{
  "data": {
    "a": {
      "slug": "kraken",
      "name": "Kraken API",
      "vendor": "Payward, Inc.",
      "vendorUrl": "https://docs.kraken.com/api/",
      "kind": "http-api",
      "category": "crypto-exchanges",
      "summary": "Kraken's exchange APIs cover spot, tokenised US stocks, forex and futures over REST, WebSocket and FIX, with rate limits by client tier, a self-service futures demo and kraken-cli, an open-source CLI whose kraken-mcp binary is a local MCP server.",
      "url": "https://www.anchorterminal.com/tools/kraken",
      "markdownUrl": "https://www.anchorterminal.com/tools/kraken.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/kraken.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/kraken.json",
      "dns": "kraken.grade.anchorterminal.com",
      "repo": "https://github.com/krakenfx/kraken-cli",
      "license": "Proprietary hosted service under Kraken's Global Terms of Service (30 October 2026). kraken-cli, which carries the kraken-mcp server, is MIT",
      "transports": [
        "stdio"
      ],
      "packages": [],
      "auth": "mixed",
      "authNotes": "Spot API key and private key, signed with HMAC-SHA512 over the path, nonce and POST data, sent as API-Key and API-Sign. Permissions per key are Query Funds, Deposit Funds, Withdraw Funds, Query Open Orders \u0026 Trades, Query Closed Orders \u0026 Trades, Modify Orders, Cancel/Close Orders, Query Ledger Entries and Export Data, with optional Key Expiration, IP Address Restriction, a custom nonce window and a WebSocket interface setting. Futures keys are separate. kraken auth login signs in with OAuth (authorisation code with PKCE) in a browser and saves a restricted spot key with no withdrawal rights that expires after at most 90 days, or a read-only one with --read-only (https://support.kraken.com/hc/en-us/articles/360000919966, https://github.com/krakenfx/kraken-cli, checked 2026-11-03).",
      "pricing": "usage",
      "pricingNotes": "The API costs nothing to call. Kraken Pro spot fees at the lowest 30-day volume tier are 0.40 per cent maker and 0.80 per cent taker, stablecoin, pegged token and FX pairs 0.20 per cent each way, and futures 0.02 per cent maker and 0.05 per cent taker. Public market data, paper trading in kraken-cli and the futures demo need no account.",
      "priceSummary": "0.4% fee",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the API docs, the CLI or the MCP docs (checked 2026-11-03).",
        "endpoints": []
      },
      "toolCount": 152,
      "popularity": {
        "githubStars": 795,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-03"
      },
      "docsUrl": "https://docs.kraken.com/api/",
      "llmsTxt": "https://raw.githubusercontent.com/krakenfx/kraken-cli/main/llms.txt",
      "capabilities": [
        "exchange.spot-trading",
        "exchange.market-data",
        "exchange.derivatives",
        "exchange.balances",
        "exchange.transfers",
        "exchange.staking",
        "market.crypto"
      ],
      "tags": [
        "hosted",
        "official",
        "closed-source",
        "api-key",
        "oauth",
        "mcp",
        "cli",
        "llms-txt",
        "status-page",
        "bug-bounty",
        "rust",
        "go",
        "usage-priced",
        "no-card",
        "mit"
      ],
      "lastRelease": "2026-10-29",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 71,
        "grade": "BB",
        "agentReady": true,
        "rank": 159,
        "ranked": true,
        "rankOf": 1349,
        "categoryRank": 2,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 79,
          "maintenance": 81,
          "payments": 40,
          "reliability": 67,
          "schema": 80,
          "security": 80,
          "transparency": 65
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-03"
        },
        "negative": 0,
        "verdict": "Kraken pairs a documented REST, WebSocket and FIX API with the open-source kraken-cli, whose kraken-mcp server gates 33 dangerous tools behind approval and signs in by OAuth with a no-withdrawal key. Spot has no self-service sandbox, no OpenAPI file was found, and a 59-minute connectivity outage hit every interface on 30 October 2026.",
        "bestFor": "An agent that trades spot, xStocks, forex or futures on a person's Kraken account from a local machine, with paper trading to test first and an approval gate on live orders.",
        "strengths": [
          "Official local MCP server with 152 typed tools in services, destructive_hint on dangerous tools and an elicitation approval before each unless disabled",
          "OAuth sign-in from the CLI mints a restricted spot key with no withdrawal rights that expires within 90 days, or a read-only key",
          "Rate limits published with numbers by client tier for REST and the matching engine, shared across REST, WebSocket and FIX",
          "Fees published without login, 0.40 per cent maker and 0.80 per cent taker at the lowest Pro tier, 0.02 and 0.05 on futures",
          "Dated changelog of 120 entries with deprecations announced by date, a Statuspage site with API components and a valid security.txt"
        ],
        "weaknesses": [
          "No self-service spot sandbox; the spot UAT environment is on request through an account manager, and paper trading lives in the CLI",
          "No OpenAPI file was found for the REST API; the machine-readable contract is the CLI's tool catalogue",
          "Spot and derivatives clients could not connect or submit orders on any interface for 59 minutes on 30 October 2026",
          "The CLI's feedback tool can upload a local file it names with no approval step, so the docs say to drop it for agents reading untrusted input",
          "The terms bar bots, scripts and third-party applications on Kraken's content without written consent, alongside the documented API"
        ],
        "agentNotes": [
          "Start kraken-mcp with -s market,paper,feedback or the default services; add trade only with a least-privilege key, and never pass --allow-dangerous on an agent that reads untrusted input",
          "Ask the person to run kraken auth login in their own terminal; it needs a browser and saves a no-withdrawal key that expires in 90 days at most",
          "Send a fresh --cl-ord-id on each order and run it with --validate first; after a network error look the order up before sending it again",
          "Keep the nonce strictly increasing per key and stay under the tier's counter, since EAPI:Rate limit exceeded has no Retry-After header",
          "Test strategies in a paper workspace, which fills at live prices with no account, before a live workspace"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 71
          }
        ],
        "editorialScores": {
          "ergonomics": 79,
          "maintenance": 81,
          "payments": 40,
          "reliability": 67,
          "schema": 80,
          "security": 80,
          "transparency": 36
        },
        "provenanceScore": 94,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-03",
            "maintenance": "2026-11-03",
            "payments": "2026-11-03",
            "reliability": "2026-11-03",
            "schema": "2026-11-03",
            "security": "2026-11-03",
            "transparency": "2026-11-03"
          },
          "last": "2026-11-03",
          "oldest": "2026-11-03",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "curl --proto '=https' --tlsv1.2 -LsSf https://github.com/krakenfx/kraken-cli/releases/latest/download/kraken-cli-installer.sh | sh",
