{
  "data": {
    "a": {
      "slug": "browser-use",
      "name": "Browser Use",
      "vendor": "Browser Use",
      "vendorUrl": "https://browser-use.com",
      "kind": "http-api",
      "category": "browser",
      "summary": "Browser Use runs AI agents that operate a web browser. It has an MIT Python library and CLI, and a hosted cloud with an agent API, managed browsers over CDP and an MCP server.",
      "url": "https://www.anchorterminal.com/tools/browser-use",
      "markdownUrl": "https://www.anchorterminal.com/tools/browser-use.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/browser-use.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/browser-use.json",
      "repo": "https://github.com/browser-use/browser-use",
      "license": "MIT for the open-source library and the SDK. Browser Use Cloud is a proprietary service under Browser Use's terms of service",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://api.browser-use.com/api/v4",
      "packages": [
        {
          "registry": "pypi",
          "name": "browser-use-sdk"
        },
        {
          "registry": "npm",
          "name": "browser-use-sdk"
        },
        {
          "registry": "pypi",
          "name": "browser-use"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve API key from cloud.browser-use.com, sent as the `X-Browser-Use-API-Key` header with no Bearer prefix. Keys start with `bu_`, belong to one project and share its credits and concurrency. A key can carry a monthly spending cap, which is a soft limit. No scopes were found in the docs. EU keys are separate and work only on api.eu.browser-use.com. The x402 host authenticates by wallet signature with no key.",
      "pricing": "usage",
      "pricingNotes": "Pay as you go from prepaid credits, minimum top-up $5, no subscription and no expiry. Browsers $0.02 an hour, rounded up to whole minutes, plus traffic at $5 a GB through the managed residential proxy (on by default) or $0.20 a GB direct or through your own proxy. Hosted agents cost model tokens plus a 20 per cent fee, plus browser time and traffic. $1 of free credit once for eligible Google, GitHub or Microsoft signups, no card. An agent with a wallet can start without an account by x402 (https://browser-use.com/pricing, https://docs.browser-use.com/cloud/guides/x402.md).",
      "priceSummary": "$0.02 / browser-hr",
      "where": "both",
      "x402": {
        "level": "yes",
        "evidence": "x402 on https://x402.api.browser-use.com, which the docs say exposes every /api/v2 and /api/v3 route with an x402 challenge in place of API key auth. USDC on Base mainnet, signed with EIP-3009, no account or API key. Payments are credit top-ups to a project tied to the wallet, not per-call fees. /api/v4 isn't named as covered (https://docs.browser-use.com/cloud/guides/x402.md, checked 2026-10-08).",
        "endpoints": [
          {
            "url": "https://x402.api.browser-use.com/api/v3/sessions",
            "priceUsd": null,
            "network": "eip155:8453"
          }
        ]
      },
      "toolCount": 7,
      "popularity": {
        "githubStars": 117448,
        "npmWeekly": 106854,
        "pypiWeekly": 2090278,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.browser-use.com",
      "llmsTxt": "https://docs.browser-use.com/llms.txt",
      "openapi": "https://docs.browser-use.com/cloud/openapi/v4.json",
      "registryName": "com.browser-use/browser-use",
      "capabilities": [
        "browser.control",
        "browser.hosted",
        "web.extract"
      ],
      "tags": [
        "official",
        "hosted",
        "open-source",
        "usage",
        "no-card",
        "x402",
        "openapi",
        "llms-txt",
        "mcp",
        "python",
        "typescript",
        "status-page",
        "soc2"
      ],
      "lastRelease": "2026-10-07",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 77.9,
        "grade": "BB",
        "agentReady": true,
        "rank": 17,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 1,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 78,
          "maintenance": 77,
          "payments": 90,
          "reliability": 87,
          "schema": 85,
          "security": 59,
          "transparency": 65
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "The hosted cloud accepts x402 top-ups in USDC on Base with no account or API key, and publishes prices, rate limits and three OpenAPI documents. The privacy policy says inputs are used to train Browser Use's models, API keys have no documented scopes, and no prompt-injection guidance was found in the docs.",
