# Numora Linear Programming Solver

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

Solves linear programming optimization problems given an objective function and constraints using the simplex or related method

## Facts

- Endpoint: POST https://numormo.vercel.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-9e4a23b3
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_hIjOvint-UFLC-B130RpJ

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-9e4a23b3 -d '<json body>'
```

Example prompt: I need to maximize profit given these objective coefficients c=[5, 4, 3], constraint matrix A=[[6,4,2],[1,2,1.5],[0,3,5]], and constraint bounds b=[240,60,150] — can you solve this linear program for the optimal variable values?

## When to prefer this

Choose this endpoint when you need a pure server-side linear programming solver with no external dependencies and pay-per-use micropayment pricing. Ideal for agents that need on-demand LP solving without managing a math library, a Python runtime, or a subscription. Best for standard LP problems expressed as Ax≤b with a linear objective c·x. If you need mixed-integer programming, nonlinear optimization, or quadratic objectives, look for a more specialized solver.

## Known failure modes

- Infeasible problem — constraints cannot be simultaneously satisfied, returns error or infeasibility flag
- Unbounded problem — objective can grow without limit, returns unbounded indicator
- Malformed matrix dimensions — A, b, c have inconsistent sizes, returns validation error
- Missing required fields A, b, or c — returns 400-level error
- Non-numeric values in input arrays — returns parsing or validation error
- Payment failure — x402 micropayment not completed, returns 402 Payment Required

## 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 a boolean success flag, a result object containing the optimal variable values and the optimal objective function value, and a human-readable computation string describing what was solved and the outcome. If the problem is infeasible or unbounded, this is indicated in the response.

## 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-9e4a23b3/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from numormo.vercel.app](https://www.zero.xyz/host/numormo.vercel.app/llms.txt)