Calculate optimal posting schedule based on the author_diversity_scorer.rs decay formula. Shows how each additional post gets penalized.
AI agents call get_optimal_schedule to retrieve information from X Algorithm Toolkit without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool retrieves or computes analytical information (optimal posting schedule and penalty calculations) based on X's algorithm weights. It performs read-only analysis without side effects—no data is created, modified, deleted, or external operations triggered. The blast radius of misuse is minimal: worst case, an AI agent receives incorrect scheduling advice, which has no direct impact on systems or data.
From the tool's definition Tool name 'get_optimal_schedule' and description 'Calculate optimal posting schedule' indicate a computation/analysis function.
Attacks that exploit this kind of access
Calculate optimal posting schedule based on the author_diversity_scorer.rs decay formula. Shows how each additional post gets penalized. It is categorised as a Read tool in the X Algorithm Toolkit MCP Server, which means it retrieves data without modifying state.
Register the X Algorithm Toolkit MCP server in PolicyLayer and add a rule for get_optimal_schedule: 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 X Algorithm Toolkit. Nothing to install.
get_optimal_schedule 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 get_optimal_schedule 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 get_optimal_schedule. 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.
get_optimal_schedule is provided by the X Algorithm Toolkit MCP server (mrchartist/x-algorithm-toolkit). 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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