{
  "data": {
    "a": {
      "slug": "skyvern",
      "name": "Skyvern",
      "vendor": "Ikonomos Inc. (Skyvern)",
      "vendorUrl": "https://www.skyvern.com",
      "kind": "http-api",
      "category": "browser",
      "summary": "Skyvern is a browser agent that completes multi-step web workflows from natural-language goals using language models and computer vision. It runs as an AGPL-3.0 open-source server or a hosted cloud with a REST API and MCP server.",
      "url": "https://www.anchorterminal.com/tools/skyvern",
      "markdownUrl": "https://www.anchorterminal.com/tools/skyvern.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/skyvern.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/skyvern.json",
      "repo": "https://github.com/Skyvern-AI/skyvern",
      "license": "AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://api.skyvern.com/v1",
      "packages": [
        {
          "registry": "pypi",
          "name": "skyvern"
        },
        {
          "registry": "npm",
          "name": "@skyvern/client"
        }
      ],
      "auth": "mixed",
      "authNotes": "Self-serve. Sign up at app.skyvern.com and copy the organisation API key from Settings, sent as `x-api-key`. MCP clients can use OAuth 2.0 with browser sign-in, PKCE and dynamic client registration, with no client ID to configure. Both credentials carry full authority over the organisation. OAuth scopes are identity claims, and there are no read-only or per-endpoint keys (https://www.skyvern.com/docs/developers/api/authentication-and-permissions.md).",
      "pricing": "freemium",
      "pricingNotes": "Free with 5,000 one-time credits and 1 concurrent run, no card and no contract. Hobby $29 a month with 30,000 credits and 10 concurrent runs. Pro $149 with 150,000 credits and 25 concurrent runs. Enterprise is custom. Extra credits can be bought from the Billing page at a price that isn't published. The billing docs count one credit a browser action, while the pricing page puts 5,000 credits at about 170 actions. Self-hosting the AGPL-3.0 server is free with your own model keys (https://www.skyvern.com/pricing, https://www.skyvern.com/docs/cloud/account-settings/billing-usage.md, checked 2026-10-08).",
      "priceSummary": "$29 / mo",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs (llms-full.txt), llms.txt or the pricing page (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": 114,
      "popularity": {
        "githubStars": 23155,
        "npmWeekly": 3193,
        "pypiWeekly": 1636,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://www.skyvern.com/docs",
      "llmsTxt": "https://www.skyvern.com/docs/llms.txt",
      "openapi": "https://www.skyvern.com/docs/api-reference/openapi.json",
      "registryName": "io.github.Skyvern-AI/skyvern",
      "capabilities": [
        "browser.control",
        "browser.hosted",
        "web.extract",
        "automation.workflows",
        "browser.debug"
      ],
      "tags": [
        "official",
        "hosted",
        "open-source",
        "freemium",
        "no-card",
        "mcp",
        "oauth",
        "openapi",
        "llms-txt",
        "python",
        "typescript",
        "status-page",
        "soc2"
      ],
      "lastRelease": "2026-10-01",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 63.1,
        "grade": "B",
        "agentReady": false,
        "rank": 369,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 12,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 76,
          "maintenance": 85,
          "payments": 32,
          "reliability": 57,
          "schema": 88,
          "security": 59,
          "transparency": 72
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": -3,
        "negativeNotes": [
          "2026-06-30. A public issue reports non-blind SSRF from workflow `http_request` and file download blocks to loopback, private and metadata addresses in version 1.0.39, with a reproduction (https://github.com/Skyvern-AI/skyvern/issues/6915). The issue is still open on 8 October 2026 and no advisory is published, but the 1.0.55 source routes these requests through an SSRF-guarded resolver, so we deduct 3 and not more. We didn't reproduce it, and whether Skyvern Cloud was exposed isn't stated."
