AI agents call hybrid_search to retrieve information from Zilliz MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
The name 'hybrid_search' strongly suggests a search/query operation combining multiple search strategies (e.g., dense + sparse vector search). Based on the server description emphasizing semantic searches, this is most likely a Read operation. However, confidence is reduced because the description is empty, leaving some ambiguity. Severity is medium because vector searches can expose sensitive embedded data at scale.
From the tool's definition Tool name 'hybrid_search' and server context 'perform semantic searches directly from their AI assistants'
Documented attack patterns abuse exactly the kind of access hybrid_search gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Zilliz MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for hybrid_search:
{
"version": "1",
"default": "deny",
"tools": {
"hybrid_search": {}
}
}hybrid_search is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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hybrid_search. It is categorised as a Read tool in the Zilliz MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Zilliz MCP Server MCP server in PolicyLayer and add a rule for hybrid_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 Zilliz MCP Server. Nothing to install.
hybrid_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 hybrid_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 hybrid_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.
hybrid_search is provided by the Zilliz MCP Server MCP server (zilliztech/zilliz-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 16 Zilliz MCP Server tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
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16 Zilliz MCP Server tools catalogued and risk-classified — across an index of 42,500+ MCP servers.