Care Membrane MCP Server by MEOK AI Labs
Care Membrane MCP Server by MEOK AI Labs. The care mcp server wraps that behind the Model Context Protocol, so an assistant can use it through 8 defined tools rather than through you.
AI Safety evaluation toolkit: care scoring, threat detection, burnout analysis, relationship prediction, and care membrane probe framework.
Everything the assistant can do here goes through one of these:
validate_care — Score text against care-centered alignment principles (0-100)detect_threats — Detect jailbreak attempts, prompt injection, and PII extractionanalyze_care_patterns — Detect burnout risk and relationship health imbalancespredict_relationship_evolution — Predict relationship evolution over the next 30 daysevaluate_care_membrane — Evaluate responses against the 16-probe Care Membrane frameworkget_care_probes — List all 16 Care Membrane probes with categoriesquick_check — Paste any AI response, get instant care score + threat detection. No API key needed.what_is_care_membrane — Explains the 16-probe Care Membrane framework. No parameters needed.@smithery/cli on npm is all you need. Most clients run it directly, so configuration is a few lines and a restart.
This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Care's toolset — validate_care, detect_threats, analyze_care_patterns and 5 more — is a fair guide to whether it matches your workflow. It is maintained by CSOAI-ORG; worth a glance at recent repository activity before you build anything load-bearing on it.
We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.
| Tool | What it does |
|---|---|
| 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_check | Paste any AI response, get instant care score + threat detection. **No API key needed.** |
| what_is_care_membrane | Explains the 16-probe Care Membrane framework. **No parameters needed.** |
## Claude Desktop Config
```json
{
"mcpServers": {
"care-membrane": {
"command": "python",
"args": ["server.py"],
"cwd": "/path/to/care-membrane-mcp"
}
}
}Configuration as documented by the project. Restart the client after saving.
Kill hallucinated APIs — version-accurate, up-to-date library documentation injected straight into context.
Microsoft's official browser automation server — drive a real browser through the accessibility tree, no screenshots needed.
GitHub's official server — repos, issues, pull requests, Actions and code security, straight from your assistant.
Issue tracking at the speed of conversation — Linear's official hosted server with OAuth and zero install.
Local repository surgery — status, diffs, commits, branches and history for any repo on disk.
Timezone sanity for AI — current time anywhere and correct conversions, without the model doing date math.