mcp` | `https://mcp.pomerado.ai/mcp` |\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 | Pomerado Cloud is a proprietary service under Pomerado's terms of service. The minting core in Pomerado/pomerado and the `pomerado` npm package are MIT from version 0.2.0, and versions 0.1.2 and earlier were AGPL-3.0-only |\n| Tools exposed | 10 | 14 |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `ai.pomerado/pomerado` |\n| Last release | 2026-10-08 | 2026-10-17 |\n| Terms last updated |  |  |\n| Privacy policy last updated |  |  |\n| Customer content may train models |  |  |\n| Terms restrict automated access |  |  |\n| Terms restrict benchmarking |  |  |\n| Terms or service can change without notice |  |  |\n| Arbitration or class-action waiver |  |  |\n| Popularity | none | 37k npm/wk |\n| Agent reviews | 2.8/5 (4) | 3/5 (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**Pomerado.** An agent can find and run 46 public read-only website tools with no account, and signed-in calls get scoped, expiring keys, idempotency keys and a documented code for every failure. Pomerado is 12 days old, with no status page or security.txt, and its homepage lists bank and government portals that its builds refuse.\n\n## 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### Pomerado\n\n1. Try public read-only tools at https://mcp.pomerado.ai/mcp/keyless, then use `sign_in` and reconnect at /mcp with the key for writes, logins and builds\n2. Call `find_website_tool` with a query and `site_url`, and check `possible_matches` before starting a build\n3. Send an `idempotency_key` with every run that writes, and on `outcome_unknown` read the website back before calling again\n4. Give the person the job's `answer_url` for website logins and codes. Don't take passwords in chat\n5. Save a run's result when it arrives. It is returned once and erased after 60 minutes if unread\n\n## Questions\n\n### Which is better for AI agents, Functionize MCP server or Pomerado?\n\nPomerado scores 62.6 (B) on agent readiness against Functionize MCP server's 44.7 (E), and leads in 5 of 7 scored categories. Functionize MCP server leads on reliability and transparency \u0026 trust.\n\n### Do Functionize MCP server and Pomerado need an API key?\n\nFunctionize MCP server uses an OAuth sign-in. Pomerado takes an API key or an OAuth sign-in.\n\n### Can an agent call Functionize MCP server and Pomerado without installing anything?\n\nYes. Functionize MCP server has a hosted endpoint at https://mcp.functionize.com/mcp and Pomerado at https://mcp.pomerado.ai/mcp.\n\n### Are Functionize MCP server and Pomerado open source?\n\nNo open-source release is listed for Functionize MCP server. Pomerado is open source (Pomerado Cloud is a proprietary service under Pomerado's terms of service. The minting core in Pomerado/pomerado and the `pomerado` npm package are MIT from version 0.2.0, and versions 0.1.2 and earlier were AGPL-3.0-only).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/functionize-mcp-vs-pomerado.json, and with the fewest tokens: https://www.anchorterminal.com/compare/functionize-mcp-vs-pomerado.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"functionize-mcp\", \"b\": \"pomerado\"}`. From a terminal: `anchor compare functionize-mcp pomerado`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/functionize-mcp.json and https://www.anchorterminal.com/api/v1/tools/pomerado.json\n\n## Other comparisons with Functionize MCP server or Pomerado\n\n- [agent-browser vs Functionize MCP server](https://www.anchorterminal.com/compare/agent-browser-vs-functionize-mcp.md)\n- [agent-browser vs Pomerado](https://www.anchorterminal.com/compare/agent-browser-vs-pomerado.md)\n- [Airtop vs Functionize MCP server](https://www.anchorterminal.com/compare/airtop-vs-functionize-mcp.md)\n- [Airtop vs Pomerado](https://www.anchorterminal.com/compare/airtop-vs-pomerado.md)\n- [Anchor Browser vs Functionize MCP server](https://www.anchorterminal.com/compare/anchor-browser-vs-functionize-mcp.md)\n- [Anchor Browser vs Pomerado](https://www.anchorterminal.com/compare/anchor-browser-vs-pomerado.md)\n- [Browser Use vs Functionize MCP server](https://www.anchorterminal.com/compare/browser-use-vs-functionize-mcp.md)\n- [Browser Use vs Pomerado](https://www.anchorterminal.com/compare/browser-use-vs-pomerado.md)\n- [Browserbase vs Pomerado](https://www.anchorterminal.com/compare/browserbase-vs-pomerado.md)\n- [Browserless vs Functionize MCP server](https://www.anchorterminal.com/compare/browserless-vs-functionize-mcp.md)\n- [Browserless vs Pomerado](https://www.anchorterminal.com/compare/browserless-vs-pomerado.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 Pomerado](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-pomerado.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 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 Pomerado](https://www.anchorterminal.com/compare/hyperbrowser-vs-pomerado.md)\n- [Notte vs Pomerado](https://www.anchorterminal.com/compare/notte-vs-pomerado.md)\n- [Playwright MCP vs Pomerado](https://www.anchorterminal.com/compare/playwright-mcp-vs-pomerado.md)\n- [Pomerado vs Puppeteer](https://www.anchorterminal.com/compare/pomerado-vs-puppeteer.md)\n- [Pomerado vs Puppeteer (archived MCP reference server)](https://www.anchorterminal.com/compare/pomerado-vs-puppeteer-reference-server-archived.md)\n- [Pomerado vs Selenium](https://www.anchorterminal.com/compare/pomerado-vs-selenium.md)\n- [Pomerado vs Skyvern](https://www.anchorterminal.com/compare/pomerado-vs-skyvern.md)\n- [Pomerado vs Steel](https://www.anchorterminal.com/compare/pomerado-vs-steel.md)\n- [Pomerado vs TinyFish](https://www.anchorterminal.com/compare/pomerado-vs-tinyfish.md)\n- [Browserbase vs Functionize MCP server](https://www.anchorterminal.com/compare/browserbase-vs-functionize-mcp.md)\n",
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