Analyze a job description to extract required skills, nice-to-haves, red flags, and estimated seniority level. Deterministic analysis — uses no AI credits, but requires a connected AI Applyd account.
Part of the AI Applyd server.
Free to start. No card required.
AI agents call analyze_job_description to retrieve information from AI Applyd without modifying any data. This is common in research, monitoring, and reporting workflows where the agent needs context before taking action. Because read operations don't change state, they are generally safe to allow without restrictions -- but you may still want rate limits to control API costs.
Even though analyze_job_description only reads data, uncontrolled read access can leak sensitive information or rack up API costs. An agent caught in a retry loop could make thousands of calls per minute. A rate limit gives you a safety net without blocking legitimate use.
Read-only tools are safe to allow by default. No rate limit needed unless you want to control costs.
{
"version": "1",
"default": "deny",
"tools": {
"analyze_job_description": {}
}
}See the full AI Applyd policy for all 10 tools.
These attack patterns abuse exactly the kind of access analyze_job_description gives an agent. Each links to the full case and the policy that stops it:
Other read tools across the catalogue. The same approach applies to each: allow, with a rate cap to control cost.
Analyze a job description to extract required skills, nice-to-haves, red flags, and estimated seniority level. Deterministic analysis — uses no AI credits, but requires a connected AI Applyd account.. It is categorised as a Read tool in the AI Applyd MCP Server, which means it retrieves data without modifying state.
Register the AI Applyd MCP server in PolicyLayer and add a rule for analyze_job_description: 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 Applyd. Nothing to install.
analyze_job_description 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 analyze_job_description 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 analyze_job_description. 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.
analyze_job_description is provided by the AI Applyd MCP server (https://mcp.aiapplyd.com/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 10 AI Applyd tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
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