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 infrastructureworkknowledgegovernmentsoftware ×commerceenvironmentunplaced
Subjectcode & repospackages & deploydatabasessecurity & infosecmonitoring & ops
Kindretrievalactiongenerativecomputationalpredictiveorchestrationprivate
Healthanswers ×walleddead
Verdictallowwarnblock
Pricefreepaid
CheckabilityV3WV3V2V1V0
✓ allow ai.ravenmcp/raven-mcp
— because answers ●, 45 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (3 attempts unverifiable, 0 disagreements)
retrieval ● · solo · V3 · seen 2026-08-16
✓ allow com.contrastcyber/api
— because answers ●, 55 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · solo · V3 · seen 2026-08-16
✓ allow com.scanmalware.mcp/scanmalware-mcp
— because answers ●, 128 tools legible (band C) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · solo · V3 · seen 2026-08-16
✓ allow dev.anatome/anatome
— because answers ●, 36 tools legible (band B) ●, no confirmed drift in 2 probes ●; not yet checked: truth (0 runs)
retrieval ● · solo · V3 · seen 2026-08-16
✓ allow io.github.VibeKit-Bot/vibekit-mcp
— because answers ●, 36 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · solo · V3 · seen 2026-08-16
✓ allow io.github.YS-projectcalc/agent-cold-email
— because answers ●, 28 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)
retrieval ● · solo · V3 · seen 2026-08-16
✓ allow io.github.abhibavishi/rankparse-mcp
— because answers ●, 59 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (1 attempts unverifiable, 0 disagreements)
retrieval ● · solo · V3 · seen 2026-08-16
✓ allow io.github.alimbenhelal-pro/alm-xpp-mcp
— because answers ●, 90 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.fmadore/iwac-mcp-server
— because answers ●, 34 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (1 attempts unverifiable, 0 disagreements)
retrieval ● · solo · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/ai-incident-db
— because answers ●, 35 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/apis-guru
— because answers ●, 35 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/boe-uk
— because answers ●, 37 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/bundlephobia
— because answers ●, 35 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/cfpb
— because answers ●, 36 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/chembl
— because answers ●, 38 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/cisa-kev
— because answers ●, 35 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/data360
— 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/datacite
— 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/dataverse-harvard
— because answers ●, 35 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/discogs
— because answers ●, 36 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/disney
— 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/dockerhub
— because answers ●, 35 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/gdelt
— because answers ●, 35 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/geonames
— because answers ●, 35 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/github
— because answers ●, 40 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/github_private
— because answers ●, 37 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/gitignore
— 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/gitlab
— because answers ●, 36 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/gitlab-public
— 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/gnomad
— because answers ●, 36 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/google_ads
— because answers ●, 36 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/intact
— because answers ●, 33 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/jsdelivr
— because answers ●, 37 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/kegg
— 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/malwarebazaar
— because answers ●, 36 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/metabolights
— because answers ●, 33 tools legible (band A) ●, no confirmed drift in 3 probes ●; not yet checked: truth (3 attempts unverifiable, 0 disagreements)
retrieval ● · gateway · V3 · seen 2026-08-16
✓ allow io.github.pipeworx-io/nasa-cmr
— 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/notion_connect
— because answers ●, 36 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/npm
— because answers ●, 36 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/nsf-awards
— because answers ●, 33 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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