        ],
        "verdict": "The hosted MCP server annotates every tool as read-only or destructive and can advertise a 29 or 32-tool subset in place of 114, and the API has a written six-month deprecation policy. Every key and OAuth token carries full organisation authority, with no read-only or scoped credential, and no request rate limits are documented.",
        "bestFor": "Agents that must finish a multi-step job on sites with logins, 2FA and forms, where stored credentials, saved workflows and cached scripts matter more than raw browser time.",
        "strengths": [
          "Every MCP tool carries readOnlyHint, destructiveHint and openWorldHint annotations, 117 registrations in the 1.0.55 source",
          "Hosted MCP scopes cut the advertised tools from 114 to 29 (`operate`) or 32 (`lean`) by URL or `X-Skyvern-Scope` header",
          "Written deprecation policy with six months' notice, 12 for a major version, and `Deprecation` and `Sunset` response headers",
          "OpenAPI 3.1.0 with 94 operations, llms.txt, Markdown twins of every docs page and a weekly dated changelog",
          "Stored passwords, cards and TOTP secrets are injected into the browser and replaced by placeholders in prompts, recordings and logs, per the docs"
        ],
        "weaknesses": [
          "Every API key and OAuth token has full organisation authority. The docs state there are no read-only, per-endpoint or per-resource keys",
          "No request rate limits in the docs. Responses carry `ratelimit-policy: \"submit-run\";q=50;w=60`, and only plan concurrency is published",
          "What a credit buys is stated three ways (one credit an action, 5,000 credits for about 170 or about 200 actions, by run complexity)",
          "An SSRF report against 1.0.39 from 30 June 2026 is still open with no advisory, though 1.0.55 source has SSRF guards",
          "Retention is \"as long as necessary\", anonymised data may train models unless you opt out by email, and no subprocessor list was readable"
        ],
        "agentNotes": [
          "Connect to https://api.skyvern.com/mcp/x/lean or /x/operate, or send `X-Skyvern-Scope`, so the client loads 32 or 29 tools. The scope filters the list and does not limit permissions",
          "Use a separate Skyvern organisation for each blast radius. Any key or OAuth token can read and write stored credentials and delete workflows",
          "Never pass passwords to `skyvern_act` or `skyvern_type`. Store them as credentials and call `skyvern_login`",
          "Set `max_steps` on tasks, or `x-max-steps-override` on agent runs, to cap credits. A run that reaches the cap ends as `timed_out`",
          "On 503 from POST /v1/run/agents, wait `Retry-After` seconds. No run was created, so resubmitting is safe"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 63.1
          }
        ],
        "editorialScores": {
          "ergonomics": 76,
          "maintenance": 85,
          "payments": 32,
          "reliability": 57,
          "schema": 88,
          "security": 59,
          "transparency": 66
        },
        "provenanceScore": 78
      },
      "connect": {
        "install": "pip install skyvern",
        "http": "curl -X POST \"https://api.skyvern.com/v1/run/tasks\" -H \"x-api-key: YOUR_API_KEY\" -H \"Content-Type: application/json\" -d '{ \"url\": \"https://example.com\", \"prompt\": \"Extract the pricing table\" }'",
        "claudeCode": "claude mcp add --transport http skyvern https://api.skyvern.com/mcp/ --scope user",
        "config": {
          "mcpServers": {
            "Skyvern": {
              "headers": {
                "x-api-key": "YOUR_SKYVERN_API_KEY"
              },
              "type": "streamable-http",
              "url": "https://api.skyvern.com/mcp/"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/skyvern"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Hobby plan",
          "unit": "month",
          "usd": 29,
          "note": "30,000 credits, 10 concurrent runs"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 149,
          "note": "150,000 credits, 25 concurrent runs"
        },
        {
          "item": "Skyvern SMS number, Pro plan",
          "unit": "month",
          "usd": 10,
          "note": "per number, for SMS 2FA codes"
        }
      ],
      "provenance": {
        "legalEntity": "Ikonomos Inc.",
        "domain": "skyvern.com",
        "domainRegistered": "2023-10-16",
        "endpointOnVendorDomain": true,
        "terms": "https://www.skyvern.com/terms",
        "privacy": "https://www.skyvern.com/privacy",
        "statusPage": "https://status.skyvern.com",
        "changelog": "https://www.skyvern.com/docs/changelog",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The terms (last modified 27 February 2026) and privacy policy (last modified 1 October 2026) name Ikonomos Inc., doing business as Skyvern, with Delaware law governing the terms.",
          "The API and the hosted MCP server answer at api.skyvern.com. OAuth is issued through clerk.skyvern.com, backed by Clerk.",
          "www.skyvern.com/.well-known/security.txt and api.skyvern.com/.well-known/security.txt both return 404. SECURITY.md in the repository sends reports to GitHub private advisories.",
          "RDAP for skyvern.com gives a registration date of 2023-10-16.",
          "docs.skyvern.com redirects to www.skyvern.com/docs."
