{
  "data": {
    "a": {
      "slug": "steel",
      "name": "Steel",
      "vendor": "Nen Labs, Inc.",
      "vendorUrl": "https://steel.dev",
      "kind": "http-api",
      "category": "browser",
      "summary": "Steel runs cloud browser sessions for AI agents, controlled through a REST API, a CDP WebSocket, SDKs, a CLI and an official MCP server. Its browser runtime, steel-browser, is open source and can be self-hosted.",
      "url": "https://www.anchorterminal.com/tools/steel",
      "markdownUrl": "https://www.anchorterminal.com/tools/steel.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/steel.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/steel.json",
      "repo": "https://github.com/steel-dev/steel-browser",
      "license": "Proprietary cloud service under Steel's terms. steel-browser and the Node and Python SDKs are Apache-2.0. The MCP server and the CLI are MIT",
      "transports": [
        "http",
        "stdio"
      ],
      "remoteUrl": "https://api.steel.dev",
      "packages": [
        {
          "registry": "npm",
          "name": "steel-sdk"
        },
        {
          "registry": "pypi",
          "name": "steel-sdk"
        },
        {
          "registry": "npm",
          "name": "@steel-dev/cli"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve API key from the dashboard at app.steel.dev, sent in the `steel-api-key` header. Keys are named, shown once and revoked by deletion, and the dashboard shows when each was last used. A global key covers the whole organisation, and `POST /v1/api-keys` lets a global key create keys bound to one project. No per-permission scopes were found. CDP connections pass the key as the `apiKey` query parameter on `wss://connect.steel.dev`. The x402 endpoints need no key. A self-hosted steel-browser needs no key.",
      "pricing": "freemium",
      "pricingNotes": "Launch is $0 plus usage with $30 of one-time credit valid for 90 days, and the quickstart says no card is required. Browser time is $0.10 an hour on Launch and $0.08 on Scale ($250 a month with $100 of monthly credit), billed by the minute and rounded up. Proxy traffic is $10 or $6 a GB, CAPTCHA solves $3 or $1 per 1,000, and scrape, screenshot and PDF calls $5 per 1,000. CAPTCHA solving and managed proxies on Launch need $10 of paid balance. The same three calls cost $0.01 each by x402. Enterprise is priced through sales. Self-hosted steel-browser is free (https://docs.steel.dev/overview/pricinglimits, checked 2026-10-08).",
      "priceSummary": "$0.01 / call",
      "where": "both",
      "x402": {
        "level": "yes",
        "evidence": "x402 version 2 on https://x402.steel.dev for scrape, screenshot and PDF at $0.01 a call in USDC on Base or Solana, with no account or API key (https://docs.steel.dev/integrations/x402). An unpaid POST to /v1/scrape on 2026-10-08 returned 402 with a payment-required header for 10000 base units on eip155:8453 and Solana mainnet. The header names https://api.paysponge.com/v1/scrape as the resource, so a third party appears to run the payment layer. Browser sessions and api.steel.dev aren't covered.",
        "endpoints": [
          {
            "url": "https://x402.steel.dev/v1/scrape",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          },
          {
            "url": "https://x402.steel.dev/v1/screenshot",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          },
          {
            "url": "https://x402.steel.dev/v1/pdf",
            "priceUsd": 0.01,
            "network": "eip155:8453"
          }
        ]
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 46988,
        "pypiWeekly": 63315,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.steel.dev",
      "llmsTxt": "https://docs.steel.dev/llms.txt",
      "openapi": "https://docs.steel.dev/openapi.json",
      "capabilities": [
        "browser.control",
        "browser.hosted",
        "browser.debug",
        "web.scrape",
        "web.fetch",
        "scraping.proxies",
        "scraping.anti-bot",
        "pdf.generate"
      ],
      "tags": [
        "official",
        "hosted",
        "self-hosted",
        "open-source",
        "freemium",
        "no-card",
        "x402",
        "openapi",
        "llms-txt",
        "mcp",
        "python",
        "typescript",
        "proxies",
        "status-page"
      ],
      "lastRelease": "2026-10-02",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 70.4,
        "grade": "BB",
        "agentReady": true,
        "rank": 149,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 5,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 79,
          "maintenance": 82,
          "payments": 75,
          "reliability": 58,
          "schema": 86,
          "security": 56,
          "transparency": 64
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "The hosted API has a public OpenAPI document, per-unit prices, $30 of starting credit and x402 payment for scrape, screenshot and PDF calls. The status page records three API or session-creation incidents of more than an hour in 90 days, and the documented CDP connection puts the API key in the URL.",