        "http": "curl https://api.kraken.com/0/public/Ticker?pair=XBTUSD",
        "claudeCode": "claude mcp add --scope user kraken -- kraken-mcp -s market,paper,feedback",
        "config": {
          "mcpServers": {
            "kraken": {
              "args": [
                "-s",
                "market,paper,feedback"
              ],
              "command": "kraken-mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/exchange.spot-trading",
        "tool": "https://letme.dev/kraken"
      },
      "area": "payments",
      "unitPrices": [
        {
          "item": "Spot trade, maker, tier 1",
          "unit": "pct",
          "usd": 0.4,
          "note": "Kraken Pro, under $10,000 30-day volume"
        },
        {
          "item": "Spot trade, taker, tier 1",
          "unit": "pct",
          "usd": 0.8,
          "note": "Kraken Pro, under $10,000 30-day volume"
        },
        {
          "item": "Futures trade, maker, tier 1",
          "unit": "pct",
          "usd": 0.02,
          "note": "under $5M 30-day volume"
        },
        {
          "item": "Futures trade, taker, tier 1",
          "unit": "pct",
          "usd": 0.05,
          "note": "under $5M 30-day volume"
        }
      ],
      "provenance": {
        "legalEntity": "Payward, Inc.",
        "domain": "kraken.com",
        "domainRegistered": "2000-04-03",
        "endpointOnVendorDomain": true,
        "terms": "https://www.kraken.com/legal/global-terms",
        "privacy": "https://www.kraken.com/legal/privacy",
        "statusPage": "https://status.kraken.com",
        "changelog": "https://docs.kraken.com/api/docs/change-log",
        "securityTxt": "valid",
        "checked": "2026-11-03",
        "notes": [
          "The Global Terms of Service (last updated 30 October 2026) name Payward Interactive, Inc., Payward Ltd., Bit Trade Pty Limited and Payward Trading Ltd as contracting entities by region under California law; the site footer is © 2011 to 2026 Payward, Inc. The privacy notice was linked from the legal hub and not read.",
          "RDAP gives kraken.com a registration date of 3 April 2000, before the exchange's 2011 founding.",
          "https://www.kraken.com/.well-known/security.txt names bugbounty@kraken.com and a bug bounty policy page on kraken.com, expiring 13 February 2027.",
          "www.kraken.com, docs.kraken.com and support.kraken.com robots.txt disallow only /u/ and /lp/ (docs allows all but /cdn-cgi/ and /_next/).",
          "status.kraken.com is a Statuspage site; its history page renders by script, so incidents were read from its incidents.json feed, which reached back to 4 September 2026."
        ],
        "score": 94
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/kraken.json",
      "live": {
        "slug": "kraken",
        "vendorStatus": {
          "page": "https://status.kraken.com",
          "indicator": "minor",
          "summary": "Partially Degraded Service",
          "checkedAt": "2026-11-04T20:05:18.866095768Z"
        },
        "securityTxt": {
          "url": "https://kraken.com/.well-known/security.txt",
          "state": "valid",
          "expires": "2027-02-13T00:00:00.000Z",
          "checkedAt": "2026-11-04T15:54:35.804472383Z"
        },
        "updatedAt": "2026-11-04T20:05:18.866095768Z"
      }
    },
    "answer": "Kraken API scores 71 (BB) on agent readiness against Upbit Open API's 54.7 (C), and leads in 6 of 7 scored categories.",
    "b": {
      "slug": "upbit",
      "name": "Upbit Open API",
      "vendor": "Dunamu Inc.",
      "vendorUrl": "https://docs.upbit.com",
      "kind": "http-api",
      "category": "crypto-exchanges",
      "summary": "Upbit, the Korean exchange run by Dunamu, has a REST and WebSocket Open API for KRW, BTC and USDT market data, orders, balances, deposits and withdrawals, with official SDKs, a CLI and agent skills but no MCP server.",
      "url": "https://www.anchorterminal.com/tools/upbit",
      "markdownUrl": "https://www.anchorterminal.com/tools/upbit.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/upbit.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/upbit.json",
      "dns": "upbit.grade.anchorterminal.com",
      "repo": "https://github.com/upbit-official",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "@upbit-official/upbit-cli"
        },
        {
          "registry": "pypi",
          "name": "upbit-sdk"
        }
      ],
      "auth": "api-key",
      "authNotes": "Access and secret keys issued on the PC web site under My Page \u003e Open API Management after identity verification and two-factor authentication. At issuance the person picks the functions the key may use and must register at least one public IPv4 address, since the allow-list is mandatory. Each request carries a JWT signed with HMAC SHA512 over the access key, a fresh nonce and a SHA512 hash of the query, as a Bearer token. A key with withdrawal permission gets a withdrawal safe-lock by default that is lifted only in the mobile app. Up to 10 keys on the main pocket and 5 per sub-pocket; expired keys answer expired_access_key (https://docs.upbit.com/kr/docs/api-key.md, checked 2026-11-03).",
      "pricing": "usage",
      "pricingNotes": "Trading fees per fill. The fee schedule is on upbit.com, whose robots.txt disallows every path for our crawler, so no rate is recorded. Public quotation endpoints need no key and no account (https://upbit.com/robots.txt, checked 2026-11-03).",
      "priceSummary": "Pay per use",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the developer docs, llms.txt, the SDK licence or the CLI docs (checked 2026-11-03). Fees are taken from each fill.",
        "endpoints": []
      },
      "toolCount": 0,
      "popularity": {
        "githubStars": 91,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-03"
      },
      "docsUrl": "https://docs.upbit.com/kr/reference/api-overview",
      "llmsTxt": "https://docs.upbit.com/llms.txt",
      "capabilities": [
        "exchange.market-data",
        "exchange.spot-trading",
        "exchange.balances",
        "exchange.transfers",
        "market.crypto"
      ],
      "tags": [
        "hosted",
        "api-key",
        "closed-source",
        "usage-priced",
        "cli",
        "agent-skills",
        "llms-txt",
        "python",
        "typescript",
        "go",
        "no-status-page"
      ],
      "lastRelease": "2026-10-20",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 54.7,
        "grade": "C",
        "agentReady": false,
        "rank": 860,
        "ranked": true,
        "rankOf": 1349,
        "categoryRank": 14,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 70,
          "maintenance": 83,
          "payments": 15,
          "reliability": 42,
          "schema": 66,
          "security": 59,
          "transparency": 54
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-03"
        },
        "negative": 0,
        "verdict": "Upbit's Open API has a mandatory IP allow-list, scoped keys with a default withdrawal lock, per-group rate limits with 429 and 418 signalling, an order-test endpoint, official SDKs, a CLI and agent skills with a CONFIRM gate. There is no MCP server, sandbox or status page, and the fees and terms sit on a host our crawler may not read.",
        "bestFor": "KRW-market trading for agents acting for a verified Korean account, with first-party SDKs, a CLI and skills but no MCP.",
