# DeepSORT Object Tracker MCP

> DeepSORT Object Tracker MCP is a paid API for AI agents from api.m2mcent.com, paid per call via x402, $0.25/call, status unknown (last checked 2026-10-16).

Runs DeepSORT multi-object tracking on video or image sequence data, returning tracked object IDs and trajectories

## Facts

- Endpoint: POST https://api.m2mcent.com/deepsort-object-tracker-mcp/api/process?utm_source=zero.xyz
- Price: $0.25/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-16
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/deepsort-object-tracker-mcp-4791eeed
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_KcoAYI5NYmb9l9AICPad7

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 deepsort-object-tracker-mcp-4791eeed -d '<json body>'
```

Example prompt: Track all the people in this video clip and give me their persistent IDs and bounding box trajectories across every frame using DeepSORT.

## When to prefer this

Choose this endpoint when you need persistent multi-object tracking with re-identification across video frames using the DeepSORT algorithm. It is well-suited for scenarios requiring object trajectory analysis, ID assignment across occlusions, or counting unique objects in a scene. Prefer this over simple object detection when temporal consistency and track persistence matter.

## Known failure modes

- Malformed or missing 'data' field returns a validation error
- Unsupported video format or encoding causes processing failure
- Low-quality or very short sequences may produce unreliable track assignments
- Heavily occluded scenes may cause ID switches or lost tracks
- Oversized payloads may time out or be rejected

## How this service works

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## Output

Returns tracked object data including persistent track IDs, bounding box coordinates per frame, and trajectory information for each detected object across the input sequence.

## Response schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/deepsort-object-tracker-mcp-4791eeed/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)