        ],
        "score": 78
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/skyvern.json",
      "live": {
        "slug": "skyvern",
        "probe": {
          "target": "https://api.skyvern.com/v1",
          "method": "get",
          "lastAt": "2026-10-09T10:14:27.804626255Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 259,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 260,
          "p95ms24h": 305,
          "samples24h": 202,
          "samples30d": 202,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 93,
              "ok": 93
            },
            {
              "date": "2026-10-09",
              "probes": 109,
              "ok": 109
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.skyvern.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-09T10:11:19.184854683Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "Skyvern-AI/skyvern",
            "version": "v1.0.55",
            "released": "2026-10-01",
            "seenAt": "2026-10-08T16:29:40.13703893Z"
          },
          {
            "registry": "mcp-registry",
            "name": "io.github.Skyvern-AI/skyvern",
            "version": "1.0.23",
            "seenAt": "2026-10-09T02:57:46.004536428Z"
          },
          {
            "registry": "npm",
            "name": "@skyvern/client",
            "version": "1.0.55",
            "seenAt": "2026-10-08T16:29:38.30771301Z"
          },
          {
            "registry": "pypi",
            "name": "skyvern",
            "version": "1.0.55",
            "released": "2026-10-01",
            "seenAt": "2026-10-08T16:29:38.116994413Z"
          }
        ],
        "githubStars": 23157,
        "npmWeekly": 3193,
        "pypiWeekly": 1636,
        "securityTxt": {
          "url": "https://skyvern.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:39:09.6365622Z"
        },
        "pages": [
          {
            "url": "https://www.skyvern.com/docs/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:30:30.319986157Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "6d99e4f812de"
          },
          {
            "url": "https://www.skyvern.com/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:30:32.801128156Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "60620adf4132"
          },
          {
            "url": "https://www.skyvern.com/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-08T18:30:34.449549375Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "f526c5367b2e"
          },
          {
            "url": "https://www.skyvern.com/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:30:36.410139138Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "f2ece01dd7b7"
          }
        ],
        "updatedAt": "2026-10-09T10:14:27.804626255Z"
      }
    },
    "answer": "TinyFish scores 67.7 (B) on agent readiness against Skyvern's 63.1 (B), and leads in 3 of 7 scored categories. Skyvern leads on maintenance \u0026 community and transparency \u0026 trust.",
    "b": {
      "slug": "tinyfish",
      "name": "TinyFish",
      "vendor": "Tiny Fish, Inc.",
      "vendorUrl": "https://www.tinyfish.ai",
      "kind": "http-api",
      "category": "browser",
      "summary": "TinyFish is a hosted web agent platform from Tiny Fish, Inc. Agents call it through REST APIs for goal-driven automation, remote browser sessions over CDP, search, fetch and research, or through a remote MCP server with OAuth.",
      "url": "https://www.anchorterminal.com/tools/tinyfish",
      "markdownUrl": "https://www.anchorterminal.com/tools/tinyfish.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/tinyfish.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/tinyfish.json",
      "repo": "https://github.com/tinyfish-io/tinyfish-mcp-server",
      "license": "Proprietary service under Tiny Fish's terms of service. The MCP proxy `@tiny-fish/mcp` and the cookbook are MIT. The SDK packages state no licence in npm or PyPI metadata",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://agent.tinyfish.ai",
      "packages": [
        {
          "registry": "pypi",
          "name": "tinyfish"
        },
        {
          "registry": "npm",
          "name": "@tiny-fish/sdk"
        },
        {
          "registry": "npm",
          "name": "@tiny-fish/cli"
        },
        {
          "registry": "npm",
          "name": "@tiny-fish/mcp"
        }
      ],
      "auth": "mixed",
      "authNotes": "Self-serve API key from agent.tinyfish.ai/api-keys, sent in the `X-API-Key` header on every REST call. Keys are shown once and can be deleted, and no scopes were found. The MCP server at `https://agent.tinyfish.ai/mcp` uses OAuth 2.1 with a browser sign-in, or a key as a Bearer token for clients without OAuth. No sales approval is needed.",
      "pricing": "freemium",
      "pricingNotes": "Search and Fetch are free up to 12,000 requests and 1,000 URLs a day. Agent runs cost $0.016 a step and Browser sessions $0.002 a minute, drawn from a prepaid wallet with a $10 minimum top-up and no subscription. New accounts start with $8 of wallet funds and need no card, so an agent's owner can start without a contract. Enterprise is by contract (https://www.tinyfish.ai/pricing).",
      "priceSummary": "$0.016 / call",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402 or L402 in the docs or the OpenAPI documents. `POST /v1/wallet/top-up` accepts the Machine Payments Protocol with a Stripe Shared Payment Token to refill the prepaid wallet ($10 to $500), for accounts in a gradual rollout and with an API key (https://docs.tinyfish.ai/agent-payments.md, checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 5721,
        "pypiWeekly": 6540,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.tinyfish.ai",
      "llmsTxt": "https://docs.tinyfish.ai/llms.txt",
      "openapi": "https://agent.tinyfish.ai/v1/openapi/main",
      "registryName": "ai.tinyfish.agent/web-agent",
      "capabilities": [
        "browser.control",
        "browser.hosted",
        "web.extract",
        "web.fetch",
        "web.search",
        "search.research",
        "scraping.proxies",
        "scraping.anti-bot"
      ],
      "tags": [
        "official",
        "hosted",
        "freemium",
        "no-card",
        "prepaid",
        "mpp",
        "openapi",
        "llms-txt",
        "mcp",
        "oauth",
        "api-key",
        "python",
        "typescript",
        "cli",
        "webhooks",
        "status-page",
        "pre-1.0"
      ],
      "lastRelease": "2026-10-07",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 67.7,
        "grade": "B",
        "agentReady": false,
        "rank": 227,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 6,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 79,
