Head to head · Exchange market data · October 2026 research run
Bithumb Open API vs Gemini Exchange API
Gemini Exchange API scores 74.6 (BB) on agent readiness against Bithumb Open API's 50.6 (D), and leads in every scored category. Both do exchange market data.
Best crypto exchange APIs and MCP servers for AI agents · All 210 exchanges comparisons
Which one, for what
Best for KRW-market trading for agents acting for a verified Korean account, with a vendor-built MCP server, CLI and skills.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
No sandbox or testnet; every order uses real funds
Best for An agent trading spot, perpetuals or prediction markets for a US customer with a role-limited key and a sandbox to rehearse on.
Ahead on
- Reliability, 73 against 34
- Schema & documentation, 88 against 64
- Agent ergonomics, 79 against 67
- Security & auth, 78 against 60
- Payments & pricing, 40 against 15
- Maintenance & community, 88 against 69
- Transparency & trust, 75 against 47
Also in its favour
- Agent-ready, a grade of BB or better
Watch for
Client order ids are only recommended to be unique and no duplicate rejection is documented, so a retried order can execute twice
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Reliability Gemini Exchange API +39
Bithumb Open API 34
Read with the hosted lines. No status page found on apidocs.bithumb.com or in llms.txt; wallet-status and notices endpoints stand in (0). No readable incident history, though two notices record a public WebSocket interruption and a brief service break (5). Rate limits documented per category with numbers, updated 27 October 2026 (15). A breach is described only as a temporary restriction, with no status code, header or Retry-After, and no client order id or idempotency key is documented; 422 order_not_ready and 500 server_error say to retry later (4 of 15). No SLA found (0). The API is generally available; the MCP server and CLI are at 0.8.5 (10). 0 + 5 + 15 + 4 + 0 + 10 = 34.
Gemini Exchange API 73
Read with the hosted lines on the REST API at api.gemini.com. status.gemini.com is a Statuspage site with component history (20). Its Atom feed for 10 September to 3 November 2026 holds 25 entries, mostly scheduled trading and FIX upgrades of 15 to 60 minutes with possible order timeouts, single-network deposit delays, and incorrect perpetual index prices for about 3.5 hours on 15 and 16 October; a 3-hour scheduled eOTC window was planned and outside the core API. Minor only (20). Rate limits with numbers, 120 a minute public and 600 private plus per-endpoint limits (15). 429 is documented but with no Retry-After or backoff guidance, and client order ids are recommended without duplicate rejection, so retries are not safe by contract; the heartbeat cancel is a safety net rather than idempotency (8 of 15). No SLA found (0). Generally available (10). 20 + 20 + 15 + 8 + 0 + 10 = 73.
Transparency & trust Gemini Exchange API +28
Bithumb Open API 47
The editorial half. A closed service whose terms couldn't be read (timeouts and a title-only page); the kit is MIT with a disclaimer naming Bithumb Co., Ltd. (10 of 30). No privacy policy read (0 of 30, unchecked). Dated retirement of WebSocket Private v1 and effective dates on breaking notices (14 of 20). No subprocessor or data-location statement read (0 of 20). 10 + 0 + 14 + 0 = 24.
Gemini Exchange API 75
The editorial half. A closed service under a user agreement that names its entities by state, with the MCP server and SDKs open under Apache-2.0 (18 of 30). The privacy policy of 11 May 2026 names entities and processing countries, ties retention to need without numbers and names provider categories only, with no DPA or subprocessor list found (16 of 30). The revision history records removals and type changes with dates, but the upcoming-changes page is "TBD" and no notice period is stated (8 of 20). Processing countries are named (US, Ireland, UK, Malta, Singapore, Australia) and providers by category, with no named subprocessors (12 of 20). 18 + 16 + 8 + 12 = 54.
Payments & pricing Gemini Exchange API +25
Bithumb Open API 15
No machine payment protocol (0). The fee page timed out on every attempt, so no price is recorded (0 of 20, unchecked). Public market data needs 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 in the browser (0). 0 + 0 + 15 + 0 = 15.
Gemini Exchange API 40
No machine payment protocol (0). The API fee schedule is public per tier without login, 0.6% maker and 1.2% taker at the base tier (20). The API is free to call, public market data needs no key, and the sandbox credits test funds with no card (20). A person must sign up in a browser with identity checks, mint a key or approve an OAuth grant, and production OAuth apps wait for Gemini's review (0). 0 + 20 + 20 + 0 = 40.
