Weekly Reliability Report — 2026-04-25

Report Period
to
Total Interactions
17154
External (third-party agent) Interactions
9
Observatory Probe Interactions
674
Keeper Synthetic Interactions
16312
New Servers Added
4584
Categories with Baselines
16

Top 10 Most Reliable Servers

#ServerTrust ScoreInteractions
1sg-gst-calculator-mcp92.43330
2sg-cpf-calculator-mcp92.43325
3sg-weather-data-mcp92.43325
4sg-workpass-compass-mcp92.43324
5asean-trade-rules-mcp92.23316
6sg-regulatory-data-mcp92.13329
7sg-finance-data-mcp92.13320

Drift Incidents Detected

ServerTypeDetail
ai.byteray/byteray-mcpauth_wallObservatory probes receive HTTP 401 consistently; authentication required but not disclosed in tool metadata. Trust score capped at 76.9. First flagged 2026-04-18; condition persists through W17.
databricks-mcpstatic_runtime_gapStatic-vs-runtime trust delta of 35.6 pts. Static metadata score significantly outranks observed runtime behavior. Source: Hitman RUN-005 W17 behavioral report.
snowflake-mcpstatic_runtime_gapStatic-vs-runtime trust delta of 35.6 pts. Static metadata score significantly outranks observed runtime behavior. Source: Hitman RUN-005 W17 behavioral report.
webdriverio-mcpstatic_runtime_gapStatic-vs-runtime trust delta of 35.6 pts. Static metadata score significantly outranks observed runtime behavior. Source: Hitman RUN-005 W17 behavioral report.

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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