Summary
This is an AI safety evaluation toolkit from MEOK AI Labs that exposes care scoring, threat detection, burnout analysis, and relationship prediction through MCP tools. It's built with EU AI Act compliance in mind, covering risk management, bias detection, and transparency requirements. You'd reach for this when you need structured safety evaluations or compliance guardrails baked into your AI workflows, especially if you're operating under European regulations. The package installs via pip and connects over stdio. The documentation is light on specific tool names and parameters, but it's part of a broader ecosystem from MEOK that spans governance, safety monitoring, and legacy system bridges.
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Care Membrane MCP
AI Safety evaluation toolkit: care scoring, threat detection, burnout analysis, relationship pred...
AI Safety evaluation toolkit: care scoring, threat detection, burnout analysis, relationship prediction, and care membrane probe framework.
🚀 Quick Start
# Install via pip
pip install care_membrane_mcp
# Or install via Smithery
npx -y @smithery/cli@latest install care-membrane-mcp --client claude
✨ Features
- MCP protocol compliant
- Easy installation
- Well-documented API
- Production-ready
- Active maintenance
📖 Documentation
🛡️ Compliance
This MCP server is built with EU AI Act compliance built-in:
- ✅ Article 9 — Risk Management System
- ✅ Article 13 — Transparency & Instructions for Use
- ✅ Article 15 — Bias Detection & Testing
- ✅ Article 26 — FRIA Support (where applicable)
- ✅ Article 50 — AI Content Watermarking (where applicable)
Need help getting compliant? Book a free 15-min diagnostic →
🏢 Enterprise
Need custom development, SLA guarantees, or white-label deployment?
- Pro: $99/mo — Full MCP suite + EU AI Act tracking
- Enterprise: $499/mo — Custom dev + SLA + Dedicated support
View Pricing → | Contact Sales →
🤝 Part of the MEOK Ecosystem
This server is part of the MEOK AI Labs ecosystem — 300+ MCP servers for sovereign AI governance.
| Domain | Purpose |
|---|---|
| councilof.ai | EU AI Act compliance marketplace |
| safetyof.ai | AI safety & monitoring |
| meok.ai | Sovereign AI platform |
| cobolbridge.ai | Legacy modernization |
📜 License
MIT © CSOAI-ORG
Built with 💜 by MEOK AI Labs · UK Companies House 16939677
# Care Membrane Safety MCP Server [](https://github.com/CSOAI-ORG/care-membrane-mcp/stargazers)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 | nicholas@meok.ai
⭐ Support This Project
If you find this MCP server useful, please star the repo and share it with your compliance team. Every star helps us reach more organisations that need affordable AI compliance tools.
Questions? Open an issue or email nicholas@meok.ai
Pairs with MEOK Governance Suite
Build something that touches users? You need compliance. MEOK ships 38 governance MCPs that drop in alongside this tool — EU AI Act, DORA, NIS2, CRA, GDPR, ISO 42001, FDA SaMD, MDR, Basel, MiFID II, MiCA, COPPA, and more.
# One-shot install of the governance pack
npx meok-setup --pack governance
Free tier: 10 calls/day per MCP. Pro tier (£79/mo): unlimited + cryptographically signed compliance attestations your auditor verifies independently.
→ Full catalogue: councilof.ai/catalogue → MEOK AI Labs: meok.ai
Protocol coverage + Universal PAYG
This MCP is part of MEOK's 47-MCP fleet that bridges every active agent-interop protocol and 30+ regulatory frameworks. See the full coverage matrix at meok.ai/protocols.
Agent interop protocols supported (8 live):
- ✅ MCP (Anthropic) — native
- ✅ A2A (Google + Linux Foundation, absorbed IBM ACP Sept 2025)
- ✅ IBM ACP — covered via A2A merge
- ◐ Stripe ACP (Agentic Commerce Protocol) — Q3 bridge via agent-commerce-protocol-mcp
- ◐ AP2 (Google Agent Payments) — partial via agent-commerce-payments-mcp
- ◐ x402 (Coinbase HTTP 402) — partial via api.meok.ai gateway
- → OASF / AGNTCY (Cisco Outshift + Linux Foundation) — Q3 bridge
- 👁 ANP (Cisco Agent Network) — watch-list
Pricing options:
| Option | Price | Best for |
|---|---|---|
| Self-host (this MCP) | £0 — MIT | Devs |
| This MCP Starter | £29/mo | One-MCP teams |
| This MCP Pro | £79/mo | Production + 24h SLA |
| Universal PAYG | £29/mo + £0.0002/call | Spiky usage across many MCPs |
| Substrate bundle (this category) | £99-£499/mo | A whole pack |
| MEOK Universe | £1,499/mo | All 47 MCPs, 500K calls |
Each tier above the free self-host adds HMAC-signed attestations verifiable at
verify.meok.ai. Linux Foundation governance on the A2A spine means EU regulated
buyers can deploy without vendor-lock-in objections.
Wire it up — full stack
Pair this with the MEOK chain that turns one agent action into ONE signed compliance event:
- bft-progress-council-mcp — anti-loop guardrail
- agent-token-budget-mcp — hard spend cap
- agent-prompt-injection-firewall-mcp — OWASP LLM01 scan
- agent-audit-logger-mcp — hash-chained evidence
- a2a-governance-bridge-mcp — fold N attestations → 1 signed event
- agent-incident-relay-mcp — broadcast incidents to 5 regimes simultaneously
See meok.ai/mcp-stack for the architecture and meok.ai/mcp-stack/demo for the live in-browser demo.
💸 Try MEOK in 30 seconds — instant buy ladder
| Tier | Price | What you get | Stripe |
|---|---|---|---|
| Smoke test | £1 | Signed sample MCP-Hardening report + Article 50 PDF | https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t |
| Quick Kit | £9 | EU AI Act Article 50 implementation guide (C2PA + EU-Icon) | https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t |
| Founder Call | £29 | 30-min 1-on-1 with the founder | https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t |
Refundable. UK Stripe — VAT-clean. Builds on the 81-MCP MEOK fleet. Verify any signed report at https://meok.ai/verify.
See also
MEOK compliance MCP fleet:
care-home-cqc-mcp
Featured
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