        "bestFor": "Agents that need a real cloud browser with persistent profiles, stored logins, CAPTCHA solving and a human takeover path, and teams that want an open-source runtime they can also self-host.",
        "strengths": [
          "OpenAPI 3.0.3 document with 75 operations, llms.txt and a Markdown twin of every docs page",
          "x402 at x402.steel.dev for scrape, screenshot and PDF at $0.01 a call in USDC on Base or Solana, with no account",
          "Per-unit prices published without login, and $30 of one-time credit on the Launch plan",
          "Official MCP server with 16 annotated tools, a three-tool scrape profile and page content fenced as untrusted",
          "steel-browser, the browser runtime, is Apache-2.0 and self-hostable with Docker"
        ],
        "weaknesses": [
          "Three incidents of more than an hour hit the API or session creation in the 90 days to 8 October 2026, the longest 5 hours 41 minutes",
          "The documented CDP connection passes the API key as `apiKey` in the `wss://connect.steel.dev` URL",
          "x402 covers the three one-shot endpoints only, so a browser session needs an account and a key",
          "The MCP server is not on npm or in the MCP registry, and `mcp.steel.dev` is not live per its README",
          "No deprecation policy or security.txt found, and the trust centre did not render for our reader"
        ],
        "agentNotes": [
          "Use `POST /v1/scrape` for pages you only need to read. It starts no session and costs $5 per 1,000 calls, or $0.01 a call by x402",
          "Release every session with `POST /v1/sessions/{id}/release` and set `inactivityTimeout`. Browser time bills by the minute, rounded up",
          "Build the CDP URL as `wss://connect.steel.dev?apiKey=\u003ckey\u003e\u0026sessionId=\u003cid\u003e` and keep it out of logs, because it carries the key",
          "Launch sessions end after 15 minutes at most, and `timeout` cannot be changed on a live session",
          "CAPTCHA solving and Steel's managed proxies on Launch need $10 of paid balance. Free credit does not count"
        ],
        "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": 70.4
          }
        ],
        "editorialScores": {
          "ergonomics": 79,
          "maintenance": 82,
          "payments": 75,
          "reliability": 58,
          "schema": 86,
          "security": 56,
          "transparency": 52
        },
        "provenanceScore": 75
      },
      "connect": {
        "install": "npm install steel-sdk",
        "http": "curl -X POST https://api.steel.dev/v1/scrape -H \"steel-api-key: YOUR_KEY\" -H \"Content-Type: application/json\" -d '{\"url\": \"https://example.com\"}'",
        "claudeCode": "claude mcp add steel -e STEEL_API_KEY=your-steel-api-key -- npx -y github:steel-dev/steel-mcp-server",
        "config": {
          "mcpServers": {
            "steel": {
              "args": [
                "-y",
                "github:steel-dev/steel-mcp-server"
              ],
              "command": "npx",
              "env": {
                "STEEL_API_KEY": "\u003cyour-steel-api-key\u003e"
              }
            }
          }
        },
        "x402": "curl -i -X POST https://x402.steel.dev/v1/scrape -H \"Content-Type: application/json\" -d '{\"url\": \"https://example.com\", \"format\": [\"markdown\"]}'"
      },
      "letme": {
        "capability": "https://letme.dev/browser.control",
        "tool": "https://letme.dev/steel"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Browser, Launch plan",
          "unit": "browser-hour",
          "usd": 0.1,
          "note": "Billed by the minute, rounded up"
        },
        {
          "item": "Browser, Scale plan",
          "unit": "browser-hour",
          "usd": 0.08
        },
        {
          "item": "Proxy traffic, Launch",
          "unit": "gb",
          "usd": 10
        },
        {
          "item": "Proxy traffic, Scale",
          "unit": "gb",
          "usd": 6
        },
        {
          "item": "Scrape, screenshot or PDF",
          "unit": "1k-requests",
          "usd": 5
        },
        {
          "item": "Scrape, screenshot or PDF by x402",
          "unit": "call",
          "usd": 0.01,
          "note": "USDC on Base or Solana, no account"
        },
        {
          "item": "CAPTCHA solves, Launch",
          "unit": "1k-requests",
          "usd": 3
        },
        {
          "item": "CAPTCHA solves, Scale",
          "unit": "1k-requests",
          "usd": 1
        },
        {
          "item": "Scale plan",
          "unit": "month",
          "usd": 250,
          "note": "$100 of usage credit each month"
        },
        {
          "item": "Dedicated IP, Scale",
          "unit": "month",
          "usd": 5,
          "note": "Per IP"
        }
      ],
      "provenance": {
        "legalEntity": "Nen Labs, Inc.",
        "domain": "steel.dev",
        "domainRegistered": "2024-07-22",
        "endpointOnVendorDomain": true,
        "terms": "https://steel.dev/terms",
        "privacy": "https://steel.dev/privacy",