        "bestFor": "An agent that wants to hand a whole browser task to a hosted agent and get a result back, or that needs a low-cost cloud browser over CDP, and for unattended agents that can pay by x402.",
        "strengths": [
          "x402 host at x402.api.browser-use.com takes USDC on Base with no account or API key, and wallet top-ups start at $0.01",
          "Public prices without login, $0.02 a browser-hour, proxy traffic $5 a GB, model tokens plus a 20 per cent fee",
          "OpenAPI 3.1.0 documents for API v2, v3 and v4, llms.txt and Markdown copies of every docs page",
          "Rate limits published with numbers, and 429 bodies carry `limit_rps` and `retry_after_seconds` beside Retry-After",
          "Secret bindings limit each credential to at most 20 named hostnames, and a run takes a `maxCostUsd` cap"
        ],
        "weaknesses": [
          "The privacy policy says inputs are used to train Browser Use's AI models, with no opt-out described outside Enterprise zero data retention",
          "No scopes or permissions documented for API keys, and the per-key monthly spending cap is a soft limit",
          "No prompt-injection guidance found in the cloud docs, though agents read untrusted pages",
          "No idempotency key on `POST /runs`, and a client timeout leaves the billable run active",
          "The terms allow the service to be changed or discontinued with or without notice, and no deprecation policy was found"
        ],
        "agentNotes": [
          "Send the key as `X-Browser-Use-API-Key` with no Bearer prefix. A Bearer header returns 401",
          "Stop browsers with `PATCH /api/v4/browsers/{id}` and `{\"action\":\"stop\"}`. Closing CDP or the SDK client leaves the browser billing",
          "Poll `GET /runs/{id}/status`, not the full run, and wait for the returned Retry-After on 429, which can be 300 seconds at the edge",
          "Before resubmitting after a timeout, read the existing run's status. The server keeps running and may already have submitted a form",
          "With a wallet and no key, call x402.api.browser-use.com on `/api/v2` or `/api/v3` routes. A task stops with INSUFFICIENT_CREDITS if credit runs out mid-run"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 77.9
          }
        ],
        "editorialScores": {
          "ergonomics": 78,
          "maintenance": 77,
          "payments": 90,
          "reliability": 87,
          "schema": 85,
          "security": 59,
          "transparency": 51
        },
        "provenanceScore": 78
      },
      "connect": {
        "install": "pip install --upgrade browser-use-sdk",
        "http": "curl https://api.browser-use.com/api/v4/runs -H \"X-Browser-Use-API-Key: $BROWSER_USE_API_KEY\" -H \"Content-Type: application/json\" -d '{\"task\":\"Find the top Hacker News story\"}'",
        "claudeCode": "claude mcp add -t http -H \"x-browser-use-api-key: YOUR_API_KEY\" browser-use https://api.browser-use.com/v3/mcp",
        "config": {
          "mcpServers": {
            "browser-use": {
              "headers": {
                "x-browser-use-api-key": "YOUR_API_KEY"
              },
              "url": "https://api.browser-use.com/v3/mcp"
            }
          }
        },
        "x402": "pip install \"browser-use-sdk[x402]\"\n# set BROWSER_USE_X402_PRIVATE_KEY, then use AsyncBrowserUse from browser_use_sdk.v3, or POST https://x402.api.browser-use.com/api/v3/sessions with an x402 client (USDC on eip155:8453)"
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/browser-use"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Cloud browser",
          "unit": "browser-hour",
          "usd": 0.02,
          "note": "rounded up to whole minutes, one-minute minimum"
        },
        {
          "item": "Residential proxy traffic",
          "unit": "gb",
          "usd": 5,
          "note": "managed proxy, on by default"
        },
        {
          "item": "Direct or own-proxy traffic",
          "unit": "gb",
          "usd": 0.2
        },
        {
          "item": "Agent service fee on model tokens",
          "unit": "pct",
          "usd": 20,
          "note": "added to model cost, plus browser time and traffic"
        },
        {
          "item": "GPT-5.6 Luna input, fee included",
          "unit": "1m-tokens",
          "usd": 0.24,
          "note": "output $1.44, cached input $0.024"
        },
        {
