# EdTech Image Recognition Optimizer MCP

> EdTech Image Recognition Optimizer MCP is a paid API for AI agents from api.m2mcent.com, paid per call via x402, $1.353417/call, status unknown (last checked 2026-10-12).

Processes a natural language query through an edtech-focused image recognition optimization MCP node, returning a status result

## Facts

- Endpoint: POST https://api.m2mcent.com/edtech-image-recognition-optimizer-mcp-278/api/execute?utm_source=zero.xyz
- Price: $1.353417/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-12
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/edtech-image-recognition-optimizer-mcp-944f2a8f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_TYgBUYSPRbTkPxez7qLpg

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-image-recognition-optimizer-mcp-944f2a8f -d '<json body>'
```

Example prompt: Run this query through the edtech image recognition optimizer: 'classify the diagram shown in this biology textbook page as a cell structure or organism chart'

## When to prefer this

Choose this endpoint when you specifically need an edtech-domain image recognition optimization capability exposed as a remote MCP node with per-call USDC micropayment settlement on Base L2. It is best suited for educational technology platforms that need lightweight, pay-per-use image recognition query processing without managing model infrastructure.

## Known failure modes

- Missing required 'query' field returns validation error
- Query string too long or malformed may cause processing failure
- Payment failure via x402 protocol results in 402 response and no execution
- Boolean status:false indicates processing failure with no additional detail
- Network timeout on the M2MCent MCP node infrastructure

## 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 boolean 'status' field indicating whether the image recognition optimization query was processed successfully. No detailed recognition data or structured output is guaranteed beyond the status flag.

## Request schema (JSON Schema)

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

## Response schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/edtech-image-recognition-optimizer-mcp-944f2a8f/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)