analyze_by_paragraph
AI agents call analyze_by_paragraph to retrieve information from Aigc Humanizer Zh without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Despite the empty description, the tool name and context of sibling analysis tools (analyze_ai_risk, assess_quality, evaluate_ttr) strongly suggest this performs paragraph-level analysis of text to detect AIGC patterns. Analysis and detection are read operations with no data modification or side effects. The severity is low because reading/analyzing text carries minimal risk even if misused.
From the tool's definition Tool name 'analyze_by_paragraph' and sibling tools like 'analyze_ai_risk', 'assess_quality', 'evaluate_ttr' all suggest analytical/detection functions that examine text without modifying it.
Attacks that exploit this kind of access
analyze_by_paragraph. It is categorised as a Read tool in the Aigc Humanizer Zh MCP Server, which means it retrieves data without modifying state.
Register the Aigc Humanizer Zh MCP server in PolicyLayer and add a rule for analyze_by_paragraph: 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 Aigc Humanizer Zh. Nothing to install.
analyze_by_paragraph 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 analyze_by_paragraph 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 analyze_by_paragraph. 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.
analyze_by_paragraph is provided by the Aigc Humanizer Zh MCP server (shuohui-air-technology/aigc-humanizer-zh). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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