          "item": "Claude Sonnet 5 input, fee included",
          "unit": "1m-tokens",
          "usd": 2.4,
          "note": "output $12.00, cached input $0.24"
        },
        {
          "item": "Claude Opus 5 input, fee included",
          "unit": "1m-tokens",
          "usd": 6,
          "note": "output $30.00, cached input $0.60"
        },
        {
          "item": "BU 2.0 model API input",
          "unit": "1m-tokens",
          "usd": 0.6,
          "note": "output $3.50, cached input $0.06"
        }
      ],
      "provenance": {
        "legalEntity": "Browser Use, Inc.",
        "domain": "browser-use.com",
        "domainRegistered": "2024-11-11",
        "endpointOnVendorDomain": true,
        "terms": "https://browser-use.com/legal/terms-of-service",
        "privacy": "https://browser-use.com/privacy",
        "statusPage": "https://status.browser-use.com",
        "changelog": "https://browser-use.com/changelog",
        "securityTxt": "valid",
        "checked": "2026-10-08",
        "notes": [
          "The privacy policy names Browser Use, Inc. as the responsible entity. The terms of service, last revised 15 July 2026, name Browser Use Inc. and say it is headquartered in the United States.",
          "browser-use.com/.well-known/security.txt gives security@browser-use.com and the SOC 2 page as contact and policy, with a Canonical line and no Expires field, which RFC 9116 requires.",
          "RDAP for browser-use.com gives a registration date of 2024-11-11.",
          "The API, the x402 host, the EU API and the MCP server all answer on browser-use.com subdomains.",
          "The DPA of 30 July 2026 links the sub-processor list in a Vanta trust centre, which we didn't read."
        ],
        "score": 78
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/browser-use.json",
      "live": {
        "slug": "browser-use",
        "probe": {
          "target": "https://api.browser-use.com/api/v4",
          "method": "get",
          "lastAt": "2026-10-09T09:26:45.574707645Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 415,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 399,
          "p95ms24h": 468,
          "samples24h": 194,
          "samples30d": 194,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 93,
              "ok": 93
            },
            {
              "date": "2026-10-09",
              "probes": 101,
              "ok": 101
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.browser-use.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-09T07:57:40.635726042Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "browser-use/browser-use",
            "version": "0.13.11",
            "released": "2026-10-07",
            "seenAt": "2026-10-08T16:03:57.128680866Z"
          },
          {
            "registry": "mcp-registry",
            "name": "com.browser-use/browser-use",
            "version": "0.13.5",
            "seenAt": "2026-10-09T02:57:46.004536428Z"
          },
          {
            "registry": "npm",
            "name": "browser-use-sdk",
            "version": "3.11.3",
            "seenAt": "2026-10-08T16:03:54.64489162Z"
          },
          {
            "registry": "pypi",
            "name": "browser-use",
            "version": "0.13.11",
            "released": "2026-10-07",
            "seenAt": "2026-10-08T16:03:57.118403182Z"
          },
          {
            "registry": "pypi",
            "name": "browser-use-sdk",
            "version": "3.11.3",
            "released": "2026-09-04",
            "seenAt": "2026-10-08T16:03:51.553845048Z"
          }
        ],
        "githubStars": 117489,
        "npmWeekly": 106854,
        "pypiWeekly": 1988477,
        "securityTxt": {
          "url": "https://browser-use.com/.well-known/security.txt",
          "state": "valid",
          "checkedAt": "2026-10-08T15:38:31.486316829Z"
        },
        "pages": [
          {
            "url": "https://browser-use.com/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:15:52.4056577Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "e7ba101972fd"
          },
          {
            "url": "https://browser-use.com/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:15:56.607383979Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "6a7e4554a766"
          },
          {
            "url": "https://browser-use.com/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-08T18:15:58.452258616Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "eae34689aea2"
