{"uid":"cap_CScu7L0UVhhPzYXft-F-D","slug":"script-master-labs-matrix-solve-linear-algebra-computation-endpoint-ad446370","name":"Script Master Labs Matrix Solve — Linear Algebra Computation Endpoint","description":"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.","url":"https://squeezeos-api.onrender.com/v1/compute/matrix-solve","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"matrix":{"type":"array"},"vector":{"type":"array"}}},"responseSchema":{"type":"json","example":{"result":{"solution":[2,1],"dimension":2,"residual_l2":0},"status":"accepted_delivery"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.005","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.005/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.005","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.005","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_UX4Kkzlq-n5pfSwx8GF5x","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.005","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"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.","exampleAgentPrompt":"Solve the linear system where the matrix is [[2,1],[5,7]] and the vector is [11,13] — pay for it using USDC via the SqueezeOS matrix-solve endpoint.","exampleUseCases":[{"title":"Solve portfolio optimization equations","prompt":"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."},{"title":"Compute neural network layer transformation","prompt":"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."},{"title":"Engineering stress-strain system solution","prompt":"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."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T12:57:25.777Z","isFirstParty":false}