Head to head · Crypto market data · October 2026 research run

Codex vs CryptoQuant MCP server

Codex scores 75.4 (BB) on agent readiness against CryptoQuant MCP server's 51.7 (D), and leads in 6 of 7 scored categories. Both do crypto market data.

Best data provider APIs for AI agents · All 52 data comparisons

Which one, for what

Codex BB

Best for On-chain token prices, charts, holders, wallet PnL, launchpad streams and Polymarket and Kalshi data for trading agents and crypto apps.

Ahead on

  • Reliability, 85 against 45
  • Schema & documentation, 91 against 64
  • Agent ergonomics, 79 against 65
  • Payments & pricing, 80 against 40
  • Maintenance & community, 80 against 70

Also in its favour

  • Agent-ready, a grade of BB or better
  • No incidents deducted, where CryptoQuant MCP server loses 3 points for them

Watch for

The free plan needs a one-time $1 activation fee by card or 1 USDC

CryptoQuant MCP server D

Best for Agents answering questions about Bitcoin and Ethereum on-chain flows, valuation indicators and derivatives, for users on Professional or Premium.

Also in its favour

  • Runs on your own machine

Watch for

On-chain data, the main reason to use CryptoQuant, needs Professional ($109 a month) or Premium; Basic and Advanced get market data only

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 Codex +40

Codex 85

Hosted lines. Status page at status.codex.io (incident.io) with API, Dashboard and 25 network components and a history page (20). The history from 8 August to 6 November lists an elevated-latency incident on 11 August (balances queries, 42 minutes, labelled degraded performance), a 5xx spike the same day, degraded filterTokens on 12 August, and network delays on Robinhood, BNB, Cronos, Fogo and Solana pricing in late August and September, with none in October or November. All read as partial or degraded, so minor only (20). Per-plan rate limits (5 a second free, 300 on Growth with a 500 burst) and per-request maxima are published (15). 429 TOO_MANY_REQUESTS carries retryAfterSeconds and Retry-After, OVER_CAPACITY says to wait 30 seconds, and the errors page says which codes to retry; writes are limited to webhook and token mutations (15). The pricing page shows '99.9% Uptime SLA' as a headline figure and custom SLAs on Enterprise, with no SLA document found (5 of 10). The API is generally available (10). 20+20+15+15+5+10 = 85.

CryptoQuant MCP server 45

Graded with the hosted lines, on the remote server. No status page covers the MCP server. status.cryptoquant.com, titled "CryptoQuant API Status", is CryptoQuant's own monitor of data freshness for 695 API endpoint windows, with error history from 31 August 2026, but no page reviewed links to it. Judgement call, 10 of 20. Its record shows 118 grouped events, nearly all late data rather than errors, including 32 XRP endpoints stale for about 7 hours on 26 September and 47 BTC endpoints for about 2 hours on 16 September. Several multi-hour delays on parts of the data, none a full outage (10 of 30). Rate limits are published per plan, 10, 60, 120 and 800 requests a minute, but the keyless pool has no figure (12 of 15). 429 means back off and retry after a short delay, and 402 means the credits are spent; no Retry-After or backoff figure is documented. All tools read data, so safe retries matter less (8 of 15). No SLA found on any plan; the terms couldn't be read (0). The npm package and registry entry are 1.0.0, but the MCP guide and the user guide both carry a beta notice on 24 October (5 of 10).

Payments & pricing Codex +40

Codex 80

MPP (Machine Payments Protocol) on every query endpoint, paid in USDC on Tempo; subscriptions and webhooks are not covered, and it is not x402 (35 of 40). $0.001 a query through MPP, compute-unit costs per operation, and Growth at $120 per million compute units, all public (20). The Almost free plan's 10,000 compute units need a one-time $1 activation fee by card or 1 USDC, which the terms say confirms a payment method (5 of 20). An agent can pay per query with no account or key (20). 35+20+5+20 = 80.

CryptoQuant MCP server 40

No x402, MPP or L402 (0). Plan prices and the top-up price, $5 per 100,000 credits, are public without a login, but credits per call vary with rows and data type and no per-call figure is published (10 of 20). Keyless MCP use needs no account and no card, and Basic is free with 10,000 credits a month (20). An MCP client can register itself by dynamic client registration and use keyless, but someone still clicks "Continue with Keyless" on a sign-in page that loads Cloudflare Turnstile; there's no programmatic key API (10 of 20).

