{
 "server": "ai.agentplaybooks/agentplaybooks",
 "url": "https://agentplaybooks.ai/api/mcp/manage",
 "verdict": "high-severity findings present",
 "current_tool_count": 47,
 "tools_ever_seen": 47,
 "drift_events": 0,
 "findings_by_severity": {
  "high": 24,
  "low": 3
 },
 "last_probe": {
  "status": "OK",
  "n_tools": 47,
  "ran_at": "2026-08-13T03:13:38.189Z"
 },
 "current_tools": [
  "archive_memories",
  "call_connected_tool",
  "consolidate_memories",
  "create_mcp_server",
  "create_persona",
  "create_playbook",
  "create_run",
  "create_skill",
  "create_task_graph",
  "delete_mcp_server",
  "delete_memory",
  "delete_persona",
  "delete_playbook",
  "delete_run",
  "delete_secret",
  "delete_skill",
  "get_canvas_toc",
  "get_memory_context",
  "get_memory_tree",
  "get_playbook",
  "get_skill",
  "list_canvas",
  "list_mcp_servers",
  "list_playbooks",
  "list_runs",
  "list_secrets",
  "list_skill_versions",
  "list_skills",
  "lock_canvas_section",
  "patch_canvas_section",
  "promote_memory",
  "read_canvas",
  "read_memory",
  "rollback_skill",
  "rotate_secret",
  "search_memory",
  "store_secret",
  "unlock_canvas_section",
  "update_mcp_server",
  "update_persona",
  "update_playbook",
  "update_run",
  "update_skill",
  "update_task_status",
  "use_secret",
  "write_canvas",
  "write_memory"
 ],
 "drift": [],
 "findings": [
  {
   "tool": "delete_playbook",
   "detector": "secret_material_reference",
   "severity": "high",
   "field": "description",
   "evidence": "all its contents (personas, skills, memory, API keys). This action cannot be undone!",
   "seen_at": "2026-08-13T03:13:38.189Z"
  },
  {
   "tool": "delete_memory",
   "detector": "secret_material_reference",
   "severity": "high",
   "field": "description",
   "evidence": "Delete a memory entry (requires API key) Target a playbook with playbook_id.",
   "seen_at": "2026-08-13T03:13:38.189Z"
  },
  {
   "tool": "write_canvas",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'patch_canvas_section'",
   "seen_at": "2026-08-13T03:13:38.189Z"
  },
  {
   "tool": "patch_canvas_section",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'get_canvas_toc'",
   "seen_at": "2026-08-13T03:13:38.189Z"
  },
  {
   "tool": "get_canvas_toc",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'patch_canvas_section'",
   "seen_at": "2026-08-13T03:13:38.189Z"
  },
  {
   "tool": "unlock_canvas_section",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'lock_canvas_section'",
   "seen_at": "2026-08-13T03:13:38.189Z"
  },
  {
   "tool": "rollback_skill",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'list_skill_versions'",
   "seen_at": "2026-08-13T03:13:38.189Z"
  },
  {
   "tool": "use_secret",
   "detector": "secret_material_reference",
   "severity": "high",
   "field": "description",
   "evidence": "s to authenticate API calls without exposing credentials. Example: use_secret({secret_name: 'OPENAI_API_KEY', url: 'http",
   "seen_at": "2026-08-13T03:13:38.189Z"
  },
  {
   "tool": "use_secret",
   "detector": "url_in_description",
   "severity": "low",
   "field": "description",
   "evidence": "https://api.openai.com/v1/models",
   "seen_at": "2026-08-13T03:13:38.189Z"
  },
  {
   "tool": "delete_playbook",
   "detector": "secret_material_reference",
   "severity": "high",
   "field": "description",
   "evidence": "all its contents (personas, skills, memory, API keys). This action cannot be undone!",
   "seen_at": "2026-08-13T03:13:17.589Z"
  },
  {
   "tool": "delete_memory",
   "detector": "secret_material_reference",
   "severity": "high",
