Weekly Reliability Report — 2026-04-18

Report Period
to
Total Interactions
8258
External (third-party agent) Interactions
9
Observatory Probe Interactions
388
Keeper Synthetic Interactions
7711
New Servers Added
4568
Categories with Baselines
16

Top 10 Most Reliable Servers

#ServerTrust ScoreInteractions
1sg-gst-calculator-mcp92.3999
2sg-weather-data-mcp92.3997
3sg-cpf-calculator-mcp92.3995
4sg-workpass-compass-mcp92.3994
5sg-regulatory-data-mcp92.11004
6asean-trade-rules-mcp92.1991
7sg-finance-data-mcp91.9994
8sg-company-lookup-mcp91.7993
9ai.byteray/byteray-mcp76.9337

Drift Incidents Detected

ServerTypeDetail
ai.byteray/byteray-mcpauth_wallObservatory probes receive HTTP 401 consistently; server requires authentication not disclosed in tool metadata. Trust score capped at 76.9.

Data Provenance

This report uses honest provenance labeling: interactions are split into external agent-reported (verified third-party), Observatory probe (active monitoring), and keeper synthetic (flywheel infrastructure). Baselines are computed from all sources; market validation metrics use external-only.

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