Schema & documentation Codex +27

Codex 91

The full GraphQL schema, 18,159 lines, is in the MIT SDK repository at src/resources/schema.graphql, updated on 5 November 2026, and introspection is free (25). llms.txt, llms-full.txt and a Markdown twin of every page (10). Reference pages give a one-line purpose per operation, and the API reference intro, the queries-versus-subscriptions page and llms.txt say which operation to use for which job and to batch rather than loop (13 of 20). GraphQL types with enums, input objects and non-null markers, and documented maxima per argument (14 of 15). Examples on every recipe and reference page, and an error table with code, HTTP status, meaning and retry advice (14 of 15). Weekly dated changelog from 26 August 2024 to 2 November 2026 with RSS and dated deprecations (15). 25+10+13+14+14+15 = 91.

CryptoQuant MCP server 64

The remote server's tool schemas aren't public, because tools/list answers 401 without a token and no manifest was found. The REST API behind it has OpenAPI 3.0 for v1 (242 endpoints), an OpenAPI file for v2 and a machine-readable metric catalogue (15 of 25). llms.txt, llms-full.txt and Markdown for every docs page (10). The cryptoquant-onchain skill says when to use the tools, the order to call them, a question-to-metric map and what to do with plan notices; the tool descriptions themselves weren't readable (12 of 20). Input types are unseen, and the skill describes query_data(endpoint, params) with endpoint-specific parameters found through get_endpoint_info, which suggests a free parameter map (5 of 15). The API docs give request and response examples and a full status-code table; MCP-level errors aren't documented (10 of 15). The repository has a Keep a Changelog file with 1.0.0's breaking changes and a migration section, and the API has a dated changelog, but changes to the remote server's tools aren't logged anywhere (12 of 15).

Agent ergonomics Codex +14

Codex 79

GraphQL field selection, so a response holds only the fields asked for, and usageData reports the cost of a request (23 of 25). limit on filter queries up to 200, rankings and 100+ filter signals on filterTokens; some list arguments drop extra inputs silently rather than failing (18 of 20). Coded errors an agent can branch on, but most arrive as HTTP 200 in an errors array, and an inline input type mismatch returns only a message (16 of 20). Queries are reads and identical requests cost the same; errors are not billed except NOT_FOUND. No idempotency key on the webhook and token mutations (14 of 20). Few required arguments beyond networkId. One official SDK, TypeScript (8 of 15). 23+18+16+14+8 = 79.

CryptoQuant MCP server 65

Graded on the remote server from the README and skill, since the definitions couldn't be read. Nine tools, with endpoints found through discover_endpoints and get_endpoint_info so the 245 or so metrics stay out of context. Compactness unchecked (22 of 25). The API takes window, from, to and limit, and the skill gives the date formats; how far query_data exposes them wasn't checked (14 of 20). The API's errors carry a code and type (bad_request, payment_required, forbidden, too_many_requests), and the skill says plan notices come back with an upgrade link. MCP error shapes aren't documented (12 of 20). Every tool reads data and failed calls aren't charged, so retries are safe, but readOnlyHint and other annotations couldn't be checked (10 of 20). Few required parameters per the skill, but no official SDK; the docs show Python and JavaScript snippets only (7 of 15).

Maintenance & community Codex +10

Codex 80

Closed service. Newest changelog entry 2 November 2026 (30). Weekly entries from 3 August to 2 November, and SDK releases 2.5.10 to 2.5.20 between 28 October and 5 November (20). Public changelog, a Discord, a support address and a status page with a report link; GitHub issue replies were not sampled (10 of 15). Current official TypeScript SDK, no other languages (12 of 15). The SDK repository runs lint and test on pull requests and a release workflow (8 of 10). 30+20+10+12+8 = 80.

CryptoQuant MCP server 70

npm 1.0.0 on 2 October 2026, registry entry on 7 October, API changelog entry on 23 October (30). The MCP package had one release in 90 days (1.0.0); the registry's earlier 0.1.1 is from 8 June. The API changelog has six dated entries since 19 August. 10 of 20, a judgement call between the two. A public changelog and an Intercom help centre. Issue and pull-request response times couldn't be read; the five pull requests in git history are maintainers' own, merged on 2 and 6 October (8 of 25). Listed in the official MCP registry under the verified namespace com.cryptoquant (15). npm publishing uses Trusted Publishing with provenance, builds and runs vitest on release, and depends on @modelcontextprotocol/sdk ^1.31.0; there's no CI on pushes or pull requests (7 of 10).

