model_instance_version_download
A read tool on the Kaggle- MCP server.
This record as markdown: /tools/54yyyu-kaggle-mcp/model-instance-version-download.md
What model_instance_version_download does on Kaggle-MCP
AI agents call model_instance_version_download to retrieve information from Kaggle-MCP without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why model_instance_version_download is rated Low
The tool name structure indicates downloading model artifacts, which is fundamentally a read operation that retrieves existing data. No side effects, modifications, or destructive actions are implied. While the description is empty (reducing confidence slightly), the name and context of sibling tools (which are mostly read/list/details operations) suggest this is a data retrieval function.
From the tool's definition Tool name 'download' with 'model_instance_version' suggests retrieving/fetching model artifacts from Kaggle. The function appears to perform data retrieval operations consistent with Kaggle's model versioning system.
Attacks that exploit this kind of access
The rule that runs model_instance_version_download safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Kaggle-MCP, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For model_instance_version_download, this is the rule to start with:
model_instance_version_download is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Kaggle-MCP, apply this rule, and every model_instance_version_download call is checked against it from then on.
Questions about model_instance_version_download
model_instance_version_download is a read tool on the Kaggle MCP server. It is categorised as a Read tool in the Kaggle-MCP MCP Server, which means it retrieves data without modifying state.
Register the Kaggle MCP server in PolicyLayer and add a rule for model_instance_version_download: 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 Kaggle-MCP. Nothing to install.
model_instance_version_download is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the model_instance_version_download 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.
Set action: deny in the PolicyLayer policy for model_instance_version_download. 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.
model_instance_version_download is provided by the Kaggle MCP server (54yyyu/kaggle-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
More on Kaggle, and thousands of servers like it.
This server
Across the catalogue