        "statusPage": "https://status.steel.dev",
        "changelog": "https://docs.steel.dev/changelog",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The terms (last updated 5 February 2025) and the privacy notice (last updated 5 February 2026) name Nen Labs, Inc., 9450 SW Gemini Dr, PMB 34667, Beaverton, OR 97008, United States, and the terms choose Delaware law.",
          "The docs Legal page links to Google Docs copies of the terms and privacy policy and not to steel.dev/terms and steel.dev/privacy. We read the steel.dev pages.",
          "The API answers at api.steel.dev, CDP at connect.steel.dev and x402 at x402.steel.dev. The x402 payment header names api.paysponge.com as the resource.",
          "steel.dev/.well-known/security.txt and docs.steel.dev/.well-known/security.txt both return 404. The site footer's Security link goes to a Vanta trust centre at trust.steel.dev.",
          "RDAP for steel.dev gives a registration date of 2024-07-22.",
          "Changelog entries are numbered and carry dates in page metadata. Number 038 is dated 2 October 2026."
        ],
        "score": 75
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/steel.json",
      "live": {
        "slug": "steel",
        "probe": {
          "target": "https://api.steel.dev",
          "method": "get",
          "lastAt": "2026-10-09T10:14:28.766766997Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 419,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 425,
          "p95ms24h": 575,
          "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.steel.dev",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-09T07:58:33.559056203Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "steel-dev/steel-browser",
            "version": "v0.5.4-beta",
            "released": "2026-08-25",
            "seenAt": "2026-10-08T16:30:24.00662318Z"
          },
          {
            "registry": "npm",
            "name": "@steel-dev/cli",
            "version": "0.3.1",
            "seenAt": "2026-10-08T16:30:22.800432877Z"
          },
          {
            "registry": "npm",
            "name": "steel-sdk",
            "version": "0.18.0",
            "seenAt": "2026-10-08T16:30:21.796405435Z"
          },
          {
            "registry": "pypi",
            "name": "steel-sdk",
            "version": "0.19.0",
            "released": "2026-06-23",
            "seenAt": "2026-10-08T16:30:22.613655125Z"
          }
        ],
        "githubStars": 7756,
        "npmWeekly": 46988,
        "pypiWeekly": 63315,
        "securityTxt": {
          "url": "https://steel.dev/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:38:32.828125596Z"
        },
        "pages": [
          {
            "url": "https://docs.steel.dev/changelog",
            "kind": "changelog",
            "status": 404,
            "checkedAt": "2026-10-08T18:19:29.693209384Z",
            "changedAt": "0001-01-01T00:00:00Z"
          },
          {
            "url": "https://docs.steel.dev/overview/pricinglimits",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:19:31.90717024Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "b8c6356ee458"
          },
          {
            "url": "https://steel.dev/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-08T18:24:47.574475358Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "574556e30b0e"
          },
          {
            "url": "https://steel.dev/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:24:50.029723662Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "d797ea62e1fb"
          }
        ],
        "updatedAt": "2026-10-09T10:14:28.766766997Z"
      }
    },
    "answer": "Steel scores 70.4 (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": "2026-10-09T10:14:29.961084699Z",
          "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": "Nen Labs, Inc.",
        "b": "Tiny Fish, Inc.",
        "name": "Vendor"
      },
      {
        "a": "https://api.steel.dev",
        "b": "https://agent.tinyfish.ai",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, stdio",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "yes, from $0.01/call",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary cloud service under Steel's terms. steel-browser and the Node and Python SDKs are Apache-2.0. The MCP server and the CLI are MIT",
        "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": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "not listed",
        "b": "ai.tinyfish.agent/web-agent",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-02",
        "b": "2026-10-07",
        "name": "Last release"
      },
      {
        "a": "2025-02-05",
        "b": "2026-08-17",
        "name": "Terms last updated"
      },
      {
        "a": "2026-02-05",
        "b": "2025-12-14",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "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": "47k npm/wk, 63k PyPI/wk",
        "b": "5.7k npm/wk, 6.5k PyPI/wk",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Steel scores 70.4 (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, Steel or TinyFish?"
