# Numora Linear Programming Solver

> Numora Linear Programming Solver is a paid API for AI agents from numomo.vercel.app, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-15).

Solves linear programming optimization problems given objective coefficients and constraint matrices

## Facts

- Endpoint: POST https://numomo.vercel.app/api/solve/linear-programming
- Price: $0.1/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/numora-linear-programming-solver-7ccd70e3
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_IABxI6qMRjhCIEWEXxwP8

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-7ccd70e3 -d '<json body>'
```

Example prompt: Solve a linear programming problem where I want to minimize 2x + 3y subject to the constraints: x + y >= 4, 2x + y >= 6, x >= 0, y >= 0 — give me the optimal x and y values.

## When to prefer this

Use this endpoint when you need to solve a standard linear programming problem (minimize or maximize a linear objective subject to linear inequality constraints) without setting up a local solver. It is ideal for resource allocation, production planning, diet problems, and logistics routing where all relationships are linear. Prefer this over general equation solvers when your problem has inequality constraints and a linear objective function.

## Known failure modes

- Infeasible problem: constraints are contradictory and no solution exists
- Unbounded problem: objective can be minimized/maximized to infinity
- Malformed input: A, b, or c arrays have mismatched dimensions
- Empty or missing required fields (A, b, or c) returns a validation error
- Non-numeric values in input arrays cause parse errors

## 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 'success' boolean, a 'result' object containing the optimal variable values and the optimal objective function value, and a 'computation' string describing what was solved in human-readable form.

## 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-7ccd70e3/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from numomo.vercel.app](https://www.zero.xyz/host/numomo.vercel.app/llms.txt)