          "maintenance": 80,
          "payments": 55,
          "reliability": 60,
          "schema": 85,
          "security": 57,
          "transparency": 59
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "OpenAPI documents are published for five APIs, errors carry typed codes and request IDs, and Search and Fetch are free within daily allowances. The terms let Tiny Fish train its models on customer data, run creation takes no idempotency keys, and the status page shows an hour or more of downtime on several days for the Browser and Search APIs.",
        "bestFor": "Agents that want one account for a goal-driven web agent, a raw CDP browser, and free search and fetch.",
        "strengths": [
          "OpenAPI 3.0 documents for the Agent, Browser, Fetch, Search and Research APIs, plus `llms.txt`, `llms-full.txt` and a Markdown twin of every docs page",
          "Search and Fetch are free up to 12,000 requests and 1,000 URLs a day, and new accounts start with $8 of wallet funds with no card",
          "Errors carry a code, a message, optional `details` and a `request_id`. Search and Fetch 429s carry `Retry-After` and `X-RateLimit-*` headers",
          "Remote MCP server at `https://agent.tinyfish.ai/mcp` with OAuth 2.1, listed in the official MCP registry as `ai.tinyfish.agent/web-agent`",
          "Vault credentials from 1Password or Bitwarden are opt-in per run and can be limited with `credential_item_ids`. The docs say the agent never sees the passwords",
          "A valid security.txt and a disclosure policy (v1.1, 15 September 2026) with safe harbour and response times"
        ],
        "weaknesses": [
          "The terms of 17 August 2026 allow Tiny Fish to train and improve its models on customer data. No opt-out was found in the reviewed pages",
          "The status page shows downtime of an hour or more on six days for the Browser API and five for the Search API between 11 July and 8 October 2026, with no incident write-ups",
          "No idempotency keys on run or session creation. The docs say retrying a failed request may create duplicate runs",
          "API keys have no scopes and no read-only mode was found. No prompt-injection guidance was found in the API docs",
          "No retention periods, public DPA or subprocessor list on the pages we could read. The trust centre is drawn by script and was unread",
          "The Pulse changelog's newest entry is 22 June 2026, and the Python and TypeScript SDKs are 0.x with no public source repository found"
        ],
        "agentNotes": [
          "Check `result` as well as `status`. A run can be `COMPLETED` while the goal failed, with `result.status` set to `failure`",
          "Don't retry `POST /v1/automation/run` blindly after a timeout. There are no idempotency keys, so list runs first to avoid duplicates",
          "Use `/v1/automation/run-async` or `/run-sse` when a run may need cancelling. Runs started with the synchronous endpoint can't be cancelled",
          "Allow 60 seconds for Browser session creation, connect Playwright to `cdp_url` (not `base_url`), and `DELETE` the session when done because billing is per minute",
          "Never put passwords in `goal`, which is logged. Pass `use_vault: true` with `credential_item_ids`, or `use_profile: true` for saved login state"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 67.7
          }
        ],
        "editorialScores": {
          "ergonomics": 79,
          "maintenance": 80,
          "payments": 55,
          "reliability": 60,
          "schema": 85,
          "security": 57,
          "transparency": 32
        },
        "provenanceScore": 85
      },
      "connect": {
        "install": "pip install -U tinyfish",
        "http": "curl -X POST https://agent.tinyfish.ai/v1/automation/run -H \"X-API-Key: $TINYFISH_API_KEY\" -H \"Content-Type: application/json\" -d '{\"url\": \"https://example.com\", \"goal\": \"Extract the page title\"}'",
        "claudeCode": "claude mcp add --transport http tinyfish https://agent.tinyfish.ai/mcp",
        "config": {
          "mcpServers": {
            "tinyfish": {
              "url": "https://agent.tinyfish.ai/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/tinyfish"
      },
      "sameCompany": [
        "tinyfish-search"
      ],
      "area": "developer",
      "unitPrices": [
        {
          "item": "Agent step",
          "unit": "call",
          "usd": 0.016,
          "note": "Model inference, residential proxy and anti-bot handling included per the pricing page"
        },
        {
          "item": "Browser session",
          "unit": "browser-hour",
          "usd": 0.12,
          "note": "Billed at $0.002 a minute"
        },
        {
          "item": "Search",
          "unit": "1k-requests",
          "usd": 0,
          "note": "Free up to 12,000 requests a day, 30 a minute"
        },
        {
          "item": "Fetch",
          "unit": "1k-pages",
          "usd": 0,
          "note": "Free up to 1,000 URLs a day, 150 a minute"
        },
        {
          "item": "Monitor run",
          "unit": "call",
          "usd": 0.005,
          "note": "Per completed run, failed runs free, per the MCP docs"
        }
      ],
      "provenance": {
        "legalEntity": "Tiny Fish, Inc.",
        "domain": "tinyfish.ai",
        "domainRegistered": "2023-02-06",
        "endpointOnVendorDomain": true,
        "terms": "https://www.tinyfish.ai/terms",
        "privacy": "https://www.tinyfish.ai/privacy-policy",
        "statusPage": "https://agent.tinyfish.ai/status",
        "changelog": "https://www.tinyfish.ai/pulse",
        "securityTxt": "valid",
        "checked": "2026-10-08",
        "notes": [
          "The terms of service, effective 17 August 2026, name Tiny Fish, Inc., a Delaware corporation at 4410 El Camino Real, Los Altos, CA 94022, cover the APIs and the wallet, and choose California law.",
          "The privacy policy, effective 14 December 2025, names TinyFish Inc. in Cupertino, California, and covers the website, products and services.",
          "The APIs answer at agent.tinyfish.ai, api.browser.tinyfish.ai, api.search.tinyfish.ai and api.fetch.tinyfish.ai. The docs' example `cdp_url` is on a tinyfish.io subdomain, the vendor's second domain.",
          "www.tinyfish.ai/.well-known/security.txt gives a contact, a policy link and an expiry of 1 September 2027.",
          "RDAP for tinyfish.ai gives a registration date of 2023-02-06.",
          "Pulse, the product changelog, has its newest entry dated 22 June 2026. Current release dates come from npm and PyPI.",
          "The same GitHub organisation, tinyfish-io, publishes AgentQL, which is a separate product and isn't graded here."