      },
      {
        "answer": "Steel needs an API key. TinyFish takes an API key or an OAuth sign-in. An agent can also pay Steel per call over x402, with no account.",
        "question": "Do Steel and TinyFish need an API key?"
      },
      {
        "answer": "Yes. Steel has a hosted endpoint at https://api.steel.dev and TinyFish at https://agent.tinyfish.ai.",
        "question": "Can an agent call Steel and TinyFish without installing anything?"
      },
      {
        "answer": "Steel is open source (Proprietary cloud service under Steel's terms. steel-browser and the Node and Python SDKs are Apache-2.0. The MCP server and the CLI are MIT). No open-source release is listed for TinyFish.",
        "question": "Are Steel and TinyFish open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Payments \u0026 pricing, 75 against 55",
          "Transparency \u0026 trust, 64 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": "Agents that need a real cloud browser with persistent profiles, stored logins, CAPTCHA solving and a human takeover path, and teams that want an open-source runtime they can also self-host.",
        "slug": "steel",
        "watchFor": "Three incidents of more than an hour hit the API or session creation in the 90 days to 8 October 2026, the longest 5 hours 41 minutes"
      },
      {
        "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-steel.json",
        "title": "agent-browser vs Steel",
        "url": "https://www.anchorterminal.com/compare/agent-browser-vs-steel"
      },
      {
        "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-steel.json",
        "title": "Airtop vs Steel",
        "url": "https://www.anchorterminal.com/compare/airtop-vs-steel"
      },
      {
        "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-steel.json",
        "title": "Anchor Browser vs Steel",
        "url": "https://www.anchorterminal.com/compare/anchor-browser-vs-steel"
      },
      {
        "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-steel.json",
        "title": "Browser Use vs Steel",
        "url": "https://www.anchorterminal.com/compare/browser-use-vs-steel"
      },
      {
        "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-steel.json",
        "title": "Browserless vs Steel",
        "url": "https://www.anchorterminal.com/compare/browserless-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-steel.json",
        "title": "Chrome DevTools MCP vs Steel",
        "url": "https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-steel"
      },
      {
        "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-steel.json",
        "title": "Hyperbrowser vs Steel",
        "url": "https://www.anchorterminal.com/compare/hyperbrowser-vs-steel"
      },
      {
        "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-steel.json",
        "title": "Notte vs Steel",
        "url": "https://www.anchorterminal.com/compare/notte-vs-steel"
      },
      {
        "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-steel.json",
        "title": "Playwright MCP vs Steel",
        "url": "https://www.anchorterminal.com/compare/playwright-mcp-vs-steel"
      },
      {
        "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-steel.json",
        "title": "Puppeteer (archived MCP reference server) vs Steel",
        "url": "https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-steel"
      },
      {
        "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/skyvern-vs-tinyfish.json",
        "title": "Skyvern vs TinyFish",
        "url": "https://www.anchorterminal.com/compare/skyvern-vs-tinyfish"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browserbase-vs-steel.json",
        "title": "Browserbase vs Steel",
        "url": "https://www.anchorterminal.com/compare/browserbase-vs-steel"
      },
      {
        "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": 2,
        "edge": "tinyfish",
        "key": "reliability",
        "name": "Reliability",
        "steel": 58,
        "tinyfish": 60,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 1,
        "edge": "steel",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "steel": 86,
        "tinyfish": 85,
        "weight": 13
      },
      {
        "by": 0,
        "edge": "",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "steel": 79,
        "tinyfish": 79,
        "weight": 13
