# Numora Linear Programming Solver

> Numora Linear Programming Solver is a paid API for AI agents from numormor.netlify.app, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-14).

Solves linear programming optimization problems given objective coefficients and constraint matrices using pure math computation

## Facts

- Endpoint: POST https://numormor.netlify.app/api/solve/linear-programming
- Price: $0.1/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/numora-linear-programming-solver-58e0a3bf
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_y4MIjH6K7Ql_J6JVX9gKR

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability numora-linear-programming-solver-58e0a3bf -d '<json body>'
```

Example prompt: 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.

## When to prefer this

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.

## Known failure modes

- 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

## How this service works

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.

## Output

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.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "A",
  "b",
  "c"
 ],
 "properties": {
  "A": {
   "type": "array"
  },
  "b": {
   "type": "array"
  },
  "c": {
   "type": "array",
   "description": "Objective coefficients"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "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"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/numora-linear-programming-solver-58e0a3bf/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from numormor.netlify.app](https://www.zero.xyz/host/numormor.netlify.app/llms.txt)