          },
          {
            "url": "https://browser-use.com/legal/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:15:54.631348148Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "71b9761ec4ab"
          }
        ],
        "updatedAt": "2026-10-09T09:26:45.574707645Z"
      }
    },
    "answer": "Browser Use scores 77.9 (BB) on agent readiness against TinyFish's 67.7 (B), and leads in 4 of 7 scored categories.",
    "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": "2026-10-09T09:27:07.559977621Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 608,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 645,
          "p95ms24h": 705,
          "samples24h": 20,
          "samples30d": 20,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 20,
              "ok": 20
            }
          ]
        },
        "vendorStatus": {
          "page": "https://agent.tinyfish.ai/status",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-09T07:58:36.020771067Z"
        },
        "updatedAt": "2026-10-09T09:27:07.559977621Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Browser Use",
        "b": "Tiny Fish, Inc.",
        "name": "Vendor"
      },
      {
        "a": "https://api.browser-use.com/api/v4",
        "b": "https://agent.tinyfish.ai",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP, stdio",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT for the open-source library and the SDK. Browser Use Cloud is a proprietary service under Browser Use's terms of service",
        "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": "7",
        "b": "none",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "com.browser-use/browser-use",
        "b": "ai.tinyfish.agent/web-agent",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-07",
        "b": "2026-10-07",
        "name": "Last release"
      },
      {
        "a": "2026-07-15",
        "b": "2026-08-17",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "2025-12-14",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "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": "117k stars, 107k npm/wk, 2.1M PyPI/wk",
        "b": "5.7k npm/wk, 6.5k PyPI/wk",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Browser Use scores 77.9 (BB) on agent readiness against TinyFish's 67.7 (B), and leads in 4 of 7 scored categories.",
        "question": "Which is better for AI agents, Browser Use or TinyFish?"
      },
      {
        "answer": "Browser Use needs an API key. TinyFish takes an API key or an OAuth sign-in. An agent can also pay Browser Use per call over x402, with no account.",
        "question": "Do Browser Use and TinyFish need an API key?"
      },
      {
        "answer": "Yes. Browser Use has a hosted endpoint at https://api.browser-use.com/api/v4 and TinyFish at https://agent.tinyfish.ai.",
        "question": "Can an agent call Browser Use and TinyFish without installing anything?"
      },
      {
        "answer": "Browser Use is open source (MIT for the open-source library and the SDK. Browser Use Cloud is a proprietary service under Browser Use's terms of service). No open-source release is listed for TinyFish.",
        "question": "Are Browser Use and TinyFish open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 87 against 60",
          "Payments \u0026 pricing, 90 against 55",
          "Transparency \u0026 trust, 65 against 59"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "An agent can pay per call over x402, with no account",
          "Runs on your own machine",
          "Open source"
        ],
        "goodFor": "An agent that wants to hand a whole browser task to a hosted agent and get a result back, or that needs a low-cost cloud browser over CDP, and for unattended agents that can pay by x402.",
        "slug": "browser-use",
        "watchFor": "The privacy policy says inputs are used to train Browser Use's AI models, with no opt-out described outside Enterprise zero data retention"
      },
      {
        "aheadOn": null,
        "also": null,
        "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-browser-use.json",
        "title": "agent-browser vs Browser Use",
        "url": "https://www.anchorterminal.com/compare/agent-browser-vs-browser-use"
      },
      {
        "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-browser-use.json",
        "title": "Airtop vs Browser Use",
        "url": "https://www.anchorterminal.com/compare/airtop-vs-browser-use"
      },
      {