      },
      {
        "by": 1,
        "edge": "tinyfish",
        "key": "security",
        "name": "Security \u0026 auth",
        "steel": 56,
        "tinyfish": 57,
        "weight": 14
      },
      {
        "by": 20,
        "edge": "steel",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "steel": 75,
        "tinyfish": 55,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 2,
        "edge": "steel",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "steel": 82,
        "tinyfish": 80,
        "weight": 7
      },
      {
        "by": 5,
        "edge": "steel",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "steel": 64,
        "tinyfish": 59,
        "weight": 7
      }
    ],
    "summary": "Steel scores 70.4 (BB) on agent readiness against TinyFish's 67.7 (B), and leads in 4 of 7 scored categories. Both do browser automation. Steel accepts x402. TinyFish doesn't.",
    "verdicts": {
      "steel": "The hosted API has a public OpenAPI document, per-unit prices, $30 of starting credit and x402 payment for scrape, screenshot and PDF calls. The status page records three API or session-creation incidents of more than an hour in 90 days, and the documented CDP connection puts the API key in the URL.",
      "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": {
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    "html": "https://www.anchorterminal.com/compare/steel-vs-tinyfish",
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  "markdown": "Steel scores 70.4 (BB) on agent readiness against TinyFish's 67.7 (B), and leads in 4 of 7 scored categories. Both do browser automation. Steel accepts x402. TinyFish doesn't.\n\n- Steel: grade BB, 70.4/100, rank #149 of 842. Markdown https://www.anchorterminal.com/tools/steel.md · JSON https://www.anchorterminal.com/api/v1/tools/steel.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### Steel (BB)\n\nGood for: Agents that need a real cloud browser with persistent profiles, stored logins, CAPTCHA solving and a human takeover path, and teams that want an open-source runtime they can also self-host.\n\nAhead on:\n- Payments \u0026 pricing, 75 against 55\n- Transparency \u0026 trust, 64 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: Three incidents of more than an hour hit the API or session creation in the 90 days to 8 October 2026, the longest 5 hours 41 minutes\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 | Steel | TinyFish | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 58 | 60 | TinyFish +2 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 86 | 85 | Steel +1 |\n| Agent ergonomics | 13% (16.2 this run) | 79 | 79 | even |\n| Security \u0026 auth | 14% (17.5 this run) | 56 | 57 | TinyFish +1 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 75 | 55 | Steel +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 82 | 80 | Steel +2 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 64 | 59 | Steel +5 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **70.4 · BB** | **67.7 · B** | |\n\n## Facts side by side\n\n| Fact | Steel | TinyFish |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Nen Labs, Inc. | Tiny Fish, Inc. |\n| Hosted endpoint | `https://api.steel.dev` | `https://agent.tinyfish.ai` |\n| Transports | HTTP, stdio | HTTP |\n| Auth | API key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | yes, from $0.01/call | no |\n| Licence | Proprietary cloud service under Steel's terms. steel-browser and the Node and Python SDKs are Apache-2.0. The MCP server and the CLI are MIT | 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| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `ai.tinyfish.agent/web-agent` |\n| Last release | 2026-10-02 | 2026-10-07 |\n| Terms last updated | 2025-02-05 | 2026-08-17 |\n| Privacy policy last updated | 2026-02-05 | 2025-12-14 |\n| Customer content may train models | not found in the text | 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 | 47k npm/wk, 63k PyPI/wk | 5.7k npm/wk, 6.5k PyPI/wk |\n\n## Verdicts\n\n**Steel.** The hosted API has a public OpenAPI document, per-unit prices, $30 of starting credit and x402 payment for scrape, screenshot and PDF calls. The status page records three API or session-creation incidents of more than an hour in 90 days, and the documented CDP connection puts the API key in the URL.