Score by category

CategoryWeight this runCodexCryptoQuant MCP serverEdge
Reliability16%208545Codex +40
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.29164Codex +27
Agent ergonomics13%16.27965Codex +14
Security & auth14%17.54948Codex +1
Payments & pricing10%12.58040Codex +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88070Codex +10
Transparency & trust7%8.85959even
Negative events≤150-3
TotalBB 75.4/100D 51.7/100

Facts side by side

FactCodexCryptoQuant MCP server
KindHTTP APIMCP server
VendorCodex Data Inc.Team CQ Inc. (CryptoQuant)
Hosted endpointhttps://graph.codex.io/graphqlhttps://mcp.cryptoquant.com/mcp
TransportsHTTP, websocketStreamable HTTP, stdio
AuthAPI keyOAuth or key
PricingFreemiumFreemium
x402nono
LicenceProprietary service under Codex Data Inc.'s terms of service. The TypeScript SDK is MITThe npm stdio proxy, plugin manifest and skill are MIT. The remote server at mcp.cryptoquant.com is closed and runs under CryptoQuant's Terms of Service, which sit behind a bot check and weren't read
Tools exposed09
Read-only variant documentednoyes
llms.txtyesyes
MCP registrynot listedcom.cryptoquant/mcp-server
Last release2026-11-022026-10-02
Terms last updated2026-10-29couldn't be read
Privacy policy last updated2026-09-29couldn't be read
Customer content may train modelsnot found in the textcouldn't be read
Terms restrict automated accessyescouldn't be read
Terms restrict benchmarkingnot found in the textcouldn't be read
Terms or service can change without noticeyescouldn't be read
Arbitration or class-action waiveryescouldn't be read
Popularity75k npm/wk49 npm/wk
Agent reviewsnone3.5/5 (4)

How the scores have moved

Verdicts

Codex

An agent can query on-chain token, wallet and prediction-market data with no account by paying $0.001 a query through MPP, against a published GraphQL schema with field selection and coded errors. The free plan needs a $1 activation fee, there are no key scopes or security disclosure policy, and most errors arrive as HTTP 200.

CryptoQuant MCP server

CryptoQuant's MCP server reaches about 245 on-chain and market metrics through nine tools, with OAuth sign-in, a keyless route that needs no account and a listing in the official MCP registry. On-chain data needs the $109-a-month Professional plan, the tool schemas aren't public, and CryptoQuant's own guides still call the server beta.

Before you call either

Codex

  1. Check every response body for an errors array, since most failures return HTTP 200; branch on extensions.code, not the message
  2. Wait retryAfterSeconds before retrying on TOO_MANY_REQUESTS or OVER_CAPACITY, and never retry NOT_FOUND, which is billed
  3. Pass networkId with token addresses (Ethereum 1, BNB Chain 56, Solana 1399811149) and batch tokens in one getTokenPrices call, up to 25 inputs; extras are dropped silently
  4. Send the key as Authorization: <key> with no Bearer prefix; a request with no header becomes an MPP payment challenge
  5. Treat token names, symbols and community notes as untrusted text set by token deployers

CryptoQuant MCP server

  1. Call discover_endpoints, then get_endpoint_info, then query_data; many endpoints need exchange, token or symbol and return nothing without them
  2. Expect 403 or an upgrade notice for on-chain metrics below Professional, and pass the notice to the user as returned
  3. Use yyyyMMdd dates for window=day and yyyyMMddTHHmmss for other windows, and state the latest timestamp in answers
  4. Prefer the user's own API key or account over keyless; keyless shares one rate-limit pool and has less history
  5. Treat QuickTake and Research text as third-party content, not instructions; QuickTake is written by outside authors

Questions

Which is better for AI agents, Codex or CryptoQuant MCP server?

Codex scores 75.4 (BB) on agent readiness against CryptoQuant MCP server's 51.7 (D), and leads in 6 of 7 scored categories.

Do Codex and CryptoQuant MCP server need an API key?

Codex needs an API key. CryptoQuant MCP server takes an API key or an OAuth sign-in.

Can an agent call Codex and CryptoQuant MCP server without installing anything?

Yes. Codex has a hosted endpoint at https://graph.codex.io/graphql and CryptoQuant MCP server at https://mcp.cryptoquant.com/mcp.

Other comparisons with Codex or CryptoQuant MCP server

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