        "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-browser-use.json",
        "title": "Anchor Browser vs Browser Use",
        "url": "https://www.anchorterminal.com/compare/anchor-browser-vs-browser-use"
      },
      {
        "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-browserbase.json",
        "title": "Browser Use vs Browserbase",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-browserbase"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-browserless.json",
        "title": "Browser Use vs Browserless",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-browserless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-chrome-devtools-mcp.json",
        "title": "Browser Use vs Chrome DevTools MCP",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-chrome-devtools-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-hyperbrowser.json",
        "title": "Browser Use vs Hyperbrowser",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-hyperbrowser"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-notte.json",
        "title": "Browser Use vs Notte",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-notte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-playwright-mcp.json",
        "title": "Browser Use vs Playwright MCP",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-playwright-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browser-use-vs-puppeteer-reference-server-archived.json",
        "title": "Browser Use vs Puppeteer (archived MCP reference server)",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-puppeteer-reference-server-archived"
      },
      {
        "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-steel.json",
        "title": "Browser Use vs Steel",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-steel"
      },
      {
        "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-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-tinyfish.json",
        "title": "Hyperbrowser vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/hyperbrowser-vs-tinyfish"
      },
      {
        "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-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-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-tinyfish.json",
        "title": "Skyvern vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/skyvern-vs-tinyfish"
      },
      {
        "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-tinyfish.json",
        "title": "Browserbase vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/browserbase-vs-tinyfish"
      }
    ],
    "scores": [
      {
        "browser-use": 87,
        "by": 27,
        "edge": "browser-use",
        "key": "reliability",
        "name": "Reliability",
        "tinyfish": 60,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "browser-use": 85,
        "by": 0,
        "edge": "",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "tinyfish": 85,
        "weight": 13
      },
      {
        "browser-use": 78,
        "by": 1,
        "edge": "tinyfish",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "tinyfish": 79,
        "weight": 13
      },
      {
        "browser-use": 59,
        "by": 2,
        "edge": "browser-use",
        "key": "security",
        "name": "Security \u0026 auth",
        "tinyfish": 57,
        "weight": 14
      },
      {
        "browser-use": 90,
        "by": 35,
        "edge": "browser-use",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "tinyfish": 55,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "browser-use": 77,
        "by": 3,
        "edge": "tinyfish",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "tinyfish": 80,
        "weight": 7
      },
      {
        "browser-use": 65,
        "by": 6,
        "edge": "browser-use",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "tinyfish": 59,
        "weight": 7
      }
    ],
    "summary": "Browser Use scores 77.9 (BB) on agent readiness against TinyFish's 67.7 (B), and leads in 4 of 7 scored categories. Both do browser automation. Browser Use accepts x402. TinyFish doesn't.",
    "verdicts": {
      "browser-use": "The hosted cloud accepts x402 top-ups in USDC on Base with no account or API key, and publishes prices, rate limits and three OpenAPI documents. The privacy policy says inputs are used to train Browser Use's models, API keys have no documented scopes, and no prompt-injection guidance was found in the docs.",
      "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."
