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io.github.us-all/unifi

Official

by us-all · TypeScript

UniFi semantic-analysis MCP — fleet health, anomaly detection, cross-site analytics

UniFi semantic-analysis MCP (io.github.us-all/unifi)

This MCP server performs UniFi semantic analysis for multi-site deployments, focusing on fleet health, anomaly detection, and cross-site analytics. It is built around the official Site Manager API and Cloud Connector and exposes only read-only functionality, including severity verdicts derived from curated thresholds.

🛠️ Key Features

  • Fleet health and anomaly detection
  • Cross-site analytics
  • Severity verdicts: healthy / info / warning / critical
  • Read-only access (no write operations)
  • 54 tools total: 7 semantic-analysis aggregations, 9 raw Site Manager tools, 35 Cloud Connector tools
  • 8 MCP prompts: 4 fleet-wide ops + 4 MSP workflows
  • 2 optional local controller tools: per-port error counters and SFP DDM (not exposed by the Cloud API)

🚀 Use Cases

  • MSP-style fleet monitoring across multiple UniFi sites
  • Detecting and triaging anomalies using health verdicts

⚡ Developer Benefits

  • Tooling split by Site Manager, Cloud Connector, and semantic-analysis layers
  • Predefined prompt workflows for fleet-wide and MSP-specific operations
  • Consistent severity classification based on curated thresholds

⚠️ Limitations

  • Read-only: UniFi API keys do not ship write capabilities
  • Cloud API does not expose SFP DDM; available only via optional local controller tools

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