competition_download_files
A read tool on the Kaggle- MCP server.
This record as markdown: /tools/54yyyu-kaggle-mcp/competition-download-files.md
What competition_download_files does on Kaggle-MCP
AI agents call competition_download_files 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 competition_download_files is rated Low
Despite the empty description, the naming convention and context of sibling tools strongly suggest this downloads (retrieves) competition files for local use, which is a Read operation with no side effects on the Kaggle system. The low confidence reflects the empty description, but confidence is elevated by consistent naming patterns across the server.
From the tool's definition Tool name 'competition_download_files' indicates retrieval of files from a Kaggle competition; sibling tools like 'competition_details', 'competition_leaderboard', 'competition_list_files' are all read-only query operations, suggesting this tool follows the…
Attacks that exploit this kind of access
The rule that runs competition_download_files 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 competition_download_files, this is the rule to start with:
competition_download_files 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 competition_download_files call is checked against it from then on.
Questions about competition_download_files
competition_download_files 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 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 (54yyyu/kaggle-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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