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Script Master Labs Matrix Solve — Linear Algebra Computation Endpoint
x402
Script Master Labs Matrix Solve — Linear Algebra Computation Endpoint is a paid API for AI agents from squeezeos-api.onrender.com, paid per call via x402, $0.005/call, status unknown (last checked 2026-09-15).
Solves a linear system by computing the solution vector for a given matrix and vector pair, payable per call via USDC/RLUSD on XRPL, Base, or Xahau.
Price / call$0.005
Success—
StatusUnknown
How this service works
SCRIPTMASTERLABS SqueezeOS: agent-native APIs, MCP discovery, verifiable x402 payments, market intelligence, and machine-commerce infrastructure. Truth First. Proof Always. Pay Only for Accepted Delivery.
Output
Returns a JSON object containing the computed solution vector (x) satisfying the equation Ax = b, along with any additional metadata about the computation result. The exact response schema is open (additionalProperties: true), so extra diagnostic or state fields may also be present.
Example use cases
Solve portfolio optimization equations
“I need to solve a linear system for my portfolio weights: matrix [[1,2,0],[3,4,1],[0,1,3]] and vector [5,10,6] — use the SqueezeOS matrix-solve endpoint and pay per call with USDC.”
Compute neural network layer transformation
“Solve the linear system with matrix [[0.5,0.2],[0.3,0.8]] and vector [1.0,0.4] so I can get the transformed output vector for my model layer — pay the $0.005 USDC fee automatically.”
Engineering stress-strain system solution
“Solve Ax=b for my structural analysis: matrix [[4,-1,0],[-1,4,-1],[0,-1,4]] and vector [1,2,1] — use the pay-per-call matrix solver and settle with RLUSD on XRPL.”
Technical details
Endpoint
POSThttps://squeezeos-api.onrender.com/v1/compute/matrix-solveWhen to prefer
Choose this endpoint when you need a pay-per-call, crypto-native linear system solver that integrates directly with XRPL, Base, or Xahau payment rails and you want micropayment settlement in USDC or RLUSD at $0.005 per call. Prefer it in agentic workflows where x402 payment protocol is already in use and you need lightweight, on-demand matrix computation without standing up your own numerical library.
Side effects
- Matrix is singular or non-invertible — system has no unique solution, likely a 400 or computation error
- Mismatched dimensions between matrix and vector — schema validation failure
- Payment failure or insufficient USDC/RLUSD balance — 402 Payment Required response
- Malformed array input (non-numeric values, jagged arrays) — input validation error
- Service unavailability on Render.com free-tier hosting — 503 or timeout
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| matrix | array | |
| vector | array |
Output
Schema · Response
{
"type": "json",
"example": {
"result": {
"solution": [
2,
1
],
"dimension": 2,
"residual_l2": 0
},
"status": "accepted_delivery"
}
}Tags
x402
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