MCP QUEEN
ai.livingmeta/ai-in-research C provisional — auth-gated, tooling unverifiable
Read-only MCP over the LivingMeta AI-in-Research corpus: 12,400 papers, gaps, priority agenda.
Science & Healthv1.1.0streamable-httpai-in-research.livingmeta.ai
Grade evidence — probed 2026-07-22 14:00 UTC
| Criterion | Points | Observed |
|---|---|---|
| reachability | 18 / 25 | HTTP 401 in 433ms — auth required; WWW-Authenticate present: "Bearer resource_metadata="https://ai-in-research.livingmeta.ai/.well-known/oauth-protected-resource"" |
| 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 433ms |
| provenance | 12 / 15 | description present; no repository URL; version 1.1.0; namespace ai.livingmeta matches endpoint/repo |
Score 62/100 · latency 433ms · — tools · protocol access: auth-wellbehaved ⓘ
Trust receipt
Security, data integrity, citation quality, and advertised claims are measured separately from protocol uptime. Missing evidence is marked unverified, never converted into a pass.
| Dimension | Metric | Status | Evidence | Source |
|---|---|---|---|---|
| claim_verification | advertised_corpus_scale | unverified | Advertised corpus-size expression(s) found in public metadata/tool descriptions: 12,400 papers. Black-box discovery does not establish corpus coverage; a manifest or sampled benchmark is required. Observed value: 12,400 papers | live_probe |
| security | authentication_boundary | observed | Live protocol probe observed auth_state=auth-wellbehaved. This describes discovery/access behavior; it is not by itself a vulnerability finding. Observed value: auth-wellbehaved | live_probe |
Machine-readable receipt: /api/trust/ai.livingmeta/ai-in-research.json
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Live operational-grade badge, re-probed continuously — not a security or data-quality certification. Put it in your README and link to the complete receipt:
[](https://mcpqueen.com/s/ai.livingmeta/ai-in-research)
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Probe history
| When (UTC) | Grade | Score | Latency |
|---|---|---|---|
| 2026-07-22 14:00 | C | 62 | 433ms |