# MiniChan Code Review — NVIDIA NIM MiniMax-M3

> MiniChan Code Review — NVIDIA NIM MiniMax-M3 is a paid API for AI agents from app-minichi.vercel.app, paid per call via x402, $0.1/call, status unknown (last checked 2026-10-11).

Performs AI-powered code review on submitted source code, returning feedback, issues, and suggestions powered by NVIDIA NIM MiniMax-M3 (428B MoE)

## Facts

- Endpoint: POST https://app-minichi.vercel.app/api/code-review?utm_source=zero.xyz
- Price: $0.1/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-11
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/minichan-code-review-nvidia-nim-minimax-m3-13ed7945
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_b9jI4EN7ImAwYygHnsVnR

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 minichan-code-review-nvidia-nim-minimax-m3-13ed7945 -d '<json body>'
```

Example prompt: Can you review this Python function I wrote — it's supposed to parse a JSON config file and handle missing keys gracefully — and tell me what bugs or improvements you spot?

## When to prefer this

Choose this endpoint when you need a large-model (428B MoE) AI code review backed by NVIDIA NIM infrastructure, especially when you want a pay-per-use model with USDC on Base rather than a subscription, or when integrating code review into an autonomous agent workflow that needs a single REST call without managing LLM credentials.

## Known failure modes

- Missing required 'code' field returns an error
- Extremely long code snippets may exceed token limits
- Unsupported or ambiguous language may produce generic feedback
- Payment failure (insufficient USDC) results in 402 response blocking the call
- Malformed JSON request body returns a 400 error

## How this service works

NVIDIA NIM MiniMax-M3 (428B MoE) powered API for AI agents. 15 multimodal endpoints — text, vision, code, reasoning, creative. Pay with USDC on Base via x402.

## Output

Returns a structured code review including identified bugs, potential issues, code quality observations, style or best-practice violations, and concrete improvement suggestions for the submitted code snippet.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "code"
 ],
 "properties": {
  "code": {
   "type": "string",
   "description": "Code to review"
  },
  "language": {
   "type": "string",
   "description": "Programming language"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object"
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/minichan-code-review-nvidia-nim-minimax-m3-13ed7945/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from app-minichi.vercel.app](https://www.zero.xyz/host/app-minichi.vercel.app/llms.txt)