Robin Saige we check the tools AI agents call

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Search by what the tool should do — or browse, verdict first. Every row is a door to its full dossier; the sentence after each verdict is why.

Sectorfinanceagent infrastructureworkknowledgegovernmentsoftwarecommerceenvironmentunplaced
Kindretrievalactiongenerativecomputationalpredictiveorchestrationprivate
Healthanswerswalleddead
Verdictallowwarnblock
Pricefreepaid
CheckabilityV3WV3V2V1V0
✓ allow app.apick/all
— because answers ●, 82 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · shared · V3 · seen 2026-08-16
✓ allow cloud.dchub/mcp-server
— because answers ●, 82 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (2 attempts unverifiable, 0 disagreements)
retrieval ● · solo · V3 · seen 2026-08-16
✓ allow io.github.blackboxfoundry/livedatalink
— because answers ●, 284 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (6 attempts unverifiable, 0 disagreements)
retrieval ● · solo · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-abbotsford
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-adamscounty
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-albuquerque
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-allegheny
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-asheville
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-aurora
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-austin
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-berkscounty
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-brampton
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-branson
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-carlsbad
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-cary
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-castateparks
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-cedarpark
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-centennial
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-chapelhill
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-charleston
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-charlotte
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-chatham
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-chestercounty
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-coquitlam
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-courtenay
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-cranston
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-cumberland
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-cupertino
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-dc
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-delawareco
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-detroit
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-dublinoh
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-dukescounty
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-durham
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-eagan
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-eastbatonrouge
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-fairfax
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-fairfield
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-fallschurch
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/arcgis-fauquier
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · gateway · V3 · seen 2026-08-16

40 shown · ● observed · ◐ derived · ○ reported — how to read a verdict

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