   "field": "description",
   "evidence": "Delete a memory entry (requires API key) Target a playbook with playbook_id.",
   "seen_at": "2026-08-13T03:13:17.589Z"
  },
  {
   "tool": "write_canvas",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'patch_canvas_section'",
   "seen_at": "2026-08-13T03:13:17.589Z"
  },
  {
   "tool": "patch_canvas_section",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'get_canvas_toc'",
   "seen_at": "2026-08-13T03:13:17.589Z"
  },
  {
   "tool": "get_canvas_toc",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'patch_canvas_section'",
   "seen_at": "2026-08-13T03:13:17.589Z"
  },
  {
   "tool": "unlock_canvas_section",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'lock_canvas_section'",
   "seen_at": "2026-08-13T03:13:17.589Z"
  },
  {
   "tool": "rollback_skill",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'list_skill_versions'",
   "seen_at": "2026-08-13T03:13:17.589Z"
  },
  {
   "tool": "use_secret",
   "detector": "secret_material_reference",
   "severity": "high",
   "field": "description",
   "evidence": "s to authenticate API calls without exposing credentials. Example: use_secret({secret_name: 'OPENAI_API_KEY', url: 'http",
   "seen_at": "2026-08-13T03:13:17.589Z"
  },
  {
   "tool": "use_secret",
   "detector": "url_in_description",
   "severity": "low",
   "field": "description",
   "evidence": "https://api.openai.com/v1/models",
   "seen_at": "2026-08-13T03:13:17.589Z"
  },
  {
   "tool": "delete_playbook",
   "detector": "secret_material_reference",
   "severity": "high",
   "field": "description",
   "evidence": "all its contents (personas, skills, memory, API keys). This action cannot be undone!",
   "seen_at": "2026-08-13T03:12:56.952Z"
  },
  {
   "tool": "delete_memory",
   "detector": "secret_material_reference",
   "severity": "high",
   "field": "description",
   "evidence": "Delete a memory entry (requires API key) Target a playbook with playbook_id.",
   "seen_at": "2026-08-13T03:12:56.952Z"
  },
  {
   "tool": "write_canvas",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'patch_canvas_section'",
   "seen_at": "2026-08-13T03:12:56.952Z"
  },
  {
   "tool": "patch_canvas_section",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'get_canvas_toc'",
   "seen_at": "2026-08-13T03:12:56.952Z"
  },
  {
   "tool": "get_canvas_toc",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'patch_canvas_section'",
   "seen_at": "2026-08-13T03:12:56.952Z"
  },
  {
   "tool": "unlock_canvas_section",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'lock_canvas_section'",
   "seen_at": "2026-08-13T03:12:56.952Z"
  },
  {
   "tool": "rollback_skill",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'list_skill_versions'",
   "seen_at": "2026-08-13T03:12:56.952Z"
  },
  {
   "tool": "use_secret",
   "detector": "secret_material_reference",
   "severity": "high",
   "field": "description",
   "evidence": "s to authenticate API calls without exposing credentials. Example: use_secret({secret_name: 'OPENAI_API_KEY', url: 'http",
   "seen_at": "2026-08-13T03:12:56.952Z"
  },
  {
   "tool": "use_secret",
   "detector": "url_in_description",
   "severity": "low",
   "field": "description",
   "evidence": "https://api.openai.com/v1/models",
   "seen_at": "2026-08-13T03:12:56.952Z"
  }
 ],
 "probes": [
  {
   "status": "OK",
   "n_tools": 47,
   "ran_at": "2026-08-13T03:13:38.189Z"
  },
  {
   "status": "OK",
   "n_tools": 47,
   "ran_at": "2026-08-13T03:13:17.589Z"
  },
  {
   "status": "OK",
   "n_tools": 47,
   "ran_at": "2026-08-13T03:12:56.952Z"
  }
 ]
}