        "strengths": [
          "Keys need a registered public IP, carry only the chosen functions and get a withdrawal safe-lock by default that only the mobile app lifts",
          "Rate limits published per group with numbers, a Remaining-Req header on every response, 429 then 418 with a stated block length",
          "POST /v1/orders/test checks an order and the pair's state at no cost, and the skills run it before a live order",
          "Official Python, TypeScript and Go SDKs at v1.1.0 (20 October 2026), a CLI with JSON output and agent skills that require a typed CONFIRM before any write",
          "Notices carry effective dates, such as the path-format change of 16 November 2026"
        ],
        "weaknesses": [
          "No MCP server; the agent route is the CLI through skills, which need a terminal",
          "No sandbox or testnet beyond the order-test endpoint, and no status page or SLA",
          "Keys can only be issued on the PC web site after Korean identity verification and 2FA, and the exchange serves the Korean market",
          "The fee schedule, user terms and Open API terms are on upbit.com, which disallows every crawler path, so none is recorded first-hand",
          "The SDK licence page says the SDK material is not open source while the GitHub repositories carry Apache-2.0"
        ],
        "agentNotes": [
          "Ask the person for a key with only the functions the task needs and your server's public IPv4 address registered; a private or unregistered IP is refused",
          "Sign every request with a fresh JWT (HS512, new nonce, SHA512 query hash) and branch on error.name, not error.message",
          "Run POST /v1/orders/test before a live order; it costs nothing and shares the 8-a-second order-test group",
          "Read Remaining-Req and keep orders under 12 a second per pocket; on 429 wait for the next second and on 418 wait out the stated block",
          "Leave the withdrawal safe-lock on unless the person lifts it in the app, and send paths with single slashes and no trailing slash before 16 November 2026"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 54.7
          }
        ],
        "editorialScores": {
          "ergonomics": 70,
          "maintenance": 83,
          "payments": 15,
          "reliability": 42,
          "schema": 66,
          "security": 59,
          "transparency": 42
        },
        "provenanceScore": 66,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-03",
            "maintenance": "2026-11-03",
            "payments": "2026-11-03",
            "reliability": "2026-11-03",
            "schema": "2026-11-03",
            "security": "2026-11-03",
            "transparency": "2026-11-03"
          },
          "last": "2026-11-03",
          "oldest": "2026-11-03",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npm install -g @upbit-official/upbit-cli",
        "http": "curl 'https://api.upbit.com/v1/ticker?markets=KRW-BTC'"
      },
      "letme": {
        "capability": "https://letme.dev/exchange.market-data",
        "tool": "https://letme.dev/upbit"
      },
      "area": "payments",
      "provenance": {
        "legalEntity": "Dunamu Inc.",
        "domain": "upbit.com",
        "domainRegistered": "2004-01-10",
        "endpointOnVendorDomain": true,
        "terms": "",
        "privacy": "https://docs.upbit.com/kr/page/privacy_policy_v1_5.md",
        "statusPage": "",
        "changelog": "https://docs.upbit.com/kr/changelog",
        "securityTxt": "unknown",
        "checked": "2026-11-03",
        "notes": [
          "Dunamu Inc. is named as the licensor in the Upbit Developer SDK License v1.0 and as the company in the developer centre's privacy policy V1.5 (from 18 May 2026).",
          "upbit.com/robots.txt disallows every path for User-agent * (a second group adds /terms_and_policy and others), allowing only Googlebot, MSNBot, Yeti and Daumoa; sg.upbit.com and www.dunamu.com do the same. The user terms, the Open API terms, the fee schedule and security.txt on those hosts were therefore not fetched; the terms URL is left empty.",
          "docs.upbit.com/robots.txt allows everything but edit, login and api-next paths and points to llms.txt, with Content-Signal ai-train=yes, search=yes, ai-input=yes.",
          "RDAP gives upbit.com a registration date of 10 January 2004.",
          "No status page found; the API has a service-status (wallet status) endpoint and an announcements WebSocket stream."
        ],
        "score": 66
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/upbit.json",
      "live": {
        "slug": "upbit",
        "securityTxt": {
          "url": "https://upbit.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-04T15:53:27.560288922Z"
        },
        "updatedAt": "2026-11-04T15:53:27.560288922Z"
      }
    },
    "edges": [
      {
        "by": 25,
        "category": "reliability",
        "leads": "kraken",
        "name": "Reliability",
        "reasons": {
          "a": "Read with the hosted lines on the spot API. status.kraken.com is a Statuspage site with REST, WebSocket and FIX components (20). The incidents feed read covers 4 September to 3 November 2026. On 30 October spot and derivatives clients could not connect or submit orders across web, mobile, REST, WebSocket and FIX for 59 minutes 39 seconds, rated minor by Kraken; on 28 October some FIX clients were rejected on reconnection for 1 hour 59 minutes while other interfaces worked; the futures engine was degraded for 3 minutes on 13 October. A whole-exchange order outage 21 seconds short of an hour is read as one major (10 of 30). Numeric limits per key by tier and per pair for the matching engine (15). EAPI:Rate limit exceeded and EService:Throttled with a retry timestamp, a client order id and a validate flag on orders, but no Retry-After header (12 of 15). No SLA (0). Generally available (10). 20 + 10 + 15 + 12 + 0 + 10 = 67.",
          "b": "Read with the hosted lines. No status page found on docs.upbit.com or in llms.txt; a wallet-status endpoint and an announcements stream stand in (0). No readable incident history (5). Rate limits documented with numbers per group, per IP and per pocket, updated 7 October 2026 (15). 429 then 418 with a stated block length and a Remaining-Req header, an order-test endpoint and a self-match-prevention default; an order identifier for safe retries was not checked (12 of 15). No SLA found (0). Generally available (10). 0 + 5 + 15 + 12 + 0 + 10 = 42."
        },
        "scores": {
          "a": 67,
          "b": 42
        }
      },
      {
        "by": 25,
        "category": "payments",
        "leads": "kraken",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "No machine payment protocol (0). Maker and taker fees by tier published without login (20). Public market data, paper trading and the futures demo need no account or card (20). A person signs up, verifies and mints a key or approves the OAuth sign-in (0). 0 + 20 + 20 + 0 = 40.",
          "b": "No machine payment protocol (0). The fee schedule is on upbit.com, which disallows every crawler path, so no price is recorded (0 of 20, unchecked). Public quotation endpoints need no key, card or account; trading needs a verified Korean account. Judgement call (15 of 20). A person must sign up, pass identity checks and issue keys on the PC web site (0). 0 + 0 + 15 + 0 = 15."