\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### Steel\n\n1. Use `POST /v1/scrape` for pages you only need to read. It starts no session and costs $5 per 1,000 calls, or $0.01 a call by x402\n2. Release every session with `POST /v1/sessions/{id}/release` and set `inactivityTimeout`. Browser time bills by the minute, rounded up\n3. Build the CDP URL as `wss://connect.steel.dev?apiKey=\u003ckey\u003e\u0026sessionId=\u003cid\u003e` and keep it out of logs, because it carries the key\n4. Launch sessions end after 15 minutes at most, and `timeout` cannot be changed on a live session\n5. CAPTCHA solving and Steel's managed proxies on Launch need $10 of paid balance. Free credit does not count\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, Steel or TinyFish?\n\nSteel scores 70.4 (BB) on agent readiness against TinyFish's 67.7 (B), and leads in 4 of 7 scored categories.\n\n### Do Steel and TinyFish need an API key?\n\nSteel needs an API key. TinyFish takes an API key or an OAuth sign-in. An agent can also pay Steel per call over x402, with no account.\n\n### Can an agent call Steel and TinyFish without installing anything?\n\nYes. Steel has a hosted endpoint at https://api.steel.dev and TinyFish at https://agent.tinyfish.ai.\n\n### Are Steel and TinyFish open source?\n\nSteel is open source (Proprietary cloud service under Steel's terms. steel-browser and the Node and Python SDKs are Apache-2.0. The MCP server and the CLI are MIT). No open-source release is listed for TinyFish.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/steel-vs-tinyfish.json, and with the fewest tokens: https://www.anchorterminal.com/compare/steel-vs-tinyfish.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"steel\", \"b\": \"tinyfish\"}`. From a terminal: `anchor compare steel tinyfish`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/steel.json and https://www.anchorterminal.com/api/v1/tools/tinyfish.json\n\n## Other comparisons with Steel or TinyFish\n\n- [agent-browser vs Steel](https://www.anchorterminal.com/compare/agent-browser-vs-steel.md)\n- [agent-browser vs TinyFish](https://www.anchorterminal.com/compare/agent-browser-vs-tinyfish.md)\n- [Airtop vs Steel](https://www.anchorterminal.com/compare/airtop-vs-steel.md)\n- [Airtop vs TinyFish](https://www.anchorterminal.com/compare/airtop-vs-tinyfish.md)\n- [Anchor Browser vs Steel](https://www.anchorterminal.com/compare/anchor-browser-vs-steel.md)\n- [Anchor Browser vs TinyFish](https://www.anchorterminal.com/compare/anchor-browser-vs-tinyfish.md)\n- [Browser Use vs Steel](https://www.anchorterminal.com/compare/browser-use-vs-steel.md)\n- [Browser Use vs TinyFish](https://www.anchorterminal.com/compare/browser-use-vs-tinyfish.md)\n- [Browserless vs Steel](https://www.anchorterminal.com/compare/browserless-vs-steel.md)\n- [Browserless vs TinyFish](https://www.anchorterminal.com/compare/browserless-vs-tinyfish.md)\n- [Chrome DevTools MCP vs Steel](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-steel.md)\n- [Chrome DevTools MCP vs TinyFish](https://www.anchorterminal.com/compare/chrome-devtools-mcp-vs-tinyfish.md)\n- [Hyperbrowser vs Steel](https://www.anchorterminal.com/compare/hyperbrowser-vs-steel.md)\n- [Hyperbrowser vs TinyFish](https://www.anchorterminal.com/compare/hyperbrowser-vs-tinyfish.md)\n- [Notte vs Steel](https://www.anchorterminal.com/compare/notte-vs-steel.md)\n- [Notte vs TinyFish](https://www.anchorterminal.com/compare/notte-vs-tinyfish.md)\n- [Playwright MCP vs Steel](https://www.anchorterminal.com/compare/playwright-mcp-vs-steel.md)\n- [Playwright MCP vs TinyFish](https://www.anchorterminal.com/compare/playwright-mcp-vs-tinyfish.md)\n- [Puppeteer (archived MCP reference server) vs Steel](https://www.anchorterminal.com/compare/puppeteer-reference-server-archived-vs-steel.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- [Skyvern vs TinyFish](https://www.anchorterminal.com/compare/skyvern-vs-tinyfish.md)\n- [Browserbase vs Steel](https://www.anchorterminal.com/compare/browserbase-vs-steel.md)\n- [Browserbase vs TinyFish](https://www.anchorterminal.com/compare/browserbase-vs-tinyfish.md)\n",
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    "description": "Steel scores 70.4 (BB) on agent readiness against TinyFish's 67.7 (B), and leads in 4 of 7 scored categories. Both do browser automation. Steel accepts x402. TinyFish doesn't. Category scores, facts, verdicts and agent notes side by side.",
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