semantic_search
Search across Apple app data by meaning, not just keywords.
This record as markdown: /tools/heznpc-airmcp/semantic-search.md
What semantic_search does on AirMCP
AI agents call semantic_search to retrieve information from AirMCP without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why semantic_search is rated Low
Semantic search queries data across Apple apps without creating, modifying, deleting, or executing anything. It is purely a read operation that retrieves information based on semantic meaning. The blast radius of misuse is limited to unauthorized information disclosure rather than destructive or executable actions.
From the tool's definition Tool name and description both indicate this is a search function: 'Search across Apple app data by meaning' with no mention of modification, deletion, execution, or financial operations.
Attacks that exploit this kind of access
The rule that runs semantic_search safely
PolicyLayer is an MCP gateway: it sits between your AI agents and AirMCP, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For semantic_search, this is the rule to start with:
semantic_search 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 AirMCP, apply this rule, and every semantic_search call is checked against it from then on.
Questions about semantic_search
Search across Apple app data by meaning, not just keywords. It is categorised as a Read tool in the AirMCP MCP Server, which means it retrieves data without modifying state.
Register the Air MCP server in PolicyLayer and add a rule for semantic_search: 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 AirMCP. Nothing to install.
semantic_search 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 semantic_search 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 semantic_search. 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.
semantic_search is provided by the Air MCP server (airmcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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