AI agents call find_gaps to retrieve information from Claude Writer's Aid MCP without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool retrieves and reports information about manuscript content (undefined terms) without creating, modifying, deleting, or executing anything. It is a semantic search/analysis function that returns findings for the user's review. No state changes or external operations occur.
From the tool's definition Tool description states 'Find terms mentioned but not explained' — a query/analysis operation with no modification or side effects.
Documented attack patterns abuse exactly the kind of access find_gaps gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Claude Writer's Aid MCP, and nothing reaches the server without passing your rules. This is the rule we recommend for find_gaps:
{
"version": "1",
"default": "deny",
"tools": {
"find_gaps": {}
}
} find_gaps is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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Find terms mentioned but not explained. It is categorised as a Read tool in the Claude Writer's Aid MCP MCP Server, which means it retrieves data without modifying state.
Register the Claude Writer's Aid MCP server in PolicyLayer and add a rule for find_gaps: 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 Claude Writer's Aid MCP. Nothing to install.
find_gaps 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 find_gaps 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 find_gaps. 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.
find_gaps is provided by the Claude Writer's Aid MCP server (xiaolai/claude-writers-aid-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Claude Writer's Aid MCP, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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34 Claude Writer's Aid MCP tools catalogued and risk-classified — across an index of 43,000+ MCP servers.