Optimizes a prompt using Claude Prompt Optimizer techniques, then adds the refined version to the registry.
AI agents use refine_and_add_prompt to create or update resources in Prompt Registry MCP — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Prompt Registry MCP environment.
This tool creates or modifies data in the prompt registry (the refined prompt is stored/added). This is a reversible operation consistent with Write category. It does not execute arbitrary code, delete data irreversibly, or handle financial transactions.
From the tool's definition Tool description states it 'adds the refined version to the registry,' which is a create/modify operation on stored prompt data. The sibling tools include 'add_prompt' and 'update_prompt', confirming this server manages data modification.
Documented attack patterns abuse exactly the kind of access refine_and_add_prompt gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Prompt Registry MCP, and nothing reaches the server without passing your rules. This is the rule we recommend for refine_and_add_prompt:
{
"version": "1",
"default": "deny",
"tools": {
"refine_and_add_prompt": {
"limits": [
{
"counter": "refine_and_add_prompt_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
} refine_and_add_prompt stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
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Optimizes a prompt using Claude Prompt Optimizer techniques, then adds the refined version to the registry. It is categorised as a Write tool in the Prompt Registry MCP MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Prompt Registry MCP server in PolicyLayer and add a rule for refine_and_add_prompt: 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 Prompt Registry MCP. Nothing to install.
refine_and_add_prompt 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 refine_and_add_prompt 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 refine_and_add_prompt. 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.
refine_and_add_prompt is provided by the Prompt Registry MCP server (stevengonsalvez/promptregistry-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Prompt Registry MCP, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
Free to start. No card required.
7 Prompt Registry MCP tools catalogued and risk-classified — across an index of 43,000+ MCP servers.