preview_research_ingest_review
Heuristic Sandman-style preview for research ingest quarantine review.
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.
Attacks that exploit this kind of access
The rule that runs preview_research_ingest_review safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Mapi Agent Memory, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For preview_research_ingest_review, this is the rule to start with:
preview_research_ingest_review 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 Mapi Agent Memory, apply this rule, and every preview_research_ingest_review call is checked against it from then on.
Questions about preview_research_ingest_review
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.
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.
preview_research_ingest_review 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 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.
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.
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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