        ],
        "score": 85
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/tinyfish.json",
      "live": {
        "slug": "tinyfish",
        "probe": {
          "target": "https://agent.tinyfish.ai",
          "method": "get",
          "lastAt": "2026-10-09T10:14:29.961084699Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 661,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 647,
          "p95ms24h": 705,
          "samples24h": 28,
          "samples30d": 28,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 28,
              "ok": 28
            }
          ]
        },
        "vendorStatus": {
          "page": "https://agent.tinyfish.ai/status",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-09T07:58:36.020771067Z"
        },
        "updatedAt": "2026-10-09T10:14:29.961084699Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Ikonomos Inc. (Skyvern)",
        "b": "Tiny Fish, Inc.",
        "name": "Vendor"
      },
      {
        "a": "https://api.skyvern.com/v1",
        "b": "https://agent.tinyfish.ai",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP, stdio",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository",
        "b": "Proprietary service under Tiny Fish's terms of service. The MCP proxy `@tiny-fish/mcp` and the cookbook are MIT. The SDK packages state no licence in npm or PyPI metadata",
        "name": "Licence"
      },
      {
        "a": "114",
        "b": "none",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "io.github.Skyvern-AI/skyvern",
        "b": "ai.tinyfish.agent/web-agent",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-01",
        "b": "2026-10-07",
        "name": "Last release"
      },
      {
        "a": "2026-02-27",
        "b": "2026-08-17",
        "name": "Terms last updated"
      },
      {
        "a": "2026-10-01",
        "b": "2025-12-14",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes, with an opt-out",
        "b": "yes",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "23k stars, 3.2k npm/wk, 1.6k PyPI/wk",
        "b": "5.7k npm/wk, 6.5k PyPI/wk",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "TinyFish scores 67.7 (B) on agent readiness against Skyvern's 63.1 (B), and leads in 3 of 7 scored categories. Skyvern leads on maintenance \u0026 community and transparency \u0026 trust.",
        "question": "Which is better for AI agents, Skyvern or TinyFish?"
      },
      {
        "answer": "Both take an API key or an OAuth sign-in.",
        "question": "Do Skyvern and TinyFish need an API key?"
      },
      {
        "answer": "Yes. Skyvern has a hosted endpoint at https://api.skyvern.com/v1 and TinyFish at https://agent.tinyfish.ai.",
        "question": "Can an agent call Skyvern and TinyFish without installing anything?"
