# EdTech Fraud Detection Translator MCP

> EdTech Fraud Detection Translator MCP is a paid API for AI agents from api.m2mcent.com, paid per call via x402, $0.441514/call, status unknown (last checked 2026-10-20).

Analyzes input text and returns a boolean score indicating whether it represents fraudulent or suspicious activity in an educational technology context.

## Facts

- Endpoint: POST https://api.m2mcent.com/edtech-fraud-detection-translator-mcp-161/api/execute?utm_source=zero.xyz
- Price: $0.441514/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-20
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/edtech-fraud-detection-translator-mcp-f3402dbe
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_K1V_k62DK1nllrfyt-OtK

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 edtech-fraud-detection-translator-mcp-f3402dbe -d '<json body>'
```

Example prompt: Check if this student submission looks fraudulent: 'I need someone to take my entire online course for me, pay upfront, guaranteed A grade, contact ghostwriter99@mail.com'.

## When to prefer this

Use this endpoint when you need a lightweight, binary fraud signal specifically tuned for educational technology contexts — such as detecting contract cheating, fake enrollments, or academic integrity violations in student-submitted text. Prefer this over general-purpose content moderation APIs when the domain is specifically edtech fraud.

## Known failure modes

- Missing required 'text' field returns validation error
- Empty string input may return unpredictable results
- Very long text strings may be truncated or rejected
- Payment failure via x402 protocol returns 402 status before processing
- Network timeout on the remote MCP node returns 5xx error

## 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 field 'score': true indicates the input text is flagged as fraudulent or suspicious, false indicates it appears legitimate. No confidence value or explanation is provided.

## Request schema (JSON Schema)

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

## Response schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/edtech-fraud-detection-translator-mcp-f3402dbe/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)