Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.
Otherv0.6.1streamable-httpmcp.anomalyarmor.ai repository
| Criterion | Points | Observed |
|---|---|---|
| reachability | 18 / 25 | HTTP 401 in 75ms — auth required; WWW-Authenticate present: "Bearer error="invalid_token", error_description="Authentication failed. The provided bearer token is invalid, expired, o" |
| protocol | 0 / 15 | handshake not reachable behind auth — unverified |
| tooling | 0 / 0 | auth-gated — tooling unverifiable, excluded from score (grade marked provisional) |
| latency | 10 / 10 | initialize round-trip 75ms |
| provenance | 15 / 15 | description present; repository linked; version 0.6.1; namespace ai.anomalyarmor matches endpoint/repo |
Score 66/100 · latency 75ms · — tools · auth: auth-wellbehaved
Live badge, re-probed continuously — put it in your README:
[](https://mcpqueen.com/s/ai.anomalyarmor/armor-mcp)
Think the grade is wrong? Fix the finding the evidence shows, then the next probe cycle picks it up automatically (full cycle ≈ 3 days) — or open a dispute via the MCP endpoint.
Email alerts when the grade changes or the endpoint stops answering. Double-opt-in, one-click unwatch, free while in beta.
| When (UTC) | Grade | Score | Latency |
|---|---|---|---|
| 2026-07-12 14:18 | C | 66 | 75ms |