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preview_research_ingest_review

Heuristic Sandman-style preview for research ingest quarantine review.

SERVERMapi Agent Memory SOURCEcabo0m/mapi-agent-memory
Low RISK CLASS
Category Read
Parameters 00 required
Recommended Allowedsee the rule below
Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/mapi-agent-memory/preview-research-ingest-review.md

What preview_research_ingest_review does on Mapi Agent Memory

AI agents call preview_research_ingest_review to retrieve information from Mapi Agent Memory without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

Why preview_research_ingest_review is rated Low

This tool appears to provide a preview or inspection capability for reviewing research material that has been quarantined before ingestion into the agent's memory system. It performs heuristic analysis (similar to a 'Sandman-style' check) but does not modify, delete, execute code, or commit financial actions.

From the tool's definition Tool name contains 'preview' and description indicates it performs a 'review' of quarantined research ingest using heuristics.

Questions about preview_research_ingest_review

What does the preview_research_ingest_review tool do? +

Heuristic Sandman-style preview for research ingest quarantine review. It is categorised as a Read tool in the Mapi Agent Memory MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on preview_research_ingest_review? +

Register the Mapi Agent Memory MCP server in PolicyLayer and add a rule for preview_research_ingest_review: 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 Mapi Agent Memory. Nothing to install.

What risk level is preview_research_ingest_review? +

preview_research_ingest_review is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit preview_research_ingest_review? +

Yes. Add a rate_limit block to the preview_research_ingest_review 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.

How do I block preview_research_ingest_review completely? +

Set action: deny in the PolicyLayer policy for preview_research_ingest_review. 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.

What MCP server provides preview_research_ingest_review? +

preview_research_ingest_review is provided by the Mapi Agent Memory MCP server (cabo0m/mapi-agent-memory). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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