{
 "server": "com.techfabric.databricks/field-guide",
 "url": "https://databricks.techfabric.com/mcp",
 "verdict": "no critical or high findings recorded",
 "current_tool_count": 15,
 "tools_ever_seen": 19,
 "drift_events": 26,
 "findings_by_severity": {
  "low": 1
 },
 "last_probe": {
  "status": "OK",
  "n_tools": 15,
  "ran_at": "2026-10-24T18:17:44.369Z"
 },
 "current_tools": [
  "decide",
  "estimate_cost",
  "exam_prep",
  "explore_concept",
  "explore_diagram",
  "flashcards",
  "get_chapter",
  "get_code_examples",
  "learn_path",
  "list_chapters",
  "quiz_me",
  "review_databricks_code",
  "search_guide",
  "visualize",
  "whats_new"
 ],
 "drift": [
  {
   "tool": "search_guide",
   "kind": "mutated",
   "severity": "high",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "get_chapter",
   "kind": "mutated",
   "severity": "high",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "estimate_cost",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "explore_concept",
   "kind": "added",
   "severity": "info",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "quiz_me",
   "kind": "added",
   "severity": "high",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "learn_path",
   "kind": "added",
   "severity": "info",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "exam_prep",
   "kind": "added",
   "severity": "high",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "flashcards",
   "kind": "added",
   "severity": "high",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "visualize",
   "kind": "added",
   "severity": "high",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "decide",
   "kind": "added",
   "severity": "info",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "explore_diagram",
   "kind": "added",
   "severity": "high",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "list_note_drafts",
   "kind": "removed",
   "severity": "info",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "preview_note",
   "kind": "removed",
   "severity": "info",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "approve_note",
   "kind": "removed",
   "severity": "info",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "reject_note",
   "kind": "removed",
   "severity": "info",
   "detected_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "search_guide",
   "kind": "added",
   "severity": "high",
   "detected_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "get_chapter",
   "kind": "added",
   "severity": "high",
   "detected_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "get_code_examples",
   "kind": "added",
   "severity": "high",
   "detected_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "whats_new",
   "kind": "added",
   "severity": "info",
   "detected_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "list_chapters",
   "kind": "added",
   "severity": "info",
   "detected_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "review_databricks_code",
   "kind": "added",
   "severity": "info",
   "detected_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "estimate_cost",
   "kind": "added",
   "severity": "info",
   "detected_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "list_note_drafts",
   "kind": "added",
   "severity": "high",
   "detected_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "preview_note",
   "kind": "added",
   "severity": "high",
   "detected_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "approve_note",
   "kind": "added",
   "severity": "info",
   "detected_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "reject_note",
   "kind": "added",
   "severity": "high",
   "detected_at": "2026-10-23T00:17:43.435Z"
  }
 ],
 "findings": [
  {
   "tool": "search_guide",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'get_chapter'",
   "seen_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "get_chapter",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'search_guide'",
   "seen_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "quiz_me",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'list_chapters'",
   "seen_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "exam_prep",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'quiz_me'",
   "seen_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "flashcards",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'exam_prep'",
   "seen_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "visualize",
   "detector": "url_in_description",
   "severity": "low",
   "field": "inputSchema.properties.document.description",
   "evidence": "https://agents.fabric.pro/a2ui/v0.9/fabric_catalog.json:",
   "seen_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "visualize",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'search_guide'",
   "seen_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "explore_diagram",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'list_chapters'",
   "seen_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "tool": "search_guide",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'get_chapter'",
   "seen_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "get_chapter",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'search_guide'",
   "seen_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "get_code_examples",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'list_chapters'",
   "seen_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "list_note_drafts",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'preview_note'",
   "seen_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "preview_note",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'list_note_drafts'",
   "seen_at": "2026-10-23T00:17:43.435Z"
  },
  {
   "tool": "reject_note",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'approve_note'",
   "seen_at": "2026-10-23T00:17:43.435Z"
  }
 ],
 "probes": [
  {
   "status": "OK",
   "n_tools": 15,
   "ran_at": "2026-10-24T18:17:44.369Z"
  },
  {
   "status": "OK",
   "n_tools": 11,
   "ran_at": "2026-10-23T00:17:43.435Z"
  }
 ]
}