Medium Risk

Text-to-Video

Generate videos from text descriptions via AI

Risk signalsConsumes API credits for video generation

Part of the Pypi:mcp Sora server.

Text-to-Video can modify Pypi:mcp Sora data, with no limits today. PolicyLayer puts allow, deny, and rate-limit rules on every call. Live in minutes.

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AI agents use Text-to-Video to create or modify resources in Pypi:mcp Sora. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.

Without a policy, an AI agent could call Text-to-Video repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach Pypi:mcp Sora.

Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "Text-to-Video": {
      "limits": [
        {
          "counter": "text-to-video_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

See the full Pypi:mcp Sora policy for all 7 tools.

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These attack patterns abuse exactly the kind of access Text-to-Video gives an agent. Each links to the full case and the policy that stops it:

Browse the full MCP Attack Database →

Every attack above starts with a tool call. PolicyLayer checks each one against your policy first, so Text-to-Video only ever does what you allow.

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Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.

What does the Text-to-Video tool do? +

Generate videos from text descriptions via AI. It is categorised as a Write tool in the Pypi:mcp Sora MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on Text-to-Video? +

Register the Pypi:mcp Sora MCP server in PolicyLayer and add a rule for Text-to-Video: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Pypi:mcp Sora. Nothing to install.

What risk level is Text-to-Video? +

Text-to-Video is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit Text-to-Video? +

Yes. Add a rate_limit block to the Text-to-Video rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.

How do I block Text-to-Video completely? +

Set action: deny in the PolicyLayer policy for Text-to-Video. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.

What MCP server provides Text-to-Video? +

Text-to-Video is provided by the Pypi:mcp Sora MCP server (AceDataCloud/MCPSora). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Pypi:mcp Sora tool call.

Deterministic rules across all 7 Pypi:mcp Sora tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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