io.github.RyanByrne/validatethat-mcp

https://validatethat.io/mcp

Run UX research from Claude — create card sort studies, list studies, pull headline stats.

52
reliability

Reliability & health

Uptime and response time from our own unpaid probes, plus the reliability score built from them.

7 days 30 days

Uptime

100.0% avg
0% 50% 100% Thu 3 PMSat 11 PMTue 6 AMThu 1 PM

Response time

p50 170ms · p95 408ms
0ms 450ms 900ms Thu 3 PMSat 11 PMTue 6 AMThu 1 PM
Data table
Reliability history per time bucket over the last 7 days (hourly).
Bucket Uptime Probes Response time
8/13/2026, 3:00:00 PM 100% 1 129ms
8/13/2026, 4:00:00 PM 100% 1 259ms
8/13/2026, 5:00:00 PM 100% 1 307ms
8/13/2026, 7:00:00 PM 100% 1 390ms
8/13/2026, 8:00:00 PM 100% 1 404ms
8/13/2026, 9:00:00 PM 100% 1 196ms
8/13/2026, 10:00:00 PM 100% 1 348ms
8/13/2026, 11:00:00 PM 100% 1 460ms
8/14/2026, 12:00:00 AM 100% 1 177ms
8/14/2026, 2:00:00 AM 100% 1 231ms
8/14/2026, 3:00:00 AM 100% 1 348ms
8/14/2026, 4:00:00 AM 100% 1 214ms
8/14/2026, 5:00:00 AM 100% 1 464ms
8/14/2026, 6:00:00 AM 100% 1 187ms
8/14/2026, 7:00:00 AM 100% 1 250ms
8/14/2026, 9:00:00 AM 100% 1 428ms
8/14/2026, 10:00:00 AM 100% 1 414ms
8/14/2026, 11:00:00 AM 100% 1 396ms
8/14/2026, 12:00:00 PM 100% 1 344ms
8/14/2026, 1:00:00 PM 100% 1 733ms
8/14/2026, 3:00:00 PM 100% 1 173ms
8/14/2026, 4:00:00 PM 100% 1 159ms
8/14/2026, 5:00:00 PM 100% 1 150ms
8/14/2026, 6:00:00 PM 100% 1 170ms
8/14/2026, 7:00:00 PM 100% 1 236ms
8/14/2026, 8:00:00 PM 100% 1 167ms
8/14/2026, 10:00:00 PM 100% 1 149ms
8/14/2026, 11:00:00 PM 100% 1 171ms
8/15/2026, 12:00:00 AM 100% 1 151ms
8/15/2026, 1:00:00 AM 100% 1 196ms
8/15/2026, 2:00:00 AM 100% 1 312ms
8/15/2026, 3:00:00 AM 100% 1 117ms
8/15/2026, 4:00:00 AM 100% 1 158ms
8/15/2026, 6:00:00 AM 100% 1 180ms
8/15/2026, 7:00:00 AM 100% 1 827ms
8/15/2026, 8:00:00 AM 100% 1 142ms
8/15/2026, 9:00:00 AM 100% 1 141ms
8/15/2026, 10:00:00 AM 100% 1 256ms
8/15/2026, 11:00:00 AM 100% 1 149ms
8/15/2026, 12:00:00 PM 100% 1 160ms
8/15/2026, 2:00:00 PM 100% 1 129ms
8/15/2026, 3:00:00 PM 100% 1 181ms
8/15/2026, 4:00:00 PM 100% 1 153ms
8/15/2026, 5:00:00 PM 100% 1 169ms
8/15/2026, 6:00:00 PM 100% 1 172ms
8/15/2026, 7:00:00 PM 100% 1 164ms
8/15/2026, 8:00:00 PM 100% 1 104ms
8/15/2026, 10:00:00 PM 100% 1 162ms
8/15/2026, 11:00:00 PM 100% 1 124ms
8/16/2026, 12:00:00 AM 100% 1 166ms
8/16/2026, 1:00:00 AM 100% 1 156ms
8/16/2026, 2:00:00 AM 100% 1 140ms
8/16/2026, 3:00:00 AM 100% 1 151ms
8/16/2026, 5:00:00 AM 100% 1 126ms
8/16/2026, 6:00:00 AM 100% 1 148ms
8/16/2026, 7:00:00 AM 100% 1 142ms
8/16/2026, 8:00:00 AM 100% 1 116ms
8/16/2026, 9:00:00 AM 100% 1 125ms
8/16/2026, 10:00:00 AM 100% 1 148ms
8/16/2026, 12:00:00 PM 100% 1 181ms
8/16/2026, 1:00:00 PM 100% 1 198ms
8/16/2026, 2:00:00 PM 100% 1 141ms
8/16/2026, 3:00:00 PM 100% 1 177ms
8/16/2026, 4:00:00 PM 100% 1 115ms
8/16/2026, 5:00:00 PM 100% 1 169ms
8/16/2026, 7:00:00 PM 100% 1 148ms
8/16/2026, 8:00:00 PM 100% 1 174ms
8/16/2026, 9:00:00 PM 100% 1 199ms
8/16/2026, 10:00:00 PM 100% 1 125ms
8/16/2026, 11:00:00 PM 100% 1 157ms
8/17/2026, 12:00:00 AM 100% 1 169ms
8/17/2026, 2:00:00 AM 100% 1 233ms
8/17/2026, 3:00:00 AM 100% 1 130ms
8/17/2026, 4:00:00 AM 100% 1 220ms
8/17/2026, 5:00:00 AM 100% 1 105ms
8/17/2026, 6:00:00 AM 100% 1 94ms
8/17/2026, 7:00:00 AM 100% 1 170ms
8/17/2026, 9:00:00 AM 100% 1 228ms
8/17/2026, 10:00:00 AM 100% 1 124ms
8/17/2026, 11:00:00 AM 100% 1 152ms
8/17/2026, 12:00:00 PM 100% 1 250ms
8/17/2026, 1:00:00 PM 100% 1 222ms