      },
      {
        "answer": "Skyvern is open source (AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository). No open-source release is listed for TinyFish.",
        "question": "Are Skyvern and TinyFish open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Maintenance \u0026 community, 85 against 80",
          "Transparency \u0026 trust, 72 against 59"
        ],
        "also": [
          "Runs on your own machine",
          "Open source"
        ],
        "goodFor": "Agents that must finish a multi-step job on sites with logins, 2FA and forms, where stored credentials, saved workflows and cached scripts matter more than raw browser time.",
        "slug": "skyvern",
        "watchFor": "Every API key and OAuth token has full organisation authority. The docs state there are no read-only, per-endpoint or per-resource keys"
      },
      {
        "aheadOn": [
          "Payments \u0026 pricing, 55 against 32"
        ],
        "also": [
          "No incidents deducted, where Skyvern loses 3 points for them"
        ],
        "goodFor": "Agents that want one account for a goal-driven web agent, a raw CDP browser, and free search and fetch.",
        "slug": "tinyfish",
        "watchFor": "The terms of 17 August 2026 allow Tiny Fish to train and improve its models on customer data. No opt-out was found in the reviewed pages"
      }
    ],
    "job": {
      "capability": "browser.control",
      "name": "Browser automation"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agent-browser-vs-skyvern.json",
        "title": "agent-browser vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/agent-browser-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-browser-vs-tinyfish.json",
        "title": "agent-browser vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/agent-browser-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-skyvern.json",
        "title": "Airtop vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/airtop-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/airtop-vs-tinyfish.json",
        "title": "Airtop vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/airtop-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/anchor-browser-vs-skyvern.json",
        "title": "Anchor Browser vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/anchor-browser-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/anchor-browser-vs-tinyfish.json",
        "title": "Anchor Browser vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/anchor-browser-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-skyvern.json",
        "title": "Browser Use vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-tinyfish.json",
        "title": "Browser Use vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-skyvern.json",
        "title": "Browserless vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/browserless-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browserless-vs-tinyfish.json",
        "title": "Browserless vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/browserless-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-skyvern.json",
        "title": "Chrome DevTools MCP vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-tinyfish.json",
        "title": "Chrome DevTools MCP vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbrowser-vs-skyvern.json",
        "title": "Hyperbrowser vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/hyperbrowser-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbrowser-vs-tinyfish.json",
        "title": "Hyperbrowser vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/hyperbrowser-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/notte-vs-skyvern.json",
        "title": "Notte vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/notte-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/notte-vs-tinyfish.json",
        "title": "Notte vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/notte-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/playwright-mcp-vs-skyvern.json",
        "title": "Playwright MCP vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/playwright-mcp-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/playwright-mcp-vs-tinyfish.json",
        "title": "Playwright MCP vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/playwright-mcp-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-skyvern.json",
        "title": "Puppeteer (archived MCP reference server) vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-tinyfish.json",
        "title": "Puppeteer (archived MCP reference server) vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/skyvern-vs-steel.json",
        "title": "Skyvern vs Steel",
        "url": "https://www.anchorterminal.com/compare/skyvern-vs-steel"
      },
      {
        "json": "https://www.anchorterminal.com/compare/steel-vs-tinyfish.json",
        "title": "Steel vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/steel-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browserbase-vs-skyvern.json",
        "title": "Browserbase vs Skyvern",
        "url": "https://www.anchorterminal.com/compare/browserbase-vs-skyvern"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browserbase-vs-tinyfish.json",
        "title": "Browserbase vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/browserbase-vs-tinyfish"
      }
    ],
    "scores": [
      {
        "by": 3,
        "edge": "tinyfish",
        "key": "reliability",
        "name": "Reliability",
        "skyvern": 57,
        "tinyfish": 60,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 3,
        "edge": "skyvern",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "skyvern": 88,
        "tinyfish": 85,
        "weight": 13
      },
      {
        "by": 3,
        "edge": "tinyfish",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "skyvern": 76,
