Recommend adapters based on recent browsing history
AI agents call site_recommend to retrieve information from Ma Browser without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
The tool queries existing browsing history to generate recommendations. While the parent server has significant capabilities (browser automation, site access with login state), this specific tool is limited to reading and analyzing historical data. No modifications, executions, or destructive actions are implied.
From the tool's definition Tool description states 'Recommend adapters based on recent browsing history' — this is a read-only operation that retrieves and analyzes browsing data without modifying, deleting, or executing external operations.
Attacks that exploit this kind of access
Recommend adapters based on recent browsing history. It is categorised as a Read tool in the Ma Browser MCP Server, which means it retrieves data without modifying state.
Register the Ma Browser MCP server in PolicyLayer and add a rule for site_recommend: 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 Ma Browser. Nothing to install.
site_recommend 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 site_recommend 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 site_recommend. 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.
site_recommend is provided by the Ma Browser MCP server (zzhan111/multi-agents-browser). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
site_recommend is one line of Ma Browser's registry record.
The record carries the whole server: verified identity, auth posture, risk grade, every tool classified, recommended policy — re-checked continuously.
Teams ship this data inside their own products. See what a licence covers →