Get your personalized recommended jobs from LinkedIn
AI agents call get_recommended_jobs to retrieve information from LinkedIn MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool retrieves data (job recommendations) without side effects. It does not create, modify, delete, or execute operations. The blast radius of misuse is minimal—an attacker could learn about job opportunities the user is interested in, but cannot cause financial harm, destroy data, or trigger destructive actions. Classified as Read/low severity.
From the tool's definition Tool name and description indicate retrieval of personalized job recommendations: 'Get your personalized recommended jobs from LinkedIn'.
Attacks that exploit this kind of access
Get your personalized recommended jobs from LinkedIn. It is categorised as a Read tool in the LinkedIn MCP Server MCP Server, which means it retrieves data without modifying state.
Register the LinkedIn MCP Server MCP server in PolicyLayer and add a rule for get_recommended_jobs: 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 LinkedIn MCP Server. Nothing to install.
get_recommended_jobs 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 get_recommended_jobs 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 get_recommended_jobs. 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.
get_recommended_jobs is provided by the LinkedIn MCP Server MCP server (selvin-paul-raj/linkedin-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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