detect_slop
Detect LLM prose patterns (slop) in text using fast regex and NLP detectors. Returns violations with matched text, rule name, category, and fix tip. Instant — no API call needed.
This record as markdown: /tools/0ju1c3-slop-cop/detect-slop.md
What detect_slop does on Slop Cop
AI agents call detect_slop to retrieve information from Slop Cop without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why detect_slop is rated Low
The detect_slop tool analyzes text to identify LLM prose patterns and returns diagnostic information (matched text, rule names, categories, fix tips). This is a read-only operation that retrieves analysis results without modifying data, executing code, or triggering external actions. The phrase 'Instant — no API call needed' confirms it performs local analysis only.
From the tool's definition Tool performs text analysis and detection with 'returns violations' and 'no side effects' - it queries/analyzes input text and returns results without creating, modifying, deleting, or executing external operations.
Attacks that exploit this kind of access
The rule that runs detect_slop safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Slop Cop, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For detect_slop, this is the rule to start with:
detect_slop 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 Slop Cop, apply this rule, and every detect_slop call is checked against it from then on.
Questions about detect_slop
Detect LLM prose patterns (slop) in text using fast regex and NLP detectors. Returns violations with matched text, rule name, category, and fix tip. Instant — no API call needed. It is categorised as a Read tool in the Slop Cop MCP Server, which means it retrieves data without modifying state.
Register the Slop Cop MCP server in PolicyLayer and add a rule for detect_slop: 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 Slop Cop. Nothing to install.
detect_slop 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 detect_slop 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 detect_slop. 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.
detect_slop is provided by the Slop Cop MCP server (0ju1c3/slop-cop). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
More on Slop Cop, and thousands of servers like it.
This server
Across the catalogue