        },
        "scores": {
          "a": 40,
          "b": 15
        }
      },
      {
        "by": 21,
        "category": "security",
        "leads": "kraken",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "Keys with nine named permissions, optional expiry, IP restriction and nonce window, plus an OAuth sign-in from the CLI (authorisation code with PKCE, public client) that mints a no-withdrawal key expiring within 90 days or a read-only key (30). Read-only and no-withdrawal keys, position limits and pair allowlists in account settings, and MCP approval prompts for 33 dangerous tools (18 of 20). The API returns no untrusted content; the CLI docs warn that the feedback tool uploads a local file without approval (10). Keys and their permissions are listed in settings and ledgers record activity, but no per-call log for the operator was found (6 of 15). A valid security.txt, a bug bounty policy page, SECURITY.md and a secure SDLC workflow in the CLI; certifications not read (16 of 20). 30 + 18 + 10 + 6 + 16 = 80.",
          "b": "Keys limited to chosen functions, a mandatory public IPv4 allow-list, a JWT per request with a fresh nonce, keys listed with expiry through the API, and a withdrawal safe-lock on by default (27 of 30). Read-only keys, the default withdrawal lock lifted only in the app, and skills that require a typed CONFIRM before writes (17 of 20). The API returns exchange data and announcements, no third-party content (10 of 15). An API key list endpoint; no per-call log for the operator (5 of 15). No disclosure policy, bug bounty or certification found; security.txt on upbit.com could not be fetched under its robots.txt (0 of 20). 27 + 17 + 10 + 5 + 0 = 59."
        },
        "scores": {
          "a": 80,
          "b": 59
        }
      },
      {
        "by": 14,
        "category": "schema",
        "leads": "kraken",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "No OpenAPI file was found for the REST API in the docs read; the CLI's agents/tool-catalog.json gives JSON Schema inputs for all 188 commands and the 152 MCP tools (15 of 25). The docs serve Markdown twins such as quickstart.md and the CLI ships llms.txt, AGENTS.md and CONTEXT.md (10). Endpoint pages and guides on order lifecycle, errors and rate limits say what each call does, with less on when not to use one (15 of 20). Enums for order types, time in force and flags, and enums and required fields in the tool catalogue (12 of 15). Python, Node.js and cURL examples, an errors guide and the CLI's error-catalog.json with retry guidance (13 of 15). A changelog of 120 dated entries with deprecations dated (15). 15 + 10 + 15 + 12 + 13 + 15 = 80.",
          "b": "No OpenAPI found; the reference is a readme.io site with a Markdown twin of every page (5 of 25). llms.txt on docs.upbit.com and a kr/llms.txt index (10). Each reference page states what the endpoint does, its group and its errors, with warnings such as market_offline after maintenance (14 of 20). Typed parameters with enums for order type, side and time in force and required flags (11 of 15). Recipes in Python, Java and Node.js and an error format of error.name and error.message with HTTP statuses (13 of 15). Feature versions in page histories (v1.6.1) and dated notices with effective dates, no single API version (13 of 15). 5 + 10 + 14 + 11 + 13 + 13 = 66."
        },
        "scores": {
          "a": 80,
          "b": 66
        }
      },
      {
        "by": 11,
        "category": "transparency",
        "leads": "kraken",
        "name": "Transparency \u0026 trust",
        "reasons": {
          "a": "The editorial half. A closed service with clear terms naming regional Payward entities under California law; the CLI is MIT (15 of 30). The privacy notice was not read (5 of 30). The changelog dates deprecations and the terms carry a last-updated date (16 of 20). No subprocessor or data-location statement read (0 of 20). 15 + 5 + 16 + 0 = 36.",
          "b": "The editorial half. A closed service whose user and Open API terms could not be fetched under upbit.com's robots.txt, and whose SDK licence page calls the SDK material not open source while the repositories carry Apache-2.0 (8 of 30). The developer centre's privacy policy names Dunamu Inc., gives retention periods and names Zendesk in Japan; the main privacy policy was not read (14 of 30). Notices with effective dates, including the path-format change and the deprecated Remaining-Req min field (12 of 20). Zendesk and Google Analytics named with a location for the developer centre only (8 of 20). 8 + 14 + 12 + 8 = 42."
        },
        "scores": {
          "a": 65,
          "b": 54
        }
      },
      {
        "by": 9,
        "category": "ergonomics",
        "leads": "kraken",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "The MCP server loads services with -s, defaults to no live trading, and its 152 tool definitions average about 520 characters; the REST API takes count, limit and pair filters but has no field selection (18 of 25). Cursor pagination on ledgers and trades since 30 September and 6 October 2026, with ofs deprecated (17 of 20). Prefixed error strings such as EOrder:Rate limit exceeded and EAPI:Invalid nonce, and the CLI's error catalogue says which to retry (17 of 20). cl_ord_id and validate on orders, destructive_hint and elicitation on dangerous MCP tools, no idempotency key on REST (16 of 20). An official Rust SDK at 5 stars, a Go module and example clients, HMAC-SHA512 signing with a strict nonce (11 of 15). 18 + 17 + 17 + 16 + 11 = 79.",
          "b": "Graded on the REST API with the CLI. Candle counts, list limits and the CLI's --max-items and --transform size responses (16 of 25). Paging and filters on orders and history (15 of 20). error.name codes to branch on, which the November 2026 notice tells clients to use, and 418 with its block length (15 of 20). An order-test endpoint and a CONFIRM gate in the skills; an order identifier for idempotent placement was not checked (11 of 20). Few required parameters, SDKs in three languages and a CLI, but keys need the PC web site and a registered IP (13 of 15). 16 + 15 + 15 + 11 + 13 = 70."
        },
        "scores": {
          "a": 79,
          "b": 70
        }
      }
    ],
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Payward, Inc.",
        "b": "Dunamu Inc.",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "stdio",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary hosted service under Kraken's Global Terms of Service (30 October 2026). kraken-cli, which carries the kraken-mcp server, is MIT",
        "b": "none",
        "name": "Licence"
      },
      {
        "a": "152",
        "b": "0",
        "name": "Tools exposed"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-29",
        "b": "2026-10-20",
        "name": "Last release"
      },
      {
        "a": "2026-10-30",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "2026-10-21",
        "b": "no date given",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not read yet",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "not read yet",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "not read yet",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "not read yet",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "not read yet",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "795 stars",
        "b": "91 stars",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Kraken API scores 71 (BB) on agent readiness against Upbit Open API's 54.7 (C), and leads in 6 of 7 scored categories.",
        "question": "Which is better for AI agents, Kraken API or Upbit Open API?"
