Matrix multiply

Standard matrix multiplication of two 2D arrays: A[m×k] × B[k×n] → C[m×n]. Validates that inner dimensions match. Each dimension is capped at 100.

Input

Field	Type	Description
a *	array	First matrix (2D array of numbers)
b *	array	Second matrix (2D array of numbers)

Example output

{
  "result": [
    [
      19,
      22
    ],
    [
      43,
      50
    ]
  ],
  "dimensions": {
    "m": 2,
    "k": 2,
    "n": 2
  }
}

Try it — see the 402 challenge (free)

curl -i -X POST https://agent402.tools/api/matrix-multiply \
  -H "Content-Type: application/json" \
  -d '{"a":[[1,2],[3,4]],"b":[[5,6],[7,8]]}'

The response is HTTP 402 Payment Required with exact payment requirements. Any x402 v2 client pays automatically and retries:

Paid call (JavaScript agent)

import { wrapFetchWithPayment } from "@x402/fetch";
import { x402Client } from "@x402/core/client";
import { registerExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";

const client = new x402Client();
registerExactEvmScheme(client, { signer: privateKeyToAccount(KEY) });
const payFetch = wrapFetchWithPayment(fetch, client);

const res = await payFetch("https://agent402.tools/api/matrix-multiply", {
  method: "POST",
  headers: { "Content-Type": "application/json" },
  body: JSON.stringify({
    "a": [
      [
        1,
        2
      ],
      [
        3,
        4
      ]
    ],
    "b": [
      [
        5,
        6
      ],
      [
        7,
        8
      ]
    ]
  }),
});

No wallet? Pay with compute

This is a pure-CPU tool, so an agent without a wallet can pay with proof-of-work instead of USDC: fetch a challenge, solve the sha256 puzzle (16 leading zero bits — a fraction of a second of CPU, no money, no AI tokens), and resend with the X-Pow-Solution header.

import { createHash } from "node:crypto";
const lz = (b) => { let t = 0; for (const x of b) { if (!x) { t += 8; continue; } t += Math.clz32(x) - 24; break; } return t; };
const c = await (await fetch("https://agent402.tools/api/pow/challenge?slug=matrix-multiply")).json();
let n = 0;
while (lz(createHash("sha256").update(c.challenge + ":" + n).digest()) < c.difficulty) n++;
await fetch("https://agent402.tools/api/matrix-multiply", { method: "POST", headers: { "X-Pow-Solution": c.token + ":" + n, "Content-Type": "application/json" }, body: JSON.stringify({"a":[[1,2],[3,4]],"b":[[5,6],[7,8]]}) });

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