# M2MCent Data Analytics Sentiment Classifier MCP

> M2MCent Data Analytics Sentiment Classifier MCP is a paid API for AI agents from api.m2mcent.com, paid per call via x402, $0.31775/call, status unknown (last checked 2026-10-13).

Classifies sentiment from a dataset string and returns a boolean report result via a monetized MCP node.

## Facts

- Endpoint: POST https://api.m2mcent.com/data-analytics-sentiment-classifier-mcp-199/api/execute?utm_source=zero.xyz
- Price: $0.31775/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/m2mcent-data-analytics-sentiment-classifier-mcp-77498602
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_GSdCsJh615BNgG0S07qwW

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 m2mcent-data-analytics-sentiment-classifier-mcp-77498602 -d '<json body>'
```

Example prompt: Run sentiment classification on this dataset: 'Customers are overwhelmingly satisfied with the new onboarding flow but frustrated by billing delays' — I need a boolean sentiment report back.

## When to prefer this

Choose this endpoint when you need a simple, lightweight boolean sentiment signal from a text dataset with minimal token overhead, and you are operating in an x402-compatible payment environment using USDC on Base L2. Best suited for pipelines that need a true/false sentiment flag rather than a detailed multi-class probability score.

## Known failure modes

- Missing 'dataset' field in request body returns validation error
- Empty or null dataset string may return unexpected boolean result
- Payment failure via x402 protocol results in 402 response and no classification
- Malformed JSON input causes 400 Bad Request
- Very large dataset strings may be truncated or cause timeout

## 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 'report' boolean field indicating the sentiment classification outcome of the submitted dataset — true or false representing the sentiment determination.

## Request schema (JSON Schema)

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

## Response schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/m2mcent-data-analytics-sentiment-classifier-mcp-77498602/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)