      },
      {
        "answer": "Kraken API takes an API key or an OAuth sign-in. Upbit Open API needs an API key.",
        "question": "Do Kraken API and Upbit Open API need an API key?"
      },
      {
        "answer": "Kraken API runs on your own machine, with no hosted endpoint listed. No hosted endpoint is listed for Upbit Open API.",
        "question": "Can an agent call Kraken API and Upbit Open API without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 67 against 42",
          "Schema \u0026 documentation, 80 against 66",
          "Agent ergonomics, 79 against 70",
          "Security \u0026 auth, 80 against 59",
          "Payments \u0026 pricing, 40 against 15",
          "Transparency \u0026 trust, 65 against 54"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "Runs on your own machine",
          "Free to start without a card"
        ],
        "goodFor": "An agent that trades spot, xStocks, forex or futures on a person's Kraken account from a local machine, with paper trading to test first and an approval gate on live orders.",
        "slug": "kraken",
        "watchFor": "No self-service spot sandbox; the spot UAT environment is on request through an account manager, and paper trading lives in the CLI"
      },
      {
        "aheadOn": null,
        "also": null,
        "goodFor": "KRW-market trading for agents acting for a verified Korean account, with first-party SDKs, a CLI and skills but no MCP.",
        "slug": "upbit",
        "watchFor": "No MCP server; the agent route is the CLI through skills, which need a terminal"
      }
    ],
    "history": null,
    "job": {
      "capability": "exchange.spot-trading",
      "name": "Exchange spot trading"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/bitfinex-vs-kraken.json",
        "title": "Bitfinex API vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/bitfinex-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bitfinex-vs-upbit.json",
        "title": "Bitfinex API vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/bitfinex-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bitget-vs-kraken.json",
        "title": "Bitget vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/bitget-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bitget-vs-upbit.json",
        "title": "Bitget vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/bitget-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bithumb-vs-kraken.json",
        "title": "Bithumb Open API vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/bithumb-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bithumb-vs-upbit.json",
        "title": "Bithumb Open API vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/bithumb-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bitstamp-vs-kraken.json",
        "title": "Bitstamp API vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/bitstamp-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bitstamp-vs-upbit.json",
        "title": "Bitstamp API vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/bitstamp-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bybit-vs-kraken.json",
        "title": "Bybit vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/bybit-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bybit-vs-upbit.json",
        "title": "Bybit vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/bybit-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crypto-com-exchange-vs-kraken.json",
        "title": "Crypto.com Exchange API vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/crypto-com-exchange-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crypto-com-exchange-vs-upbit.json",
        "title": "Crypto.com Exchange API vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/crypto-com-exchange-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deribit-vs-upbit.json",
        "title": "Deribit vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/deribit-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/dydx-vs-upbit.json",
        "title": "dYdX vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/dydx-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gate-io-vs-kraken.json",
        "title": "Gate vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/gate-io-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gate-io-vs-upbit.json",
        "title": "Gate vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/gate-io-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-exchange-vs-kraken.json",
        "title": "Gemini Exchange API vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/gemini-exchange-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-exchange-vs-upbit.json",
        "title": "Gemini Exchange API vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/gemini-exchange-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/htx-vs-kraken.json",
        "title": "HTX trading API vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/htx-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/htx-vs-upbit.json",
        "title": "HTX trading API vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/htx-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperliquid-vs-upbit.json",
        "title": "Hyperliquid vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/hyperliquid-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kucoin-vs-upbit.json",
        "title": "KuCoin vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/kucoin-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mexc-vs-upbit.json",
        "title": "MEXC API vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/mexc-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/binance-vs-kraken.json",
        "title": "Binance API vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/binance-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/binance-vs-upbit.json",
        "title": "Binance API vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/binance-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coinbase-advanced-trade-vs-kraken.json",
        "title": "Coinbase Advanced Trade API vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/coinbase-advanced-trade-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coinbase-advanced-trade-vs-upbit.json",
        "title": "Coinbase Advanced Trade API vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/coinbase-advanced-trade-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coinbase-mcp-vs-kraken.json",
        "title": "Coinbase MCP server (Coinbase for Agents) vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/coinbase-mcp-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coinbase-mcp-vs-upbit.json",
        "title": "Coinbase MCP server (Coinbase for Agents) vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/coinbase-mcp-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kraken-vs-kucoin.json",
        "title": "Kraken API vs KuCoin",
        "url": "https://www.anchorterminal.com/compare/kraken-vs-kucoin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kraken-vs-mexc.json",
        "title": "Kraken API vs MEXC API",
        "url": "https://www.anchorterminal.com/compare/kraken-vs-mexc"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kraken-vs-okx.json",
        "title": "Kraken API vs OKX API",
        "url": "https://www.anchorterminal.com/compare/kraken-vs-okx"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kraken-vs-uniswap.json",
        "title": "Kraken API vs Uniswap Trading API",
        "url": "https://www.anchorterminal.com/compare/kraken-vs-uniswap"
      },
      {
        "json": "https://www.anchorterminal.com/compare/okx-vs-upbit.json",
        "title": "OKX API vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/okx-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/uniswap-vs-upbit.json",
        "title": "Uniswap Trading API vs Upbit Open API",
        "url": "https://www.anchorterminal.com/compare/uniswap-vs-upbit"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deribit-vs-kraken.json",
        "title": "Deribit vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/deribit-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/dydx-vs-kraken.json",
        "title": "dYdX vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/dydx-vs-kraken"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperliquid-vs-kraken.json",
        "title": "Hyperliquid vs Kraken API",
        "url": "https://www.anchorterminal.com/compare/hyperliquid-vs-kraken"
      }
    ],
    "panel": null,
    "scores": [
      {
        "by": 25,
        "edge": "kraken",
        "key": "reliability",
        "kraken": 67,
        "name": "Reliability",
        "upbit": 42,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 14,
        "edge": "kraken",
        "key": "schema",
        "kraken": 80,
        "name": "Schema \u0026 documentation",
        "upbit": 66,
        "weight": 13
      },
      {
        "by": 9,
        "edge": "kraken",
        "key": "ergonomics",
        "kraken": 79,
        "name": "Agent ergonomics",
        "upbit": 70,
        "weight": 13
      },
      {
        "by": 21,
        "edge": "kraken",
        "key": "security",
        "kraken": 80,
        "name": "Security \u0026 auth",
        "upbit": 59,
        "weight": 14
      },
      {
        "by": 25,
        "edge": "kraken",
        "key": "payments",
        "kraken": 40,
        "name": "Payments \u0026 pricing",
        "upbit": 15,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 2,
        "edge": "upbit",
        "key": "maintenance",
        "kraken": 81,
        "name": "Maintenance \u0026 community",
        "upbit": 83,
        "weight": 7
      },
      {
        "by": 11,
        "edge": "kraken",
        "key": "transparency",
        "kraken": 65,
        "name": "Transparency \u0026 trust",
        "upbit": 54,
        "weight": 7
      }
    ],
    "summary": "Kraken API scores 71 (BB) on agent readiness against Upbit Open API's 54.7 (C), and leads in 6 of 7 scored categories. Both do exchange spot trading.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "kraken": "Kraken pairs a documented REST, WebSocket and FIX API with the open-source kraken-cli, whose kraken-mcp server gates 33 dangerous tools behind approval and signs in by OAuth with a no-withdrawal key. Spot has no self-service sandbox, no OpenAPI file was found, and a 59-minute connectivity outage hit every interface on 30 October 2026.",
      "upbit": "Upbit's Open API has a mandatory IP allow-list, scoped keys with a default withdrawal lock, per-group rate limits with 429 and 418 signalling, an order-test endpoint, official SDKs, a CLI and agent skills with a CONFIRM gate. There is no MCP server, sandbox or status page, and the fees and terms sit on a host our crawler may not read."
