Combine semantic and keyword search for best results. This uses both vector similarity and keyword matching with configurable weights.
AI agents call binelek_hybrid_search to retrieve information from Binelek MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool performs information retrieval combining semantic and keyword search techniques. It queries existing data and returns results without creating, modifying, deleting, or executing any operations. The configurable weights are parameters for search ranking, not operational changes. This is a pure Read operation with minimal risk profile.
From the tool's definition Tool name 'binelek_hybrid_search' and description stating it 'Combine semantic and keyword search' and 'uses both vector similarity and keyword matching' indicate a search/query operation that retrieves data without side effects.
Attacks that exploit this kind of access
Combine semantic and keyword search for best results. This uses both vector similarity and keyword matching with configurable weights. It is categorised as a Read tool in the Binelek MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Binelek MCP Server MCP server in PolicyLayer and add a rule for binelek_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 Binelek MCP Server. Nothing to install.
binelek_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 binelek_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 binelek_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.
binelek_hybrid_search is provided by the Binelek MCP Server MCP server (k5tuck/binelek-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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