    }
  },
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  "links": {
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    "json": "https://www.anchorterminal.com/compare/browser-use-vs-tinyfish.json",
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  "markdown": "Browser Use scores 77.9 (BB) on agent readiness against TinyFish's 67.7 (B), and leads in 4 of 7 scored categories. Both do browser automation. Browser Use accepts x402. TinyFish doesn't.\n\n- Browser Use: grade BB, 77.9/100, rank #17 of 842. Markdown https://www.anchorterminal.com/tools/browser-use.md · JSON https://www.anchorterminal.com/api/v1/tools/browser-use.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### Browser Use (BB)\n\nGood for: An agent that wants to hand a whole browser task to a hosted agent and get a result back, or that needs a low-cost cloud browser over CDP, and for unattended agents that can pay by x402.\n\nAhead on:\n- Reliability, 87 against 60\n- Payments \u0026 pricing, 90 against 55\n- Transparency \u0026 trust, 65 against 59\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- An agent can pay per call over x402, with no account\n- Runs on your own machine\n- Open source\n\nWatch for: The privacy policy says inputs are used to train Browser Use's AI models, with no opt-out described outside Enterprise zero data retention\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\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 | Browser Use | TinyFish | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 87 | 60 | Browser Use +27 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 85 | 85 | even |\n| Agent ergonomics | 13% (16.2 this run) | 78 | 79 | TinyFish +1 |\n| Security \u0026 auth | 14% (17.5 this run) | 59 | 57 | Browser Use +2 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 90 | 55 | Browser Use +35 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 77 | 80 | TinyFish +3 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 65 | 59 | Browser Use +6 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **77.9 · BB** | **67.7 · B** | |\n\n## Facts side by side\n\n| Fact | Browser Use | TinyFish |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Browser Use | Tiny Fish, Inc. |\n| Hosted endpoint | `https://api.browser-use.com/api/v4` | `https://agent.tinyfish.ai` |\n| Transports | HTTP, Streamable HTTP, stdio | HTTP |\n| Auth | API key | OAuth or key |\n| Pricing | Pay per use | Freemium |\n| x402 | yes | no |\n| Licence | MIT for the open-source library and the SDK. Browser Use Cloud is a proprietary service under Browser Use's terms of service | 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 | 7 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `com.browser-use/browser-use` | `ai.tinyfish.agent/web-agent` |\n| Last release | 2026-10-07 | 2026-10-07 |\n| Terms last updated | 2026-07-15 | 2026-08-17 |\n| Privacy policy last updated | no date given | 2025-12-14 |\n| Customer content may train models | yes | yes |\n| Terms restrict automated access | yes | yes |\n| Terms restrict benchmarking | yes | yes |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | yes | yes |\n| Popularity | 117k stars, 107k npm/wk, 2.1M PyPI/wk | 5.7k npm/wk, 6.5k PyPI/wk |\n\n## Verdicts\n\n**Browser Use.** The hosted cloud accepts x402 top-ups in USDC on Base with no account or API key, and publishes prices, rate limits and three OpenAPI documents. The privacy policy says inputs are used to train Browser Use's models, API keys have no documented scopes, and no prompt-injection guidance was found in the docs.\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### Browser Use\n\n1. Send the key as `X-Browser-Use-API-Key` with no Bearer prefix. A Bearer header returns 401\n2. Stop browsers with `PATCH /api/v4/browsers/{id}` and `{\"action\":\"stop\"}`. Closing CDP or the SDK client leaves the browser billing\n3. Poll `GET /runs/{id}/status`, not the full run, and wait for the returned Retry-After on 429, which can be 300 seconds at the edge\n4. Before resubmitting after a timeout, read the existing run's status. The server keeps running and may already have submitted a form\n5. With a wallet and no key, call x402.api.browser-use.com on `/api/v2` or `/api/v3` routes. A task stops with INSUFFICIENT_CREDITS if credit runs out mid-run\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, Browser Use or TinyFish?