    }
  },
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  "links": {
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  "markdown": "Kraken API scores 71 (BB) on agent readiness against Upbit Open API's 54.7 (C), and leads in 6 of 7 scored categories. Both do exchange spot trading.\n\n- Kraken API: grade BB, 71/100, rank #159 of 1349. Markdown https://www.anchorterminal.com/tools/kraken.md · JSON https://www.anchorterminal.com/api/v1/tools/kraken.json\n- Upbit Open API: grade C, 54.7/100, rank #860 of 1349. Markdown https://www.anchorterminal.com/tools/upbit.md · JSON https://www.anchorterminal.com/api/v1/tools/upbit.json\n- Best crypto exchange APIs and MCP servers for AI agents: https://www.anchorterminal.com/best/crypto-exchanges/index.md\n- All 210 exchanges comparisons: https://www.anchorterminal.com/compare/crypto-exchanges/index.md\n\n## Which one, for what\n\n### Kraken API (BB)\n\nGood for: An agent that trades spot, xStocks, forex or futures on a person's Kraken account from a local machine, with paper trading to test first and an approval gate on live orders.\n\nAhead on:\n- Reliability, 67 against 42\n- Schema \u0026 documentation, 80 against 66\n- Agent ergonomics, 79 against 70\n- Security \u0026 auth, 80 against 59\n- Payments \u0026 pricing, 40 against 15\n- Transparency \u0026 trust, 65 against 54\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- Runs on your own machine\n- Free to start without a card\n\nWatch for: No self-service spot sandbox; the spot UAT environment is on request through an account manager, and paper trading lives in the CLI\n\n### Upbit Open API (C)\n\nGood for: KRW-market trading for agents acting for a verified Korean account, with first-party SDKs, a CLI and skills but no MCP.\n\nWatch for: No MCP server; the agent route is the CLI through skills, which need a terminal\n\n\n## Why the edge\n\n### Reliability: Kraken API +25\n\n- Kraken API (67): Read with the hosted lines on the spot API. status.kraken.com is a Statuspage site with REST, WebSocket and FIX components (20). The incidents feed read covers 4 September to 3 November 2026. On 30 October spot and derivatives clients could not connect or submit orders across web, mobile, REST, WebSocket and FIX for 59 minutes 39 seconds, rated minor by Kraken; on 28 October some FIX clients were rejected on reconnection for 1 hour 59 minutes while other interfaces worked; the futures engine was degraded for 3 minutes on 13 October. A whole-exchange order outage 21 seconds short of an hour is read as one major (10 of 30). Numeric limits per key by tier and per pair for the matching engine (15). EAPI:Rate limit exceeded and EService:Throttled with a retry timestamp, a client order id and a validate flag on orders, but no Retry-After header (12 of 15). No SLA (0). Generally available (10). 20 + 10 + 15 + 12 + 0 + 10 = 67.\n- Upbit Open API (42): Read with the hosted lines. No status page found on docs.upbit.com or in llms.txt; a wallet-status endpoint and an announcements stream stand in (0). No readable incident history (5). Rate limits documented with numbers per group, per IP and per pocket, updated 7 October 2026 (15). 429 then 418 with a stated block length and a Remaining-Req header, an order-test endpoint and a self-match-prevention default; an order identifier for safe retries was not checked (12 of 15). No SLA found (0). Generally available (10). 0 + 5 + 15 + 12 + 0 + 10 = 42.\n\n### Payments \u0026 pricing: Kraken API +25\n\n- Kraken API (40): No machine payment protocol (0). Maker and taker fees by tier published without login (20). Public market data, paper trading and the futures demo need no account or card (20). A person signs up, verifies and mints a key or approves the OAuth sign-in (0). 0 + 20 + 20 + 0 = 40.\n- Upbit Open API (15): No machine payment protocol (0). The fee schedule is on upbit.com, which disallows every crawler path, so no price is recorded (0 of 20, unchecked). Public quotation endpoints need no key, card or account; trading needs a verified Korean account. Judgement call (15 of 20). A person must sign up, pass identity checks and issue keys on the PC web site (0). 0 + 0 + 15 + 0 = 15.\n\n### Security \u0026 auth: Kraken API +21\n\n- Kraken API (80): Keys with nine named permissions, optional expiry, IP restriction and nonce window, plus an OAuth sign-in from the CLI (authorisation code with PKCE, public client) that mints a no-withdrawal key expiring within 90 days or a read-only key (30). Read-only and no-withdrawal keys, position limits and pair allowlists in account settings, and MCP approval prompts for 33 dangerous tools (18 of 20). The API returns no untrusted content; the CLI docs warn that the feedback tool uploads a local file without approval (10). Keys and their permissions are listed in settings and ledgers record activity, but no per-call log for the operator was found (6 of 15). A valid security.txt, a bug bounty policy page, SECURITY.md and a secure SDLC workflow in the CLI; certifications not read (16 of 20). 30 + 18 + 10 + 6 + 16 = 80.\n- Upbit Open API (59): Keys limited to chosen functions, a mandatory public IPv4 allow-list, a JWT per request with a fresh nonce, keys listed with expiry through the API, and a withdrawal safe-lock on by default (27 of 30). Read-only keys, the default withdrawal lock lifted only in the app, and skills that require a typed CONFIRM before writes (17 of 20). The API returns exchange data and announcements, no third-party content (10 of 15). An API key list endpoint; no per-call log for the operator (5 of 15). No disclosure policy, bug bounty or certification found; security.txt on upbit.com could not be fetched under its robots.txt (0 of 20). 27 + 17 + 10 + 5 + 0 = 59.\n\n### Schema \u0026 documentation: Kraken API +14\n\n- Kraken API (80): No OpenAPI file was found for the REST API in the docs read; the CLI's agents/tool-catalog.json gives JSON Schema inputs for all 188 commands and the 152 MCP tools (15 of 25). The docs serve Markdown twins such as quickstart.md and the CLI ships llms.txt, AGENTS.md and CONTEXT.md (10). Endpoint pages and guides on order lifecycle, errors and rate limits say what each call does, with less on when not to use one (15 of 20). Enums for order types, time in force and flags, and enums and required fields in the tool catalogue (12 of 15). Python, Node.js and cURL examples, an errors guide and the CLI's error-catalog.json with retry guidance (13 of 15). A changelog of 120 dated entries with deprecations dated (15). 