        "tinyfish": 79,
        "weight": 13
      },
      {
        "by": 2,
        "edge": "skyvern",
        "key": "security",
        "name": "Security \u0026 auth",
        "skyvern": 59,
        "tinyfish": 57,
        "weight": 14
      },
      {
        "by": 23,
        "edge": "tinyfish",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "skyvern": 32,
        "tinyfish": 55,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 5,
        "edge": "skyvern",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "skyvern": 85,
        "tinyfish": 80,
        "weight": 7
      },
      {
        "by": 13,
        "edge": "skyvern",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "skyvern": 72,
        "tinyfish": 59,
        "weight": 7
      }
    ],
    "summary": "TinyFish scores 67.7 (B) on agent readiness against Skyvern's 63.1 (B), and leads in 3 of 7 scored categories. Skyvern leads on maintenance \u0026 community and transparency \u0026 trust. Both do browser automation.",
    "verdicts": {
      "skyvern": "The hosted MCP server annotates every tool as read-only or destructive and can advertise a 29 or 32-tool subset in place of 114, and the API has a written six-month deprecation policy. Every key and OAuth token carries full organisation authority, with no read-only or scoped credential, and no request rate limits are documented.",
      "tinyfish": "OpenAPI documents are published for five APIs, errors carry typed codes and request IDs, and Search and Fetch are free within daily allowances. The terms let Tiny Fish train its models on customer data, run creation takes no idempotency keys, and the status page shows an hour or more of downtime on several days for the Browser and Search APIs."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/skyvern-vs-tinyfish",
    "json": "https://www.anchorterminal.com/compare/skyvern-vs-tinyfish.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/skyvern-vs-tinyfish.md",
    "slim": "https://www.anchorterminal.com/compare/skyvern-vs-tinyfish.min.md"
  },
  "markdown": "TinyFish scores 67.7 (B) on agent readiness against Skyvern's 63.1 (B), and leads in 3 of 7 scored categories. Skyvern leads on maintenance \u0026 community and transparency \u0026 trust. Both do browser automation.\n\n- Skyvern: grade B, 63.1/100, rank #369 of 842. Markdown https://www.anchorterminal.com/tools/skyvern.md · JSON https://www.anchorterminal.com/api/v1/tools/skyvern.json\n- TinyFish: grade B, 67.7/100, rank #227 of 842. Markdown https://www.anchorterminal.com/tools/tinyfish.md · JSON https://www.anchorterminal.com/api/v1/tools/tinyfish.json\n\n## Which one, for what\n\n### Skyvern (B)\n\nGood for: Agents that must finish a multi-step job on sites with logins, 2FA and forms, where stored credentials, saved workflows and cached scripts matter more than raw browser time.\n\nAhead on:\n- Maintenance \u0026 community, 85 against 80\n- Transparency \u0026 trust, 72 against 59\n\nAlso in its favour:\n- Runs on your own machine\n- Open source\n\nWatch for: Every API key and OAuth token has full organisation authority. The docs state there are no read-only, per-endpoint or per-resource keys\n\n### TinyFish (B)\n\nGood for: Agents that want one account for a goal-driven web agent, a raw CDP browser, and free search and fetch.\n\nAhead on:\n- Payments \u0026 pricing, 55 against 32\n\nAlso in its favour:\n- No incidents deducted, where Skyvern loses 3 points for them\n\nWatch for: The terms of 17 August 2026 allow Tiny Fish to train and improve its models on customer data. No opt-out was found in the reviewed pages\n\n\n## Score by category\n\n| Category | Weight | Skyvern | TinyFish | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 57 | 60 | TinyFish +3 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 88 | 85 | Skyvern +3 |\n| Agent ergonomics | 13% (16.2 this run) | 76 | 79 | TinyFish +3 |\n| Security \u0026 auth | 14% (17.5 this run) | 59 | 57 | Skyvern +2 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 32 | 55 | TinyFish +23 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 85 | 80 | Skyvern +5 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 72 | 59 | Skyvern +13 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **63.1 · B** | **67.7 · B** | |\n\n## Facts side by side\n\n| Fact | Skyvern | TinyFish |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Ikonomos Inc. (Skyvern) | Tiny Fish, Inc. |\n| Hosted endpoint | `https://api.skyvern.com/v1` | `https://agent.tinyfish.ai` |\n| Transports | HTTP, Streamable HTTP, stdio | HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository | Proprietary service under Tiny Fish's terms of service. The MCP proxy `@tiny-fish/mcp` and the cookbook are MIT. The SDK packages state no licence in npm or PyPI metadata |\n| Tools exposed | 114 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `io.github.Skyvern-AI/skyvern` | `ai.tinyfish.agent/web-agent` |\n| Last release | 2026-10-01 | 2026-10-07 |\n| Terms last updated | 2026-02-27 | 2026-08-17 |\n| Privacy policy last updated | 2026-10-01 | 2025-12-14 |\n| Customer content may train models | yes, with an opt-out | yes |\n| Terms restrict automated access | not found in the text | yes |\n| Terms restrict benchmarking | not found in the text | yes |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | yes | yes |\n| Popularity | 23k stars, 3.2k npm/wk, 1.6k PyPI/wk | 5.7k npm/wk, 6.5k PyPI/wk |\n\n## Verdicts\n\n**Skyvern.** The hosted MCP server annotates every tool as read-only or destructive and can advertise a 29 or 32-tool subset in place of 114, and the API has a written six-month deprecation policy. Every key and OAuth token carries full organisation authority, with no read-only or scoped credential, and no request rate limits are documented.\n\n**TinyFish.