jobhound_apply_tailored · JobHound MCP: Risk & Policy

WHAT IT DOES

What jobhound_apply_tailored does on JobHound

AI agents invoke jobhound_apply_tailored to trigger actions in JobHound. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call — builds kicked off, notifications sent, workflows started.

WHY IT NEEDS A POLICY

Why jobhound_apply_tailored needs a policy

Applying to jobs triggers external operations (submitting applications to third-party ATS systems like Ashby, Greenhouse, Lever), which is an Execute-category action. The blast radius is high because a misuse could result in unwanted job applications being submitted under the user's identity across many employers.

From the tool's definition Tool name 'jobhound_apply_tailored' and server description 'applying to jobs via APIs like Ashby, Greenhouse, and Lever' — the tool likely submits job applications on behalf of the user.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

jobhound_apply_tailored Rate-limited

jobhound_apply_tailored stays usable, but rate-capped — a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "jobhound_apply_tailored": {
      "limits": [
        {
          "counter": "jobhound_apply_tailored_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

RATE-LIMIT THIS TOOL →

Instant setup, no code required.

PolicyLayer is an MCP gateway: every tool call is checked against your rule before it reaches JobHound, so you can run agents against it safely.

FAQ

Questions about jobhound_apply_tailored

What does the jobhound_apply_tailored tool do? +

jobhound_apply_tailored. It is categorised as a Execute tool in the JobHound MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on jobhound_apply_tailored? +

Register the JobHound MCP server in PolicyLayer and add a rule for jobhound_apply_tailored: 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 JobHound. Nothing to install.

What risk level is jobhound_apply_tailored? +

jobhound_apply_tailored is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit jobhound_apply_tailored? +

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

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

jobhound_apply_tailored is provided by the JobHound MCP server (null-phnix/jobhound). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.