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  "title": "JFrog MCP: Artifact discovery and administrative operations",
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    "How should a buyer review experimental tools?",
    "When should an agent refuse an access-token change?",
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        "field": "egress",
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          "jfrog-tools"
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      {
        "field": "failures",
        "label": "Failure modes to consider",
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        "statement": "An over-broad identity or optional tool can turn discovery into an administrative action.",
        "source_ids": [
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      {
        "field": "unknown",
        "label": "Unknowns and applicability",
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    "policy_basis": "Suggested VAREXIS review gates; apply the buyer's authorized task and policy. These conditions do not execute or enforce controls.",
    "commercial_reliance_boundary": "A source-linked review aid, not a vendor certification, security clearance or deployment assessment. Unknown does not mean false or unsafe.",
    "paid_value": {
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      "free": "Complete review, practical questions, sources and limitations; may be saved locally.",
      "single_request": "Existing server-saved version-bound route snapshot for later authenticated retrieval.",
      "evidence_receipt": "The same snapshot plus the existing unsigned delivery receipt.",
      "excluded": [
        "Fresh vendor research",
        "Continuous monitoring or change alerts",
        "Testing the buyer configuration",
        "Private evidence or vendor certification"
      ],
      "integrity": "Hashes identify content versions; they do not prove truth or provide a signature."
    },
    "revalidation": {
      "trigger": "Recheck when permissions, deployment, authentication, source guidance or intended use changes; a purchase does not trigger revalidation.",
      "specific_watch": "Platform tool inventory, Beta enablement and identity grants."
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        "version": 1,
        "date": "2026-10-16",
        "change": "Initial documentation review; no earlier vendor assessment claimed."
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  "paid_access_note": "The full published answer and boundaries are free. Paid access saves the selected route and source versions, with an unsigned receipt when purchased. Preview coverage before paying. Fresh research, bespoke assessment and protected evidence are excluded.",
  "service_route": {
    "request_guide": "/varexis-index/request.html",
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  "authority_boundary": "VAREXIS-INDEX informs evidence reliance. It does not provide advice, certification, deployment authority, security assurance, production approval, or guarantee.",
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