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

# Care Membrane Safety MCP Server

> **By [MEOK AI Labs](https://meok.ai)** — 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

```bash
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

Get on MCPize | Stripe

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.

care-membrane-mcp