Schema & documentation Gemini Exchange API +24
Bithumb Open API 64
No OpenAPI found; the reference is a readme.io site with Markdown twins, and the MCP tool schemas weren't read since the server's source isn't published (5 of 25). llms.txt on apidocs.bithumb.com (10). Reference pages state purpose and the skills say when to use each module and when not to (15 of 20). Typed parameters with enums for side, order type and time in force (10 of 15). Examples in several languages and an error-code page with names, statuses and meanings (12 of 15). Versions per endpoint (v1, v2, v2.1.5) and notices with effective dates (12 of 15). 5 + 10 + 15 + 10 + 12 + 12 = 64.
Gemini Exchange API 88
OpenAPI 3 for REST (specs/openapi/rest.yaml), AsyncAPI for WebSocket, a prediction-markets OpenAPI file and a specs/index.json catalogue; the MCP server's tools take zod schemas published as JSON Schema (25). llms.txt, llms-full.txt, agents.md, an agent card and an agent skills index (10). Endpoint pages state purpose, the Build an agent guide says what to establish before acting and when to stop, and MCP tool descriptions tell the model when to confirm; the docs don't say when not to use an endpoint (15 of 20). Typed inputs with enums for order types, options and sessions, required fields marked, decimals as strings since 7 July 2026 (12 of 15). Examples throughout, samples in three languages, and an error-codes page with 53 named reasons and their HTTP statuses (14 of 15). A revision history dated from 2015 to 28 October 2026 and versioned paths (v1, v2), but the upcoming-changes page reads "TBD" (12 of 15). 25 + 10 + 15 + 12 + 14 + 12 = 88.
Maintenance & community Gemini Exchange API +19
Bithumb Open API 69
Read as a closed service. Rate limits updated 27 October 2026 and the ticker cap effective 13 October 2026 (30). Batch orders 20 August, Private v1 retired 30 September, the ticker cap 13 October and the limits page 27 October 2026 (20). A phone support line, dated notices and a GitHub repository with no open issues and one commit; replies not observed (9 of 15). The MCP server is not in the official MCP registry and there is no SDK; the CLI and MCP packages are current (5 of 15). The MCP package depends only on @modelcontextprotocol/sdk ^1.26 on Node 18, with no public source or CI (5 of 10). 30 + 20 + 9 + 5 + 5 = 69.
Gemini Exchange API 88
Read as a closed hosted service with an open repository. The revision history's latest entry is 28 October 2026 and the repository was pushed on 5 October (30). Thirteen dated entries between 2 September and 28 October 2026 (20). The nine open items on the repository are all pull requests with replies, Dependabot included, and the docs name trading@gemini.com for developer support; no public issue tracker was tested (15 of 25). Not in the official MCP registry, but current official SDKs, TypeScript 0.1.1 of 23 September and Go 0.1.0 of 29 August 2026 (15). CI workflows validate and publish both SDKs and the MCP server has tests; dependencies are current (8 of 10). 30 + 20 + 15 + 15 + 8 = 88.
Security & auth Gemini Exchange API +18
Bithumb Open API 60
Keys scoped to chosen permissions, mandatory registered IPs, one-year expiry, a JWT per request and a key-list endpoint with expiry (26 of 30). Read-only keys, --read-only on the MCP server, per-profile read_only on the CLI, a second factor on KRW deposits and withdrawals, and skills that refuse to switch profiles to bypass read-only; nothing server-side confirms an order (16 of 20). The API returns exchange data and the disclaimer warns about prompt injection through third-party plugins (11 of 15). A local audit log for CLI and MCP calls and a key-list endpoint; no server-side per-call log (7 of 15). security.txt timed out and no disclosure policy, bug bounty or certification was found (0 of 20, security.txt unchecked). 26 + 16 + 11 + 7 + 0 = 60.
Gemini Exchange API 78
Revocable API keys with one role each (Trader, Fund Manager, Auditor, Administrator), HMAC-SHA384 signing with a nonce, and OAuth 2.0 with scopes, PKCE S256, single-use refresh tokens and RFC 7009 revocation; no IP allow-list documented and no key expiry (28 of 30). Auditor is read-only, a Trader key cannot withdraw, approved withdrawal addresses are a Fund Manager action, and the MCP server refuses funds-moving tools without confirm: true (18 of 20). The MCP server wraps every response in untrusted-output markers, strips control and bidi characters and redacts memos, labels and agreement text; the REST docs say nothing on the subject (13 of 15). Order and transfer history are readable, but no per-key audit log or API access log was found (5 of 15). security.txt with a PGP contact and a bug bounty paying $150 to $20,000, scoped to the sandbox hosts; no certification was read and no public advisory process was found (14 of 20). 28 + 18 + 13 + 5 + 14 = 78.
