# NLP Malware Monitor MCP

> NLP Malware Monitor MCP is a paid API for AI agents from api.m2mcent.com, paid per call via x402, $1.028575/call, status unknown (last checked 2026-10-13).

Analyzes a dataset string to detect whether it contains malware-related content using NLP techniques, returning a boolean result.

## Facts

- Endpoint: POST https://api.m2mcent.com/nlp-malware-monitor-mcp-520/api/execute?utm_source=zero.xyz
- Price: $1.028575/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/nlp-malware-monitor-mcp-15446eb0
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_vZUl7itfMee1uoIWjmmIC

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 nlp-malware-monitor-mcp-15446eb0 -d '<json body>'
```

Example prompt: Check this text dataset for malware indicators and tell me if it's flagged as malicious: 'cmd.exe /c powershell -nop -w hidden -encodedCommand ...'

## When to prefer this

Use this endpoint when you need a fast, binary NLP-based malware classification on a text dataset and don't need a detailed breakdown or confidence score. Best suited for lightweight screening pipelines or triage workflows where a true/false signal is sufficient.

## Known failure modes

- Missing 'dataset' field returns a validation error
- Empty string input may return false negatives
- Very large strings may cause timeouts or truncation
- Payment failure (HTTP 402) if USDC balance is insufficient
- Ambiguous or obfuscated malware text may not be detected

## How this service works

The premier global index of 1,069 monetized MCP nodes across 205 specialized subdomains. Gasless USDC runtime settlements via x402 V2 Spec on Base L2. Save 95% token context.

## Output

Returns a JSON object with a single boolean 'result' field: true if the input dataset is detected as containing malware-related content, false otherwise. No additional metadata or confidence score is returned.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "dataset"
 ],
 "properties": {
  "dataset": {
   "type": "string"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "result"
 ],
 "properties": {
  "result": {
   "type": "boolean"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/nlp-malware-monitor-mcp-15446eb0/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from api.m2mcent.com](https://www.zero.xyz/host/api.m2mcent.com/llms.txt)