Care Membrane Safety MCP Server

By MEOK AI Labs — Sovereign AI tools for everyone.

AI safety evaluation toolkit for LLM applications. Score text for care-centered alignment, detect threats and jailbreak attempts, analyze relationship health, predict burnout risk, and certify AI responses against the 16-probe Care Membrane framework.

Tools

Tool	Description
`validate_care`	Score text against care-centered alignment principles (0-100)
`detect_threats`	Detect jailbreak attempts, prompt injection, and PII extraction
`analyze_care_patterns`	Detect burnout risk and relationship health imbalances
`predict_relationship_evolution`	Predict relationship evolution over the next 30 days
`evaluate_care_membrane`	Evaluate responses against the 16-probe Care Membrane framework
`get_care_probes`	List all 16 Care Membrane probes with categories

Quick Start

pip install mcp
git clone https://github.com/CSOAI-ORG/care-membrane-mcp.git
cd care-membrane-mcp
python server.py

Claude Desktop Config

{
  "mcpServers": {
    "care-membrane": {
      "command": "python",
      "args": ["server.py"],
      "cwd": "/path/to/care-membrane-mcp"
    }
  }
}

Pricing

Plan	Price	Requests
Free	$0/mo	50 requests/day
Pro	$9/mo	Unlimited + priority
Enterprise	Contact us	Custom + SLA + on-prem

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Part of MEOK AI Labs

This is one of 255+ MCP servers by MEOK AI Labs. Browse all at meok.ai or GitHub.

MEOK AI Labs | meok.ai | nicholas@meok.ai | United Kingdom

Care Membrane MCP Server