{"uid":"cap_y4MIjH6K7Ql_J6JVX9gKR","slug":"numora-linear-programming-solver-58e0a3bf","name":"Numora Linear Programming Solver","description":"100 pure math computation endpoints for AI agents. Statistics, financial math, linear algebra, equation solving, calculus, number theory, sequence generation, and unit conversions. Zero external dependencies. x402 micropayments on Base.","url":"https://numormor.netlify.app/api/solve/linear-programming","method":"POST","headers":{},"bodySchema":{"type":"object","required":["A","b","c"],"properties":{"A":{"type":"array"},"b":{"type":"array"},"c":{"type":"array","description":"Objective coefficients"}}},"responseSchema":{"type":"object","required":["success","result","computation"],"properties":{"result":{"type":"object","description":"Computation result varies by endpoint"},"success":{"type":"boolean","description":"Always true on success"},"computation":{"type":"string","description":"Human-readable description of what was computed"}}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.1","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":{"p10Cents":"10.0000","medianCents":"10.0000","p90Cents":"10.0000","minCents":"10.0000","maxCents":"10.0000","p95Cents":"10.0000","sampleCount":1,"varies":false,"failureChargeRate":1},"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_D0ts6mEn_JeK9laW0_zo_","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.1","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Solves linear programming optimization problems given objective coefficients and constraint matrices using pure math computation","exampleAgentPrompt":"Can you solve this linear programming problem for me? I want to minimize the objective c = [2, 3] subject to constraints A = [[1, 1], [2, 1], [1, 2]] and b = [4, 6, 6], where all variables are non-negative.","exampleUseCases":null,"resultDescription":"Returns a JSON object with success boolean, a result object containing the optimal variable values and objective value at the optimum, and a human-readable computation string describing what was solved.","failureModes":["Infeasible LP (no solution satisfying all constraints) — returns error or infeasibility flag","Unbounded LP (objective can be made arbitrarily small/large) — returns unbounded error","Dimension mismatch between A, b, and c — likely returns 400 or error payload","Malformed or non-numeric array inputs — returns validation error","Payment failure via x402 micropayment — 402 response before computation occurs"],"whenToPreferThis":"Use this endpoint when you need a self-contained, dependency-free linear programming solver that accepts a standard-form LP (objective vector, constraint matrix, RHS bounds) and returns the optimal solution. Ideal for agents that need quick LP solutions without setting up a full math library or external solver service. Priced at $0.1 USDC per call via x402 micropayments on Base, making it suitable for automated agent workflows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T00:55:15.495Z","isFirstParty":false}