translate_academic
Translate academic text between Chinese and English, preserving LaTeX commands, citations, equations, and technical terminology. Returns translated text plus a terminology dictionary for consistency checking across sections.
This record as markdown: /tools/io-github-homenshum-nodebench/translate-academic.md
What translate_academic does on Nodebench
AI agents call translate_academic to retrieve information from Nodebench without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why translate_academic is rated Low
Translation is a read operation that transforms and returns data without creating, modifying, deleting, or executing anything external. No irreversible changes, no code execution, no financial impact. The lowest-severity category applies.
From the tool's definition Tool description states it 'Translate[s] academic text' and 'Returns translated text plus a terminology dictionary' — purely a retrieval/transformation operation with no data modification, deletion, or execution of external code.
Attacks that exploit this kind of access
The rule that runs translate_academic safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Nodebench, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For translate_academic, this is the rule to start with:
translate_academic 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 Nodebench, apply this rule, and every translate_academic call is checked against it from then on.
Questions about translate_academic
Translate academic text between Chinese and English, preserving LaTeX commands, citations, equations, and technical terminology. Returns translated text plus a terminology dictionary for consistency checking across sections. It is categorised as a Read tool in the Nodebench MCP Server, which means it retrieves data without modifying state.
Register the Nodebench MCP server in PolicyLayer and add a rule for translate_academic: 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 Nodebench. Nothing to install.
translate_academic 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 translate_academic 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 translate_academic. 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.
translate_academic is provided by the Nodebench MCP server (nodebench-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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