competition_download_files
AI agents call competition_download_files to retrieve information from Kaggle-MCP without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
The tool downloads files from Kaggle competitions, which is a read operation that retrieves data without modification, deletion, or execution of code. While 'download' could theoretically involve side effects, in the Kaggle context it refers to fetching existing competition data for local use.
From the tool's definition Tool name 'competition_download_files' and server context indicating Kaggle API integration for downloading datasets and competition files. No description provided, but naming and server purpose suggest retrieval of existing data.
Attacks that exploit this kind of access
competition_download_files. 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 competition_download_files: 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.
competition_download_files 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 competition_download_files 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 competition_download_files. 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.
competition_download_files is provided by the Kaggle- MCP server (realbytecode/kaggle-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
competition_download_files is one line of Kaggle-'s registry record.
The record carries the whole server: verified identity, auth posture, risk grade, every tool classified, recommended policy — re-checked continuously.
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