15 + 10 + 15 + 12 + 13 + 15 = 80.\n- Upbit Open API (66): No OpenAPI found; the reference is a readme.io site with a Markdown twin of every page (5 of 25). llms.txt on docs.upbit.com and a kr/llms.txt index (10). Each reference page states what the endpoint does, its group and its errors, with warnings such as market_offline after maintenance (14 of 20). Typed parameters with enums for order type, side and time in force and required flags (11 of 15). Recipes in Python, Java and Node.js and an error format of error.name and error.message with HTTP statuses (13 of 15). Feature versions in page histories (v1.6.1) and dated notices with effective dates, no single API version (13 of 15). 5 + 10 + 14 + 11 + 13 + 13 = 66.\n\n### Transparency \u0026 trust: Kraken API +11\n\n- Kraken API (65): The editorial half. A closed service with clear terms naming regional Payward entities under California law; the CLI is MIT (15 of 30). The privacy notice was not read (5 of 30). The changelog dates deprecations and the terms carry a last-updated date (16 of 20). No subprocessor or data-location statement read (0 of 20). 15 + 5 + 16 + 0 = 36.\n- Upbit Open API (54): The editorial half. A closed service whose user and Open API terms could not be fetched under upbit.com's robots.txt, and whose SDK licence page calls the SDK material not open source while the repositories carry Apache-2.0 (8 of 30). The developer centre's privacy policy names Dunamu Inc., gives retention periods and names Zendesk in Japan; the main privacy policy was not read (14 of 30). Notices with effective dates, including the path-format change and the deprecated Remaining-Req min field (12 of 20). Zendesk and Google Analytics named with a location for the developer centre only (8 of 20). 8 + 14 + 12 + 8 = 42.\n\n### Agent ergonomics: Kraken API +9\n\n- Kraken API (79): The MCP server loads services with -s, defaults to no live trading, and its 152 tool definitions average about 520 characters; the REST API takes count, limit and pair filters but has no field selection (18 of 25). Cursor pagination on ledgers and trades since 30 September and 6 October 2026, with ofs deprecated (17 of 20). Prefixed error strings such as EOrder:Rate limit exceeded and EAPI:Invalid nonce, and the CLI's error catalogue says which to retry (17 of 20). cl_ord_id and validate on orders, destructive_hint and elicitation on dangerous MCP tools, no idempotency key on REST (16 of 20). An official Rust SDK at 5 stars, a Go module and example clients, HMAC-SHA512 signing with a strict nonce (11 of 15). 18 + 17 + 17 + 16 + 11 = 79.\n- Upbit Open API (70): Graded on the REST API with the CLI. Candle counts, list limits and the CLI's --max-items and --transform size responses (16 of 25). Paging and filters on orders and history (15 of 20). error.name codes to branch on, which the November 2026 notice tells clients to use, and 418 with its block length (15 of 20). An order-test endpoint and a CONFIRM gate in the skills; an order identifier for idempotent placement was not checked (11 of 20). Few required parameters, SDKs in three languages and a CLI, but keys need the PC web site and a registered IP (13 of 15). 16 + 15 + 15 + 11 + 13 = 70.\n\n## Score by category\n\n| Category | Weight | Kraken API | Upbit Open API | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 67 | 42 | Kraken API +25 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 80 | 66 | Kraken API +14 |\n| Agent ergonomics | 13% (16.2 this run) | 79 | 70 | Kraken API +9 |\n| Security \u0026 auth | 14% (17.5 this run) | 80 | 59 | Kraken API +21 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 15 | Kraken API +25 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 81 | 83 | Upbit Open API +2 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 65 | 54 | Kraken API +11 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **71 · BB** | **54.7 · C** | |\n\n## Facts side by side\n\n| Fact | Kraken API | Upbit Open API |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Payward, Inc. | Dunamu Inc. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | stdio |  |\n| Auth | OAuth or key | API key |\n| Pricing | Pay per use | Pay per use |\n| x402 | no | no |\n| Licence | Proprietary hosted service under Kraken's Global Terms of Service (30 October 2026). kraken-cli, which carries the kraken-mcp server, is MIT | none |\n| Tools exposed | 152 | 0 |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-29 | 2026-10-20 |\n| Terms last updated | 2026-10-30 | no document linked |\n| Privacy policy last updated | 2026-10-21 | no date given |\n| Customer content may train models | not found in the text | not read yet |\n| Terms restrict automated access | yes | not read yet |\n| Terms restrict benchmarking | yes | not read yet |\n| Terms or service can change without notice | yes | not read yet |\n| Arbitration or class-action waiver | yes | not read yet |\n| Popularity | 795 stars | 91 stars |\n\n## Verdicts\n\n**Kraken API.** Kraken pairs a documented REST, WebSocket and FIX API with the open-source kraken-cli, whose kraken-mcp server gates 33 dangerous tools behind approval and signs in by OAuth with a no-withdrawal key. Spot has no self-service sandbox, no OpenAPI file was found, and a 59-minute connectivity outage hit every interface on 30 October 2026.\n\n**Upbit Open API.** Upbit's Open API has a mandatory IP allow-list, scoped keys with a default withdrawal lock, per-group rate limits with 429 and 418 signalling, an order-test endpoint, official SDKs, a CLI and agent skills with a CONFIRM gate. There is no MCP server, sandbox or status page, and the fees and terms sit on a host our crawler may not read.