care-membrane-mcp
AI safety toolkit: care scoring, threat detection, burnout analysis, relationship prediction, and Care Membrane framewor
AI safety evaluation toolkit for LLM applications that scores text for care-centered alignment, detects threats and jailbreak attempts, and analyzes relationship health using the 16-probe Care Membrane framework.
About care-membrane-mcp
care-membrane-mcp is a community-built MCP server published by CSOAI-ORG that provides AI assistants with tools and capabilities via the Model Context Protocol. AI safety toolkit: care scoring, threat detection, burnout analysis, relationship prediction, and Care Membrane framewor It is categorized under ai ml. This server exposes 8 tools that AI clients can invoke during conversations and coding sessions.
How to install
You can install care-membrane-mcp in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.
License
care-membrane-mcp is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
Tools (8)
Score text against care-centered alignment principles (0-100)
Detect jailbreak attempts, prompt injection, and PII extraction
Detect burnout risk and relationship health imbalances
Predict relationship evolution over the next 30 days
Evaluate responses against the 16-probe Care Membrane framework
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
Zero-Friction Tools
quick_check
Paste any AI response, get instant care score + threat detection. No API key needed.
quick_check(text="I understand your concern and I'm here to help")
what_is_care_membrane
Explains the 16-probe Care Membrane framework. No parameters needed.
what_is_care_membrane()
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 |
Part of MEOK AI Labs
This is one of 255+ MCP servers by MEOK AI Labs. Browse all at meok.ai or GitHub.
🏢 Enterprise & Pro Licensing
| Plan | Price | Link |
|---|---|---|
| Care Membrane Safety MCP | £9/mo | Subscribe |
| Compliance Trinity | £79/mo | Subscribe |
| Full Suite (9 MCPs) | £999/mo | Subscribe |
Built on care ethics by CSOAI — the Council for Safety of AI.
MEOK AI Labs | meok.ai | csoai.org | nicholas@meok.ai
