Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.
AI & Agentsv0.7.1streamable-httpmcp.transform.unstructured.io
| Criterion | Points | Observed |
|---|---|---|
| reachability | 18 / 25 | HTTP 401 in 545ms — 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 | 7 / 10 | initialize round-trip 545ms |
| provenance | 12 / 15 | description present; no repository URL; version 0.7.1; namespace io.unstructured matches endpoint/repo |
Score 57/100 · latency 545ms · — tools · protocol access: auth-wellbehaved ⓘ
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 |
|---|---|---|---|---|
| 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/io.unstructured/transform.json
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/io.unstructured/transform)
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 |
|---|---|---|---|
| 2026-07-17 21:47 | D | 57 | 545ms |