List all available machine learning algorithms with descriptions
AI agents call list_algorithms to retrieve information from MCP DS Toolkit Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool retrieves and displays information about available algorithms. It performs no modifications, deletions, code execution, or financial operations. The blast radius of misuse is minimal—an AI agent calling this tool cannot cause harm beyond information retrieval. This is a straightforward Read category tool.
From the tool's definition Tool name is 'list_algorithms' and description states it 'List all available machine learning algorithms with descriptions' — a pure query operation with no side effects.
Attacks that exploit this kind of access
List all available machine learning algorithms with descriptions. It is categorised as a Read tool in the MCP DS Toolkit Server MCP Server, which means it retrieves data without modifying state.
Register the MCP DS Toolkit Server MCP server in PolicyLayer and add a rule for list_algorithms: 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 MCP DS Toolkit Server. Nothing to install.
list_algorithms 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 list_algorithms 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 list_algorithms. 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.
list_algorithms is provided by the MCP DS Toolkit Server MCP server (yasserelhaddar/mcp-ds-toolkit-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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