AI That Checks Itself
A behavioral governance layer for AI assistants. Catches hallucinations, inconsistencies, and tone drift before they become problems.
What It Catches
Real-time detection of common AI failure modes
Hallucination Detection
Catches fabricated statistics, false personal experiences, and unsupported claims before they reach users.
Inconsistency Checking
Detects contradictions with earlier messages, sudden advice reversals, and logical incoherence.
Tone Drift Monitoring
Flags over-reassurance, alarmism, and manipulative language patterns that erode trust.
Unsafe Reasoning Detection
Catches clinical overreach, harmful advice, and shame-inducing language in therapeutic contexts.
Package Validation
Prevents installation of hallucinated, typo'd, or malicious packages across npm, PyPI, Maven, and more.
Security Scanning
Detects SQL injection, XSS, hardcoded secrets, and other vulnerabilities in AI-generated code.
Get Started in 60 Seconds
Add CouchLoop EQ to ChatGPT or Claude
Open ChatGPT Settings
Go to Settings → Developer Settings → MCP Servers
Add the MCP Server URL
Click "Add MCP Server" and paste this URL:
Start Chatting
That's it! CouchLoop EQ now monitors conversations for issues and provides session persistence, context preservation, and developer safety tools.
For Developers: Install via npm
23
MCP Tools
4
Governance Detectors
7
Package Registries
<200ms
Evaluation Time