Now available on ChatGPT & Claude

AI That Checks Itself

A behavioral governance layer for AI assistants. Catches hallucinations, inconsistencies, and tone drift before they become problems.

Get Started MCP Endpoint ↗ CouchLoop Chat ↗

Scan to download CouchLoop Chat

What It Catches

Real-time detection of common AI failure modes

⚡

Intent Routing

Confidence-based routing with multi-intent detection. High-confidence requests go directly to tools. Ambiguous requests route through the intent classifier.

📊

Observability

OpenTelemetry tracing across all stages. Track routing decisions, tool execution, and policy evaluations.

🎭

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.

⚠️

Unsafe Reasoning Detection

Catches clinical overreach, harmful advice, and shame-inducing language in sensitive 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.

💡

Brainstorm Mode

Think through technical decisions with a dev thinking partner. "Help me decide: Redis vs Memcached?"

Get Started in 60 Seconds

Add CouchLoop EQ to any MCP-compatible client

💬 ChatGPT

Open ChatGPT Settings

Go to Settings -> Developer Settings -> MCP Servers

Add the MCP Server URL

Click "Add MCP Server" and paste this URL:

https://mcp.couchloop.com/mcp

Start Chatting

That's it! No auth required - uses session-based isolation.

🤖 Claude Desktop

Option A — Remote (easiest): Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "couchloop-eq": {
      "url": "https://mcp.couchloop.com/mcp",
      "transport": "streamable-http"
    }
  }
}

Option B — Local (via npm):

{
  "mcpServers": {
    "couchloop-eq": {
      "command": "npx",
      "args": ["couchloop-eq-mcp"],
      "env": {
        "COUCHLOOP_SERVER": "https://mcp.couchloop.com"
      }
    }
  }
}

Restart Claude and try: "Start a daily reflection session"

📝 VS Code

Add to your .vscode/settings.json or User Settings:

{
  "mcp": {
    "servers": {
      "couchloop-eq": {
        "type": "http",
        "url": "https://mcp.couchloop.com/mcp"
      }
    }
  }
}

Works with GitHub Copilot Chat in agent mode.

⚡ Cursor, Windsurf & Others

Any MCP-compatible client can connect using:

URL	`https://mcp.couchloop.com/mcp`
Transport	`streamable-http`
Auth	None required

📦 Install via npm

npx couchloop-eq-mcp

Run locally with stdio transport. Sessions persist to ~/.couchloop-mcp/identity.json.

10

Primary Tools

1

Intent Router

50+

Phrase Patterns

<200ms

Routing Time