\n\nBrowser Use scores 77.9 (BB) on agent readiness against TinyFish's 67.7 (B), and leads in 4 of 7 scored categories.\n\n### Do Browser Use and TinyFish need an API key?\n\nBrowser Use needs an API key. TinyFish takes an API key or an OAuth sign-in. An agent can also pay Browser Use per call over x402, with no account.\n\n### Can an agent call Browser Use and TinyFish without installing anything?\n\nYes. Browser Use has a hosted endpoint at https://api.browser-use.com/api/v4 and TinyFish at https://agent.tinyfish.ai.\n\n### Are Browser Use and TinyFish open source?\n\nBrowser Use is open source (MIT for the open-source library and the SDK. Browser Use Cloud is a proprietary service under Browser Use's terms of service). No open-source release is listed for TinyFish.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/browser-use-vs-tinyfish.json, and with the fewest tokens: https://www.anchorterminal.com/compare/browser-use-vs-tinyfish.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"browser-use\", \"b\": \"tinyfish\"}`. From a terminal: `anchor compare browser-use tinyfish`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/browser-use.json and https://www.anchorterminal.com/api/v1/tools/tinyfish.json\n\n## Other comparisons with Browser Use or TinyFish\n\n- [agent-browser vs Browser Use](https://www.anchorterminal.com/compare/agent-browser-vs-browser-use.md)\n- [agent-browser vs TinyFish](https://www.anchorterminal.com/compare/agent-browser-vs-tinyfish.md)\n- [Airtop vs Browser Use](https://www.anchorterminal.com/compare/airtop-vs-browser-use.md)\n- [Airtop vs TinyFish](https://www.anchorterminal.com/compare/airtop-vs-tinyfish.md)\n- [Anchor Browser vs Browser Use](https://www.anchorterminal.com/compare/anchor-browser-vs-browser-use.md)\n- [Anchor Browser vs TinyFish](https://www.anchorterminal.com/compare/anchor-browser-vs-tinyfish.md)\n- [Browser Use vs Browserbase](https://www.anchorterminal.com/compare/browser-use-vs-browserbase.md)\n- [Browser Use vs Browserless](https://www.anchorterminal.com/compare/browser-use-vs-browserless.md)\n- [Browser Use vs Chrome DevTools MCP](https://www.anchorterminal.com/compare/browser-use-vs-chrome-devtools-mcp.md)\n- [Browser Use vs Hyperbrowser](https://www.anchorterminal.com/compare/browser-use-vs-hyperbrowser.md)\n- [Browser Use vs Notte](https://www.anchorterminal.com/compare/browser-use-vs-notte.md)\n- [Browser Use vs Playwright MCP](https://www.anchorterminal.com/compare/browser-use-vs-playwright-mcp.md)\n- [Browser Use vs Puppeteer (archived MCP reference server)](https://www.anchorterminal.com/compare/browser-use-vs-puppeteer-reference-server-archived.md)\n- [Browser Use vs Skyvern](https://www.anchorterminal.com/compare/browser-use-vs-skyvern.md)\n- [Browser Use vs Steel](https://www.anchorterminal.com/compare/browser-use-vs-steel.md)\n- [Browserless vs TinyFish](https://www.anchorterminal.com/compare/browserless-vs-tinyfish.md)\n- [Chrome DevTools MCP vs TinyFish](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-tinyfish.md)\n- [Hyperbrowser vs TinyFish](https://www.anchorterminal.com/compare/hyperbrowser-vs-tinyfish.md)\n- [Notte vs TinyFish](https://www.anchorterminal.com/compare/notte-vs-tinyfish.md)\n- [Playwright MCP vs TinyFish](https://www.anchorterminal.com/compare/playwright-mcp-vs-tinyfish.md)\n- [Puppeteer (archived MCP reference server) vs TinyFish](https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-tinyfish.md)\n- [Skyvern vs TinyFish](https://www.anchorterminal.com/compare/skyvern-vs-tinyfish.md)\n- [Steel vs TinyFish](https://www.anchorterminal.com/compare/steel-vs-tinyfish.md)\n- [Browserbase vs TinyFish](https://www.anchorterminal.com/compare/browserbase-vs-tinyfish.md)\n",
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    "description": "Browser Use scores 77.9 (BB) on agent readiness against TinyFish's 67.7 (B), and leads in 4 of 7 scored categories. Both do browser automation. Browser Use accepts x402. TinyFish doesn't. Category scores, facts, verdicts and agent notes side by side.",
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    "title": "Browser Use vs TinyFish for AI agents, BB 77.9 vs B 67.7",
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