8/17/2026, 2:00:00 PM 100% 1 134ms
8/17/2026, 4:00:00 PM 100% 1 170ms
8/17/2026, 5:00:00 PM 100% 1 374ms
8/17/2026, 6:00:00 PM 100% 1 174ms
8/17/2026, 7:00:00 PM 100% 1 167ms
8/17/2026, 8:00:00 PM 100% 1 104ms
8/17/2026, 9:00:00 PM 100% 1 185ms
8/17/2026, 11:00:00 PM 100% 1 182ms
8/18/2026, 12:00:00 AM 100% 1 164ms
8/18/2026, 1:00:00 AM 100% 1 158ms
8/18/2026, 2:00:00 AM 100% 1 164ms
8/18/2026, 3:00:00 AM 100% 1 166ms
8/18/2026, 4:00:00 AM 100% 1 148ms
8/18/2026, 6:00:00 AM 100% 1 141ms
8/18/2026, 7:00:00 AM 100% 1 283ms
8/18/2026, 8:00:00 AM 100% 1 191ms
8/18/2026, 9:00:00 AM 100% 1 462ms
8/18/2026, 10:00:00 AM 100% 1 141ms
8/18/2026, 11:00:00 AM 100% 1 205ms
8/18/2026, 1:00:00 PM 100% 1 292ms
8/18/2026, 2:00:00 PM 100% 1 171ms
8/18/2026, 3:00:00 PM 100% 1 208ms
8/18/2026, 4:00:00 PM 100% 1 173ms
8/18/2026, 5:00:00 PM 100% 1 138ms
8/18/2026, 6:00:00 PM 100% 1 144ms
8/18/2026, 8:00:00 PM 100% 1 165ms
8/18/2026, 9:00:00 PM 100% 1 174ms
8/18/2026, 10:00:00 PM 100% 1 193ms
8/18/2026, 11:00:00 PM 100% 1 147ms
8/19/2026, 12:00:00 AM 100% 1 141ms
8/19/2026, 1:00:00 AM 100% 1 152ms
8/19/2026, 3:00:00 AM 100% 1 127ms
8/19/2026, 4:00:00 AM 100% 1 168ms
8/19/2026, 5:00:00 AM 100% 1 160ms
8/19/2026, 6:00:00 AM 100% 1 178ms
8/19/2026, 7:00:00 AM 100% 1 132ms
8/19/2026, 8:00:00 AM 100% 1 127ms
8/19/2026, 10:00:00 AM 100% 1 153ms
8/19/2026, 11:00:00 AM 100% 1 291ms
8/19/2026, 12:00:00 PM 100% 1 394ms
8/19/2026, 1:00:00 PM 100% 1 409ms
8/19/2026, 2:00:00 PM 100% 1 214ms
8/19/2026, 3:00:00 PM 100% 1 214ms
8/19/2026, 4:00:00 PM 100% 1 210ms
8/19/2026, 6:00:00 PM 100% 1 183ms
8/19/2026, 7:00:00 PM 100% 1 175ms
8/19/2026, 8:00:00 PM 100% 1 206ms
8/19/2026, 9:00:00 PM 100% 1 230ms
8/19/2026, 10:00:00 PM 100% 1 158ms
8/19/2026, 11:00:00 PM 100% 1 198ms
8/20/2026, 1:00:00 AM 100% 1 205ms
8/20/2026, 2:00:00 AM 100% 1 204ms
8/20/2026, 3:00:00 AM 100% 1 157ms
8/20/2026, 4:00:00 AM 100% 1 147ms
8/20/2026, 5:00:00 AM 100% 1 134ms
8/20/2026, 6:00:00 AM 100% 1 257ms
8/20/2026, 8:00:00 AM 100% 1 195ms
8/20/2026, 9:00:00 AM 100% 1 231ms
8/20/2026, 10:00:00 AM 100% 1 161ms
8/20/2026, 11:00:00 AM 100% 1 225ms
8/20/2026, 12:00:00 PM 100% 1 166ms
8/20/2026, 1:00:00 PM 100% 1 325ms
52
Composite reliability — the weighted average of the dimensions below, on a 0–100 scale.
Availability
100

How often it was reachable when we probed it (weight 35%).

Latency
100

How quickly it answers when it is up — fast scores high (weight 20%).

Security
100

Whether it serves over working TLS / https (weight 15%).

Transparency
36

Whether the operator disclosed what it does — description, schema, identity (weight 15%).

Activity
not yet measured

Observed on-chain payments to this endpoint's wallet — transactions, volume, and distinct paying wallets over the last month (weight 15%; not yet measured when we have not seen its wallet settle).

Confidence 100% — how much probe evidence backs this score. A thin history is flagged, not hidden.

See the scoring methodology for exactly how each number is computed.

Payment

Currencies
—
Networks
—
Facilitator
unknown
SDK
unknown

Operator

Company
inferred — unknown
Jurisdiction
—
Registrar
—
Domain registered
—
Hosting network
VERCEL-09
Hosting country
—

Operator context is derived from public RDAP/TLS records and unverified. Company and country are only available for endpoints that publish them (an OV/EV TLS certificate or a non-redacted domain record); most endpoints are CDN-fronted and disclose neither.