couchloop-eq-mcp

Behavioral governance layer for LLMs - monitors for hallucination, inconsistency, tone drift, and unsafe reasoning while managing stateful AI sessions

AI & ML

Install Command

npx -y couchloop-eq-mcp

Claude Desktop Config

{
  "mcpServers": {
    "couchloop-eq-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "couchloop-eq-mcp"
      ]
    }
  }
}

couchloop-eq-mcp is a community MCP server that connects AI assistants like Claude to behavioral governance layer for llms - monitors for hallucination, inconsistency, tone drift, and unsafe reasoning while managing stateful ai sessions. It runs locally on your machine, keeping your data private and giving you full control over the connection. AI engineers can use it to chain models and pipelines into more powerful workflows.

About couchloop-eq-mcp

Overview

Behavioral governance layer for LLMs - monitors for hallucination, inconsistency, tone drift, and unsafe reasoning while managing stateful AI sessions

Topics

mcp, mcp-server, model-context-protocol, ai-safety, ai-governance, hallucination-detection, chatgpt, claude, cursor, windsurf, copilot, llm-safety, behavioral-governance, developer-tools, code-review, package-validation, conversation, state-management

Who Should Use couchloop-eq-mcp?

1Chain AI models and pipelines through a unified MCP interface
2Let Claude orchestrate other AI tools and models
3Integrate embeddings, image generation, or speech APIs into your workflow
4Build multi-model workflows without writing custom integration code

How to Install couchloop-eq-mcp

Before you start

You will need Node.js (v18 or later) installed on your machine — download it from nodejs.org if you haven't already.

1Open a terminal (Terminal on Mac, Command Prompt or PowerShell on Windows).
2Paste the install command above and press Enter — Node.js will download and run the server automatically.
3Add the server to your Claude Desktop config file (see the JSON snippet above) and restart Claude.

The Claude Desktop config snippet above can be copied and pasted directly into your claude_desktop_config.json file — no editing required.