Micro Materials Optical Bandgap Fit
by Optical band-gap fit audit in AI models & inference
Evaluate supplied absorption observations under a declared band-gap model with fit-window sensitivity. No universal band-gap or integrated-device performance claim.
https://www.mahastrategies.com/api/v1/micro/materials-optical-bandgap-fit- Price
- $0.109
- per call in USDC
- Uptime
- 100%
- last 30 days
- Response time
- 348 ms
- 680 ms slowest 5%
- Last check
- Passed
- 2 h ago, next any minute now
Reliability
How to call it
POST https://www.mahastrategies.com/api/v1/micro/materials-optical-bandgap-fit
Each call costs $0.109001 in USDC on Base, paid with the request over x402.
Run a free test callOne unpaid request, the way an agent sends it. You see the payment challenge it gets back. Nothing is charged.
Example request
From the listing.
POST https://www.mahastrategies.com/api/v1/micro/materials-optical-bandgap-fit
content-type: application/json
{
"absorptionPerM": [
0.47140452079103173,
0.5,
0.4898979485566356,
0.47140452079103173,
0.45175395145262565
],
"dataClass": "synthetic",
"energyEV": [
1.5,
2,
2.5,
3,
3.5
],
"fitEndIndex": 4,
"fitStartIndex": 0,
"transition": "direct-allowed"
}Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
absorptionPerM | array | Yes | |
dataClass | string | Yes | One of: public, synthetic. |
energyEV | array | Yes | |
fitEndIndex | integer | Yes | |
fitStartIndex | integer | Yes | |
transition | string | Yes | One of: direct-allowed, indirect-allowed. |
Example response
The provider's example. We can't check it without paying.
Example response, 35 lines
{
"amountBaseUnits": "109001",
"boundaries": [
"Public or synthetic inputs only. Caller labels are declarations,…"
],
"inputDigest": "sha256:5305285dfc93d851efc37ee098ac8618f40a840979f84f44bc26b5388…",
"offerId": "materials-optical-bandgap-fit",
"receiptDigest": "sha256:0aaaa6aed0d3be49e2d24c58af2cd1ccd1b209808fdaa71a4b2fe1e75…",
"result": {
"findings": {
"bandgapEV": 1,
"fitWindowSensitivityEV": 0,
"method": "Tauc linear extrapolation: (alpha*E)^2 direct allowed, ^0.5 indi…",
"transformedFit": {
"degreesOfFreedom": 3,
"intercept": -1,
"rSquared": 1,
"residualStandardError": 3.45182366138e-16,
"residuals": [
3.33066907388e-16
],
"slope": 1,
"slopeStandardError": 2.18312497025e-16
},
"transition": "direct-allowed",
"trimmedWindowBandgapEV": 1
},
"limitations": [
"Public or synthetic research inputs only; no patient, personal g…"
],
"methodVersion": "maha-science50/1.0.0",
"numericPrecision": "IEEE754-double; finite outputs rounded to 12 significant digits"
},
"version": "maha-microproducts/0.1"
}Call it from code
The curl command shows the payment challenge. The JavaScript and Python versions pay and call, and never pay more than $0.109001.
curl: see the payment challenge
# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i -X POST 'https://www.mahastrategies.com/api/v1/micro/materials-optical-bandgap-fit' \
-H 'content-type: application/json' \
--data-raw '{"absorptionPerM":[0.47140452079103173,0.5,0.4898979485566356,0.47140452079103173,0.45175395145262565],"dataClass":"synthetic","energyEV":[1.5,2,2.5,3,3.5],"fitEndIndex":4,"fitStartIndex":0,"transition":"direct-allowed"}'
