Create one or more logs in a dataset. Pass a single-item array to insert one log. Each log can include input, output, expected_output, metadata, and metrics.
AI agents use bulk_create_dataset_logs to create or update resources in Respan MCP Server — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Respan MCP Server environment.
This tool creates new log entries in a dataset, which is a reversible write operation. The severity is medium because bulk creation of logs could impact data integrity, storage, or monitoring accuracy if misused, but the effects are not irreversible (logs can be deleted) and do not involve financial transactions or code execution.
From the tool's definition Tool description explicitly states "Create one or more logs in a dataset" and "Pass a single-item array to insert one log." The verb "Create" and the insertion capability indicate data creation/modification.
Attacks that exploit this kind of access
Create one or more logs in a dataset. Pass a single-item array to insert one log. Each log can include input, output, expected_output, metadata, and metrics. It is categorised as a Write tool in the Respan MCP Server MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Respan MCP Server MCP server in PolicyLayer and add a rule for bulk_create_dataset_logs: 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 Respan MCP Server. Nothing to install.
bulk_create_dataset_logs is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the bulk_create_dataset_logs 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 bulk_create_dataset_logs. 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.
bulk_create_dataset_logs is provided by the Respan MCP Server MCP server (respanai/respan-mcp). 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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