research_entities

Stage 2. Returns cached external_facts plus a research directive for entities not yet known. Claude does web search at its layer and calls cache_research_facts.

Server Apple Calendar MCP yongzhe-wang/yapping-apple-calendar-mcp
Category Read
Risk class Low
Parameters 00 required

What research_entities does on Apple Calendar MCP

AI agents call research_entities to retrieve information from Apple Calendar MCP without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

Why research_entities needs a policy

Even though research_entities only reads data, uncontrolled read access leaks sensitive information and racks up API costs — an agent caught in a retry loop can make thousands of calls a minute without anyone noticing.

Questions about research_entities

What does the research_entities tool do? +

Stage 2. Returns cached external_facts plus a research directive for entities not yet known. Claude does web search at its layer and calls cache_research_facts. It is categorised as a Read tool in the Apple Calendar MCP MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on research_entities? +

Register the Apple Calendar MCP server in PolicyLayer and add a rule for research_entities: 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 Apple Calendar MCP. Nothing to install.

What risk level is research_entities? +

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

Can I rate-limit research_entities? +

Yes. Add a rate_limit block to the research_entities 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 research_entities completely? +

Set action: deny in the PolicyLayer policy for research_entities. 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 research_entities? +

research_entities is provided by the Apple Calendar MCP server (yongzhe-wang/yapping-apple-calendar-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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