# x402 v2 sends the challenge base64-encoded in the PAYMENT-REQUIRED header (v1 sends it in the body).
# To read the header:
curl -sS -g -o /dev/null -D - -X POST 'https://www.mahastrategies.com/api/v1/micro/materials-optical-bandgap-fit' \
-H 'content-type: application/json' \
--data-raw '{"absorptionPerM":[0.47140452079103173,0.5,0.4898979485566356,0.47140452079103173,0.45175395145262565],"dataClass":"synthetic","energyEV":[1.5,2,2.5,3,3.5],"fitEndIndex":4,"fitStartIndex":0,"transition":"direct-allowed"}' \
| grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decodeJavaScript: pay and call
// npm i @x402/fetch @x402/evm viem
import { wrapFetchWithPayment, x402Client } from "@x402/fetch";
import { registerExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";
// Pays at most $0.109001 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.109001" });
registerExactEvmScheme(client, { signer: privateKeyToAccount(process.env.EVM_PRIVATE_KEY) });
const pay = wrapFetchWithPayment(fetch, client);
// Not sure it's safe to pay? ToolVet checks it first for $0.005. Pay for that from a separate
// client: this one is capped at $0.109001 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fwww.mahastrategies.com%2Fapi%2Fv1%2Fmicro%2Fmaterials-optical-bandgap-fit&method=POST
const res = await pay("https://www.mahastrategies.com/api/v1/micro/materials-optical-bandgap-fit", {
method: "POST",
headers: { "content-type": "application/json" },
body: JSON.stringify({
"absorptionPerM": [
0.47140452079103173,
0.5,
0.4898979485566356,
0.47140452079103173,
0.45175395145262565
],
"dataClass": "synthetic",
"energyEV": [
1.5,
2,
2.5,
3,
3.5
],
"fitEndIndex": 4,
"fitStartIndex": 0,
"transition": "direct-allowed"
}),
});
console.log(res.status, await res.text());Python: pay and call
# pip install "x402[requests,evm]"
import os
from eth_account import Account
from x402 import x402ClientSync
from x402.http.clients import x402_requests
from x402.mechanisms.evm import EthAccountSigner
from x402.mechanisms.evm.exact.register import register_exact_evm_client
# Pays at most $0.109001 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.109001"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))
with x402_requests(client) as session:
res = session.post(
"https://www.mahastrategies.com/api/v1/micro/materials-optical-bandgap-fit",
json={
"absorptionPerM": [
0.47140452079103173,
0.5,
0.4898979485566356,
0.47140452079103173,
0.45175395145262565,
],
"dataClass": "synthetic",
"energyEV": [
1.5,
2,
2.5,
3,
3.5,
],
"fitEndIndex": 4,
"fitStartIndex": 0,
"transition": "direct-allowed",
},
)
print(res.status_code, res.text)Security scan
No findings
We scan names, descriptions and tool definitions for hidden instructions and other prompt-injection patterns.
Recent checks
| When | Result | HTTP | Time | Price |
|---|---|---|---|---|
| 2 h ago | Passed | 402 | 546 ms | $0.109 |
| 7 h ago | Passed | 402 | 701 ms | $0.109 |
| 11 h ago | Passed | 402 | 348 ms | $0.109 |
| 15 h ago | Passed | 402 | 306 ms | $0.109 |
| 20 h ago | Passed | 402 | 380 ms | $0.109 |
Show 10 older checks
| 24 h ago | Passed | 402 | 326 ms | $0.109 |
| 28 h ago | Passed | 402 | 276 ms | $0.109 |
| 31 h ago | Passed | 402 | 217 ms | $0.109 |
| 35 h ago | Passed | 402 | 229 ms | $0.109 |
| 39 h ago | Passed | 402 | 546 ms | $0.109 |
| 43 h ago | Passed | 402 | 369 ms | $0.109 |
| 47 h ago | Passed | 402 | 269 ms | $0.109 |
| 2 days ago | Passed | 402 | 328 ms | $0.109 |
| 2 days ago | Passed | 402 | 482 ms | $0.109 |
| 2 days ago | Passed | 402 | 680 ms | $0.109 |