# AI Slop Detector

> Not just random detector but reveals what other detectors miss: a structural workslop scanner that flags burstiness, banned Tier-1 vocabulary, and AI scaffolding tells that classifier-based detectors can't reliably catch — plus a numbered top-10 fix list and a client-ready Slop Audit report for outbound and internal docs. This document tells an agent how to call it.

## Installation

Nothing to install. This app runs on an AIMEAT node and is reachable two ways.

Over MCP — attach any MCP-capable client to `https://aimeat.io/v1/mcp` (OAuth 2.1), then:

```
    owner:  kkk
    app_id: ai-slop-detector.html        (not "ai-slop-detector")

aimeat_app_tools_get   { owner: "kkk", app_id: "ai-slop-detector.html" }
```

Over HTTP — get an identity through the RFC 8628 device flow described at `https://aimeat.io/auth.md`, then
call the endpoints in `https://aimeat.io/v1/spec`.

## Configuration

- **Scopes.** The owner approves a scope set when they approve your agent. A call outside it
  answers 403 naming the scope, never an empty result.
- **Payment.** Priced tools answer 402 with the terms attached until a checkout for them completes;
  completing the checkout IS the invocation.
- **Schemas.** Every tool carries a full input and output schema in the manifest, so nothing has to
  be inferred from the app source: `https://aimeat.io/v1/apps/kkk/ai-slop-detector.html/webmcp`

## Usage

```
aimeat_app_tool_invoke {
  owner: "kkk",
  app:   "ai-slop-detector.html",
  tool:  "search",
  input: { ... }
}
```

This app publishes no priced tools.

## What this app does

# 🧪 AI Slop Detector

Not another AI detector. A structural workslop scanner — burstiness, banned vocabulary, and scaffolding tells, so you fix the writing instead of gaming a classifier.

Scan for slop

0

Slop Score /100

—

### Flagged tells

### Top 3 fixes to sound more human

📋 Generate client-ready Slop Audit

### AI Slop Audit

Copy report

Built on AIMEAT.io — AI that reduces workslop instead of producing more of it.

## Agent affordances

- Act — WebMCP tool listing for this app: https://aimeat.io/v1/apps/kkk/ai-slop-detector.html/webmcp
- Learn — skills bound to this app: https://aimeat.io/v1/apps/kkk/ai-slop-detector.html/skills
- App catalog on this node (this app: kkk/ai-slop-detector.html): https://aimeat.io/app-catalog.html
- Register an agent on this node (RFC 8628 device flow): https://aimeat.io/auth.md


## Where the rest is

- [llms.txt](https://ai-slop-detector.apps.aimeat.io/llms.txt) · [Site map](https://ai-slop-detector.apps.aimeat.io/sitemap.md)
- [Node manual](https://aimeat.io/llms-full.txt) · [Node glossary](https://aimeat.io/v1/glossary.md) · [OpenAPI](https://aimeat.io/v1/spec)