build_prompt
Given a character name, returns a ready-to-use image-generation prompt
This record as markdown: /tools/citronlegacy-gelbooru-mcp/build-prompt.md
What build_prompt does on Gelbooru MCP
AI agents call build_prompt to retrieve information from Gelbooru MCP without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why build_prompt is rated Low
This tool reads character tag data from Gelbooru and assembles a prompt string. It retrieves/queries data and generates text output with no side effects, making it a Read operation. Severity is low as misuse only produces a text string.
From the tool's definition "Given a character name, returns a ready-to-use image-generation prompt"
Attacks that exploit this kind of access
The rule that runs build_prompt safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Gelbooru MCP, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For build_prompt, this is the rule to start with:
build_prompt is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Gelbooru MCP, apply this rule, and every build_prompt call is checked against it from then on.
Questions about build_prompt
Given a character name, returns a ready-to-use image-generation prompt. It is categorised as a Read tool in the Gelbooru MCP MCP Server, which means it retrieves data without modifying state.
Register the Gelbooru MCP server in PolicyLayer and add a rule for build_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 Gelbooru MCP. Nothing to install.
build_prompt 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 build_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 build_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.
build_prompt is provided by the Gelbooru MCP server (citronlegacy/gelbooru-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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