\n\n## Before you call either\n\n### Kraken API\n\n1. Start kraken-mcp with -s market,paper,feedback or the default services; add trade only with a least-privilege key, and never pass --allow-dangerous on an agent that reads untrusted input\n2. Ask the person to run kraken auth login in their own terminal; it needs a browser and saves a no-withdrawal key that expires in 90 days at most\n3. Send a fresh --cl-ord-id on each order and run it with --validate first; after a network error look the order up before sending it again\n4. Keep the nonce strictly increasing per key and stay under the tier's counter, since EAPI:Rate limit exceeded has no Retry-After header\n5. Test strategies in a paper workspace, which fills at live prices with no account, before a live workspace\n\n### Upbit Open API\n\n1. Ask the person for a key with only the functions the task needs and your server's public IPv4 address registered; a private or unregistered IP is refused\n2. Sign every request with a fresh JWT (HS512, new nonce, SHA512 query hash) and branch on error.name, not error.message\n3. Run POST /v1/orders/test before a live order; it costs nothing and shares the 8-a-second order-test group\n4. Read Remaining-Req and keep orders under 12 a second per pocket; on 429 wait for the next second and on 418 wait out the stated block\n5. Leave the withdrawal safe-lock on unless the person lifts it in the app, and send paths with single slashes and no trailing slash before 16 November 2026\n\n## Questions\n\n### Which is better for AI agents, Kraken API or Upbit Open API?\n\nKraken API scores 71 (BB) on agent readiness against Upbit Open API's 54.7 (C), and leads in 6 of 7 scored categories.\n\n### Do Kraken API and Upbit Open API need an API key?\n\nKraken API takes an API key or an OAuth sign-in. Upbit Open API needs an API key.\n\n### Can an agent call Kraken API and Upbit Open API without installing anything?\n\nKraken API runs on your own machine, with no hosted endpoint listed. No hosted endpoint is listed for Upbit Open API.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/kraken-vs-upbit.json, and with the fewest tokens: https://www.anchorterminal.com/compare/kraken-vs-upbit.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"kraken\", \"b\": \"upbit\"}`. From a terminal: `anchor compare kraken upbit`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/kraken.json and https://www.anchorterminal.com/api/v1/tools/upbit.json\n\n## Other comparisons with Kraken API or Upbit Open API\n\n- [Bitfinex API vs Kraken API](https://www.anchorterminal.com/compare/bitfinex-vs-kraken.md)\n- [Bitfinex API vs Upbit Open API](https://www.anchorterminal.com/compare/bitfinex-vs-upbit.md)\n- [Bitget vs Kraken API](https://www.anchorterminal.com/compare/bitget-vs-kraken.md)\n- [Bitget vs Upbit Open API](https://www.anchorterminal.com/compare/bitget-vs-upbit.md)\n- [Bithumb Open API vs Kraken API](https://www.anchorterminal.com/compare/bithumb-vs-kraken.md)\n- [Bithumb Open API vs Upbit Open API](https://www.anchorterminal.com/compare/bithumb-vs-upbit.md)\n- [Bitstamp API vs Kraken API](https://www.anchorterminal.com/compare/bitstamp-vs-kraken.md)\n- [Bitstamp API vs Upbit Open API](https://www.anchorterminal.com/compare/bitstamp-vs-upbit.md)\n- [Bybit vs Kraken API](https://www.anchorterminal.com/compare/bybit-vs-kraken.md)\n- [Bybit vs Upbit Open API](https://www.anchorterminal.com/compare/bybit-vs-upbit.md)\n- [Crypto.com Exchange API vs Kraken API](https://www.anchorterminal.com/compare/crypto-com-exchange-vs-kraken.md)\n- [Crypto.com Exchange API vs Upbit Open API](https://www.anchorterminal.com/compare/crypto-com-exchange-vs-upbit.md)\n- [Deribit vs Upbit Open API](https://www.anchorterminal.com/compare/deribit-vs-upbit.md)\n- [dYdX vs Upbit Open API](https://www.anchorterminal.com/compare/dydx-vs-upbit.md)\n- [Gate vs Kraken API](https://www.anchorterminal.com/compare/gate-io-vs-kraken.md)\n- [Gate vs Upbit Open API](https://www.anchorterminal.com/compare/gate-io-vs-upbit.md)\n- [Gemini Exchange API vs Kraken API](https://www.anchorterminal.com/compare/gemini-exchange-vs-kraken.md)\n- [Gemini Exchange API vs Upbit Open API](https://www.anchorterminal.com/compare/gemini-exchange-vs-upbit.md)\n- [HTX trading API vs Kraken API](https://www.anchorterminal.com/compare/htx-vs-kraken.md)\n- [HTX trading API vs Upbit Open API](https://www.anchorterminal.com/compare/htx-vs-upbit.md)\n- [Hyperliquid vs Upbit Open API](https://www.anchorterminal.com/compare/hyperliquid-vs-upbit.md)\n- [KuCoin vs Upbit Open API](https://www.anchorterminal.com/compare/kucoin-vs-upbit.md)\n- [MEXC API vs Upbit Open API](https://www.anchorterminal.com/compare/mexc-vs-upbit.md)\n- [Binance API vs Kraken API](https://www.anchorterminal.com/compare/binance-vs-kraken.md)\n- [Binance API vs Upbit Open API](https://www.anchorterminal.com/compare/binance-vs-upbit.md)\n- [Coinbase Advanced Trade API vs Kraken API](https://www.anchorterminal.com/compare/coinbase-advanced-trade-vs-kraken.md)\n- [Coinbase Advanced Trade API vs Upbit Open API](https://www.anchorterminal.com/compare/coinbase-advanced-trade-vs-upbit.md)\n- [Coinbase MCP server (Coinbase for Agents) vs Kraken API](https://www.anchorterminal.com/compare/coinbase-mcp-vs-kraken.md)\n- [Coinbase MCP server (Coinbase for Agents) vs Upbit Open API](https://www.anchorterminal.com/compare/coinbase-mcp-vs-upbit.md)\n- [Kraken API vs KuCoin](https://www.anchorterminal.com/compare/kraken-vs-kucoin.md)\n- [Kraken API vs MEXC API](https://www.anchorterminal.com/compare/kraken-vs-mexc.md)\n- [Kraken API vs OKX API](https://www.anchorterminal.com/compare/kraken-vs-okx.md)\n- [Kraken API vs Uniswap Trading API](https://www.anchorterminal.com/compare/kraken-vs-uniswap.md)\n- [OKX API vs Upbit Open API](https://www.anchorterminal.com/compare/okx-vs-upbit.md)\n- [Uniswap Trading API vs Upbit Open API](https://www.anchorterminal.com/compare/uniswap-vs-upbit.md)\n- [Deribit vs Kraken API](https://www.anchorterminal.com/compare/deribit-vs-kraken.md)\n- [dYdX vs Kraken API](https://www.anchorterminal.com/compare/dydx-vs-kraken.md)\n- [Hyperliquid vs Kraken API](https://www.anchorterminal.com/compare/hyperliquid-vs-kraken.md)\n",
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    "description": "Kraken scores 71 (BB) to Upbit Open's 54.7 (C) for exchange spot trading. Prices, MCP, x402, uptime and agent notes side by side.",
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    "title": "Kraken vs Upbit Open for AI agents in 2026: scores and prices",
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