# Heterogeneous Compute Balancer MCP

> Heterogeneous Compute Balancer MCP is a paid API for AI agents from api.m2mcent.com, paid per call via x402, $0.18/call, status unknown (last checked 2026-09-15).

Balances and distributes workloads across heterogeneous compute resources (e.g. CPU, GPU, specialized accelerators) via a managed API endpoint.

## Facts

- Endpoint: POST https://api.m2mcent.com/heterogeneous-compute-balancer-mcp/api/process
- Price: $0.18/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/heterogeneous-compute-balancer-mcp-d1d45d7c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_yXcSecfmBeRjkW_Fpo-aL

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 heterogeneous-compute-balancer-mcp-d1d45d7c -d '<json body>'
```

Example prompt: I need to run a heavy processing job across available CPU and GPU resources — can you submit this workload data to the heterogeneous compute balancer and get me the result?

## When to prefer this

Choose this endpoint when you need to dynamically distribute or balance compute workloads across heterogeneous hardware types (CPU, GPU, accelerators) without managing the underlying infrastructure yourself. Prefer it over fixed single-hardware endpoints when your workload benefits from automatic resource routing or when you need to abstract away hardware selection.

## Known failure modes

- Malformed or missing 'data' field returns a 400 bad request error
- Compute resource unavailability may result in timeout or 503 error
- Payment failure (insufficient USDC balance) blocks the request via x402 protocol
- Overly large payloads may be rejected or throttled
- Opaque error responses due to minimal schema documentation

## 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 the output of the balanced compute operation — likely a processed result, resource allocation details, or job completion status depending on the submitted workload data.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "payload": {
   "type": "string"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "success": true
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/heterogeneous-compute-balancer-mcp-d1d45d7c/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)