Score by category
| Category | Weight this run | Bithumb Open API | Gemini Exchange API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 34 | 73 | Gemini Exchange API +39 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 64 | 88 | Gemini Exchange API +24 |
| Agent ergonomics | 13%16.2 | 67 | 79 | Gemini Exchange API +12 |
| Security & auth | 14%17.5 | 60 | 78 | Gemini Exchange API +18 |
| Payments & pricing | 10%12.5 | 15 | 40 | Gemini Exchange API +25 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 69 | 88 | Gemini Exchange API +19 |
| Transparency & trust | 7%8.8 | 47 | 75 | Gemini Exchange API +28 |
| Negative events | ≤15 | 0 | 0 | |
| Total | D 50.6/100 | BB 74.6/100 |
Facts side by side
| Fact | Bithumb Open API | Gemini Exchange API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Bithumb Co., Ltd. | Gemini Trust Company, LLC |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | stdio | stdio |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | none | Proprietary hosted API under Gemini's user agreement. The developer-platform repository (MCP server, TypeScript and Go SDKs, samples and skills) is Apache-2.0 |
| Tools exposed | 41 | 87 |
| Read-only variant documented | yes | yes |
| llms.txt | yes | yes |
| Last release | 2026-10-13 | 2026-10-28 |
| Terms last updated | couldn't be read | couldn't be read |
| Privacy policy last updated | no document linked | no date given |
| Customer content may train models | couldn't be read | yes |
| Terms restrict automated access | couldn't be read | couldn't be read |
| Terms restrict benchmarking | couldn't be read | couldn't be read |
| Terms or service can change without notice | couldn't be read | couldn't be read |
| Arbitration or class-action waiver | couldn't be read | couldn't be read |
| Popularity | 6 stars | 8 stars, 99 npm/wk |
Verdicts
Bithumb Open API
Bithumb runs an official local MCP server with 41 tools, module selection and a read-only flag, beside a CLI with per-profile read-only gating and six agent skills, over an API with scoped one-year keys and a mandatory IP list. There is no sandbox, no status page, no documented 429 behaviour, and the fees and terms couldn't be read.
Gemini Exchange API
Gemini publishes an OpenAPI and AsyncAPI contract, API key roles that keep withdrawals off a trading key, a funded sandbox, and an official MCP server whose tools carry read-only and destructive annotations and a confirm gate. Client order ids are not checked for duplicates, there is no SLA, and UK, EEA and Australian accounts closed in April 2026.
Before you call either
Bithumb Open API
- Ask for a key with asset and order inquiry plus order placement only, never withdrawals, with your IP registered; keys expire after one year and a wrong IP answers 401 NotAllowIP
- Start the server with
--modules market,account,trade --read-onlyfor analysis and drop--read-onlyonly when the person asks to trade; deposit and withdraw modules stay off - Prefer the
bithumbCLI for writes, as the skills do, and checkbithumb config show --jsonfor a read-only profile before any order - Keep the ticker's markets parameter at 200 or fewer, batch orders at 30 and cancels at 30 per request, and stay under 140 private calls a second per category
- Retry 422 order_not_ready and 500 server_error after a pause; there is no sandbox, so start with the smallest order the market allows
Gemini Exchange API
- Create a Trader key for order flow and a separate Fund Manager key only if withdrawals are in scope; never combine them, and keep the secret out of prompts and logs
- Set a
client_order_idper order and look it up withget_order_statusbefore resending after a timeout, because Gemini does not reject duplicates - Start on api.sandbox.gemini.com with the same code; sandbox apps register at once, production OAuth apps wait for Gemini's review
- Stay under 1 public and 5 private requests a second; a 429 keeps answering 429 until the rate falls, with no Retry-After to read
- Check the person's country against the availability page first; UK, EEA and Australian accounts were closed on 6 April 2026
Questions
Which is better for AI agents, Bithumb Open API or Gemini Exchange API?
Gemini Exchange API scores 74.6 (BB) on agent readiness against Bithumb Open API's 50.6 (D), and leads in every scored category.
Do Bithumb Open API and Gemini Exchange API need an API key?
Bithumb Open API needs an API key. Gemini Exchange API takes an API key or an OAuth sign-in.
Can an agent call Bithumb Open API and Gemini Exchange API without installing anything?
Bithumb Open API runs on your own machine, with no hosted endpoint listed. Gemini Exchange API runs on your own machine, with no hosted endpoint listed.
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Machine-readable
- This page as Markdown
/compare/bithumb-vs-gemini-exchange.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/bithumb.json·/api/v1/tools/gemini-exchange.json - From a terminal
anchor compare bithumb gemini-exchange(the CLI) - Over MCP
compare_tools {"a": "bithumb", "b": "gemini-exchange"}at/mcp, no key