# create_and_poll_prediction

Create a new prediction and wait until it

Agent View of the PolicyLayer registry record for `create_and_poll_prediction`. HTML page: https://policylayer.com/tools/deepfates-mcp-replicate/create-and-poll-prediction

## Facts

- Tool: `create_and_poll_prediction`
- Server: Replicate MCP Server (`deepfates/mcp-replicate`) — https://policylayer.com/tools/deepfates-mcp-replicate.md
- Homepage: https://github.com/deepfates/mcp-replicate
- Risk category: Execute (High risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 0
- Recommended policy verdict: Rate-limited

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "create_and_poll_prediction",
    "arguments": {}
  }
}
```

## Why create_and_poll_prediction is rated High

This tool executes an AI model prediction on an external platform (Replicate) and waits for the result. It triggers real computation with potential cost implications and side effects. While it has some financial aspect (Replicate charges per prediction), the primary action is executing an AI model, making Execute the most appropriate category.

From the tool's own definition: "'Create a new prediction and wait until it' — creates a new prediction (execution of an AI model) and polls for completion, triggering external AI model inference on Replicate's platform"

## Use case

AI agents invoke create_and_poll_prediction to trigger actions in Replicate MCP Server. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call: builds kicked off, notifications sent, workflows started.

## Recommended policy (PolicyLayer)

Verdict: **Rate-limited**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Replicate MCP Server:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "create_and_poll_prediction": {
      "limits": [
        {
          "counter": "create_and_poll_prediction_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}
```

## Other tools on Replicate MCP Server (12)

- `clear_image_cache` — Destructive — https://policylayer.com/tools/deepfates-mcp-replicate/clear-image-cache.md
- `cancel_prediction` — Execute — https://policylayer.com/tools/deepfates-mcp-replicate/cancel-prediction.md
- `create_prediction` — Execute — https://policylayer.com/tools/deepfates-mcp-replicate/create-prediction.md
- `get_collection` — Read — https://policylayer.com/tools/deepfates-mcp-replicate/get-collection.md
- `get_image_cache_stats` — Read — https://policylayer.com/tools/deepfates-mcp-replicate/get-image-cache-stats.md
- `get_model` — Read — https://policylayer.com/tools/deepfates-mcp-replicate/get-model.md
- `get_prediction` — Read — https://policylayer.com/tools/deepfates-mcp-replicate/get-prediction.md
- `list_collections` — Read — https://policylayer.com/tools/deepfates-mcp-replicate/list-collections.md
- `list_models` — Read — https://policylayer.com/tools/deepfates-mcp-replicate/list-models.md
- `list_predictions` — Read — https://policylayer.com/tools/deepfates-mcp-replicate/list-predictions.md
- `search_models` — Read — https://policylayer.com/tools/deepfates-mcp-replicate/search-models.md
- `view_image` — Read — https://policylayer.com/tools/deepfates-mcp-replicate/view-image.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=deepfates-mcp-replicate · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/deepfates-mcp-replicate