ai_search
Semantic AI-powered search across KB, catalog, incidents (ServiceNow AI Search)
This record as markdown: /tools/servicenow-mcp-server/ai-search.md
What ai_search does on ServiceNow MCP Server
AI agents call ai_search to retrieve information from ServiceNow MCP Server without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why ai_search is rated Low
This is a search tool that queries and retrieves information from ServiceNow knowledge bases, catalogs, and incident records. It performs read-only operations without side effects, matching the 'Read' category definition of retrieving or querying data. The semantic search capability does not modify underlying data or trigger external operations.
From the tool's definition Tool name 'ai_search' and description 'Semantic AI-powered search across KB, catalog, incidents' indicate a search/retrieval operation with no mention of modification, deletion, or execution capabilities.
Attacks that exploit this kind of access
The rule that runs ai_search safely
PolicyLayer is an MCP gateway: it sits between your AI agents and ServiceNow MCP Server, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For ai_search, this is the rule to start with:
ai_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 ServiceNow MCP Server, apply this rule, and every ai_search call is checked against it from then on.
Questions about ai_search
Semantic AI-powered search across KB, catalog, incidents (ServiceNow AI Search). It is categorised as a Read tool in the ServiceNow MCP Server MCP Server, which means it retrieves data without modifying state.
Register the ServiceNow MCP Server MCP server in PolicyLayer and add a rule for ai_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 ServiceNow MCP Server. Nothing to install.
ai_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 ai_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 ai_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.
ai_search is provided by the ServiceNow MCP Server MCP server (@aartiq/servicenow-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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