{
  "schema_version": 1,
  "snapshot_date": "2026-08-12",
  "repository": "nowireless4u/hpe-networking-mcp",
  "repository_url": "https://github.com/nowireless4u/hpe-networking-mcp",
  "commit": "a1b2afaac11001fa75a9b04bc8a3d0d5c0ffc387",
  "commit_date": "2026-08-10T08:34:00Z",
  "commit_url": "https://github.com/nowireless4u/hpe-networking-mcp/commit/a1b2afaac11001fa75a9b04bc8a3d0d5c0ffc387",
  "license": "MIT",
  "counts": {
    "executable_backend_tools": 4109,
    "indexed_endpoints": 5960,
    "default_code_mode_surface": 6,
    "dynamic_mode_surface": 36
  },
  "dynamic_mode_breakdown": {
    "platform_router_tools": 27,
    "platform_count": 9,
    "router_tools_per_platform": 3,
    "direct_cross_platform_tools": 7,
    "direct_cross_platform_names": [
      "health",
      "site_health_check",
      "site_rf_check",
      "translate_wlan_preview",
      "translate_wlan_apply",
      "translate_config_preview",
      "translate_config_apply"
    ],
    "skills_tools": 2,
    "skills_tool_names": [
      "skills_list",
      "skills_load"
    ]
  },
  "executable_backend_tools_by_platform": {
    "mist": 1050,
    "central": 669,
    "greenlake": 919,
    "clearpass": 142,
    "apstra": 19,
    "axis": 25,
    "aos8": 48,
    "uxi": 21,
    "edgeconnect": 1216
  },
  "indexed_endpoint_reproduction": {
    "source_script": "scripts/build_spec_index.py",
    "source_url": "https://github.com/nowireless4u/hpe-networking-mcp/blob/a1b2afaac11001fa75a9b04bc8a3d0d5c0ffc387/scripts/build_spec_index.py",
    "command": "python scripts/build_spec_index.py",
    "specs": 81,
    "endpoints": 5960,
    "responses": 39576,
    "parameters": 17836,
    "schemas": 13578,
    "fields": 63111,
    "skipped": 6,
    "notes": [
      "The index parses vendored OpenAPI documents and is not an executable MCP tool registry.",
      "The builder excludes non-spec JSON and vendor/aoscx because that platform has no backing tools."
    ]
  },
  "source_evidence": [
    {
      "claim": "4,109 underlying executable tools and the code/dynamic exposure modes",
      "path": "README.md",
      "url": "https://github.com/nowireless4u/hpe-networking-mcp/blob/a1b2afaac11001fa75a9b04bc8a3d0d5c0ffc387/README.md"
    },
    {
      "claim": "Per-platform executable tool counts",
      "path": "README.md",
      "url": "https://github.com/nowireless4u/hpe-networking-mcp/blob/a1b2afaac11001fa75a9b04bc8a3d0d5c0ffc387/README.md#why"
    },
    {
      "claim": "5,960 indexed endpoints, reproduced locally from the pinned tree",
      "path": "scripts/build_spec_index.py",
      "url": "https://github.com/nowireless4u/hpe-networking-mcp/blob/a1b2afaac11001fa75a9b04bc8a3d0d5c0ffc387/scripts/build_spec_index.py"
    }
  ],
  "non_equivalence": [
    "Executable backend tools are registered call targets; indexed endpoints are documentation/spec lookup records.",
    "The endpoint index can contain operations with no callable wrapper and omits non-spec or unsupported platform material.",
    "The executable total includes generated wrappers and curated tools, while the top-level MCP surface is intentionally much smaller."
  ],
  "count_reconciliation": [
    "The pinned README's early comparison table shows 10 for GreenLake, but its platform tree and startup examples state 919 generated GreenLake tools.",
    "Using 919 makes the per-platform sum exactly 4,109; using 10 would produce 3,200. This snapshot records the internally consistent executable registry total.",
    "The pinned README claims 24 client-visible tools in dynamic mode, but the pinned implementation registers 27 platform routers (nine platforms times three), seven direct cross-platform tools, and two skills tools: 36 total.",
    "The upstream 24 claim is stale and internally contradictory: it also describes only 21 platform meta-tools and four cross-platform tools despite the pinned nine-platform and seven-direct-tool registrations."
  ]
}