search_documents

Hybrid full-text + semantic search within a space. Use this first to find relevant notes by keyword or meaning.

Server Ai Brain thejoshgriffith/ai-brain
Category Read
Risk class Low
Parameters 00 required

What search_documents does on Ai Brain

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

Why search_documents needs a policy

The tool retrieves and queries existing documents without creating, modifying, or deleting any data. It is purely informational in nature. The low severity reflects that search operations have minimal blast radius even if misused by an AI agent, as they cannot alter system state or access unauthorized content beyond the search scope already available to the tool's permissions.

From the tool's definition Tool performs 'hybrid full-text + semantic search' to 'find relevant notes' — a retrieval operation with no modification or deletion of data.

Questions about search_documents

What does the search_documents tool do? +

Hybrid full-text + semantic search within a space. Use this first to find relevant notes by keyword or meaning. It is categorised as a Read tool in the Ai Brain MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on search_documents? +

Register the Ai Brain MCP server in PolicyLayer and add a rule for search_documents: 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 Ai Brain. Nothing to install.

What risk level is search_documents? +

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

Can I rate-limit search_documents? +

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

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

search_documents is provided by the Ai Brain MCP server (thejoshgriffith/ai-brain). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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