** OpenAPI documents are published for five APIs, errors carry typed codes and request IDs, and Search and Fetch are free within daily allowances. The terms let Tiny Fish train its models on customer data, run creation takes no idempotency keys, and the status page shows an hour or more of downtime on several days for the Browser and Search APIs.\n\n## Before you call either\n\n### Skyvern\n\n1. Connect to https://api.skyvern.com/mcp/x/lean or /x/operate, or send `X-Skyvern-Scope`, so the client loads 32 or 29 tools. The scope filters the list and does not limit permissions\n2. Use a separate Skyvern organisation for each blast radius. Any key or OAuth token can read and write stored credentials and delete workflows\n3. Never pass passwords to `skyvern_act` or `skyvern_type`. Store them as credentials and call `skyvern_login`\n4. Set `max_steps` on tasks, or `x-max-steps-override` on agent runs, to cap credits. A run that reaches the cap ends as `timed_out`\n5. On 503 from POST /v1/run/agents, wait `Retry-After` seconds. No run was created, so resubmitting is safe\n\n### TinyFish\n\n1. Check `result` as well as `status`. A run can be `COMPLETED` while the goal failed, with `result.status` set to `failure`\n2. Don't retry `POST /v1/automation/run` blindly after a timeout. There are no idempotency keys, so list runs first to avoid duplicates\n3. Use `/v1/automation/run-async` or `/run-sse` when a run may need cancelling. Runs started with the synchronous endpoint can't be cancelled\n4. Allow 60 seconds for Browser session creation, connect Playwright to `cdp_url` (not `base_url`), and `DELETE` the session when done because billing is per minute\n5. Never put passwords in `goal`, which is logged. Pass `use_vault: true` with `credential_item_ids`, or `use_profile: true` for saved login state\n\n## Questions\n\n### Which is better for AI agents, Skyvern or TinyFish?\n\nTinyFish scores 67.7 (B) on agent readiness against Skyvern's 63.1 (B), and leads in 3 of 7 scored categories. Skyvern leads on maintenance \u0026 community and transparency \u0026 trust.\n\n### Do Skyvern and TinyFish need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call Skyvern and TinyFish without installing anything?\n\nYes. Skyvern has a hosted endpoint at https://api.skyvern.com/v1 and TinyFish at https://agent.tinyfish.ai.\n\n### Are Skyvern and TinyFish open source?\n\nSkyvern is open source (AGPL-3.0 for the open-source server, SDKs and MCP server. Skyvern Cloud is a proprietary service under Skyvern's terms, and its anti-bot measures aren't in the repository). No open-source release is listed for TinyFish.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/skyvern-vs-tinyfish.json, and with the fewest tokens: https://www.anchorterminal.com/compare/skyvern-vs-tinyfish.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"skyvern\", \"b\": \"tinyfish\"}`. From a terminal: `anchor compare skyvern tinyfish`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/skyvern.json and https://www.anchorterminal.com/api/v1/tools/tinyfish.json\n\n## Other comparisons with Skyvern or TinyFish\n\n- [agent-browser vs Skyvern](https://www.anchorterminal.com/compare/agent-browser-vs-skyvern.md)\n- [agent-browser vs TinyFish](https://www.anchorterminal.com/compare/agent-browser-vs-tinyfish.md)\n- [Airtop vs Skyvern](https://www.anchorterminal.com/compare/airtop-vs-skyvern.md)\n- [Airtop vs TinyFish](https://www.anchorterminal.com/compare/airtop-vs-tinyfish.md)\n- [Anchor Browser vs Skyvern](https://www.anchorterminal.com/compare/anchor-browser-vs-skyvern.md)\n- [Anchor Browser vs TinyFish](https://www.anchorterminal.com/compare/anchor-browser-vs-tinyfish.md)\n- [Browser Use vs Skyvern](https://www.anchorterminal.com/compare/browser-use-vs-skyvern.md)\n- [Browser Use vs TinyFish](https://www.anchorterminal.com/compare/browser-use-vs-tinyfish.md)\n- [Browserless vs Skyvern](https://www.anchorterminal.com/compare/browserless-vs-skyvern.md)\n- [Browserless vs TinyFish](https://www.anchorterminal.com/compare/browserless-vs-tinyfish.md)\n- [Chrome DevTools MCP vs Skyvern](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-skyvern.md)\n- [Chrome DevTools MCP vs TinyFish](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-tinyfish.md)\n- [Hyperbrowser vs Skyvern](https://www.anchorterminal.com/compare/hyperbrowser-vs-skyvern.md)\n- [Hyperbrowser vs TinyFish](https://www.anchorterminal.com/compare/hyperbrowser-vs-tinyfish.md)\n- [Notte vs Skyvern](https://www.anchorterminal.com/compare/notte-vs-skyvern.md)\n- [Notte vs TinyFish](https://www.anchorterminal.com/compare/notte-vs-tinyfish.md)\n- [Playwright MCP vs Skyvern](https://www.anchorterminal.com/compare/playwright-mcp-vs-skyvern.md)\n- [Playwright MCP vs TinyFish](https://www.anchorterminal.com/compare/playwright-mcp-vs-tinyfish.md)\n- [Puppeteer (archived MCP reference server) vs Skyvern](https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-skyvern.md)\n- [Puppeteer (archived MCP reference server) vs TinyFish](https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-tinyfish.md)\n- [Skyvern vs Steel](https://www.anchorterminal.com/compare/skyvern-vs-steel.md)\n- [Steel vs TinyFish](https://www.anchorterminal.com/compare/steel-vs-tinyfish.md)\n- [Browserbase vs Skyvern](https://www.anchorterminal.com/compare/browserbase-vs-skyvern.md)\n- [Browserbase vs TinyFish](https://www.anchorterminal.com/compare/browserbase-vs-tinyfish.md)\n",
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    "description": "TinyFish scores 67.7 (B) on agent readiness against Skyvern's 63.1 (B), and leads in 3 of 7 scored categories. Skyvern leads on maintenance \u0026 community and transparency \u0026 trust. Both do browser automation. Category scores, facts, verdicts and agent notes side by side.",
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    "title": "Skyvern vs TinyFish for AI agents, B 63.1 vs B 67.7 | Anchor Terminal",
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