Create a new job hunt to start tracking and applying to jobs. A job hunt defines what jobs you want to find based on titles, locations, skills, salary, etc. You need at least one job hunt to use match_jobs or add_job_to_applications.
Part of the Jobgpt server.
Free to start. No card required.
AI agents use create_job_hunt to create or modify resources in Jobgpt. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.
Without a policy, an AI agent could call create_job_hunt repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach Jobgpt.
Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.
{
"version": "1",
"default": "deny",
"tools": {
"create_job_hunt": {
"limits": [
{
"counter": "create_job_hunt_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}See the full Jobgpt policy for all 36 tools.
These attack patterns abuse exactly the kind of access create_job_hunt gives an agent. Each links to the full case and the policy that stops it:
Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.
Create a new job hunt to start tracking and applying to jobs. A job hunt defines what jobs you want to find based on titles, locations, skills, salary, etc. You need at least one job hunt to use match_jobs or add_job_to_applications.. It is categorised as a Write tool in the Jobgpt MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Jobgpt MCP server in PolicyLayer and add a rule for create_job_hunt: 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 Jobgpt. Nothing to install.
create_job_hunt is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the create_job_hunt 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 create_job_hunt. 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.
create_job_hunt is provided by the Jobgpt MCP server (jobgpt-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 36 Jobgpt tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
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