{
 "month": "2026-10",
 "final": false,
 "computed_at": "2026-10-02T17:48:10.880Z",
 "days_covered": 1,
 "first_day": "2026-10-02",
 "last_day": "2026-10-02",
 "source": "7Maps by 7IT, https://7it.co.il/7maps/",
 "method": "Every remote server in the official MCP registry is contacted once a day with initialize and tools/list only (no tool is called). Tools are rated by what they can do: read-only, needs approval (changes data), or high risk (deletes, pays, sends or runs code). A change is any difference in a server’s tool list from its previous day.",
 "headline": {
  "servers_checked_per_day": 21727,
  "open_with_tools_share": 63.5,
  "needs_sign_in_share": 23.9,
  "not_answering_share": 12.4,
  "tools_rated_last_day": 253115,
  "high_risk_tool_share": 4.6,
  "avg_tool_list_tokens": 7192,
  "changes_in_month": 0,
  "risk_increases_in_month": 0,
  "silent_changes_in_month": 0
 },
 "change_kinds": {},
 "findings_per_day": {
  "no_annotations": {
   "label": "No tool declares risk annotations",
   "servers": 6316
  },
  "token_heavy": {
   "label": "The tool list costs more than 10,000 tokens to load",
   "servers": 2429
  },
  "huge_description": {
   "label": "A tool description is over 2,000 characters",
   "servers": 1898
  },
  "old_protocol": {
   "label": "Answers with a protocol version older than 2025-03-26",
   "servers": 521
  },
  "slow": {
   "label": "The handshake and tool list took over 3 seconds",
   "servers": 523
  },
  "duplicate_names": {
   "label": "Two tools share a name",
   "servers": 26
  },
  "missing_descriptions": {
   "label": "Some tools have no description",
   "servers": 10
  },
  "missing_schema": {
   "label": "Some tools declare no input schema",
   "servers": 1
  }
 },
 "categories": [
  {
   "id": "data",
   "label": "Data, search and analytics",
   "servers": 3167,
   "open": 3167,
   "open_share": 100,
   "avg_tool_list_tokens": 11250,
   "avg_tools": 21.9
  },
  {
   "id": "documents",
   "label": "Documents and knowledge",
   "servers": 3029,
   "open": 3029,
   "open_share": 100,
   "avg_tool_list_tokens": 7705,
   "avg_tools": 25.6
  },
  {
   "id": "other",
   "label": "Other",
   "servers": 2562,
   "open": 2562,
   "open_share": 100,
   "avg_tool_list_tokens": 5370,
   "avg_tools": 14
  },
  {
   "id": "commerce",
   "label": "Online store and commerce",
   "servers": 1747,
   "open": 1747,
   "open_share": 100,
   "avg_tool_list_tokens": 3582,
   "avg_tools": 10.3
  },
  {
   "id": "payments",
   "label": "Payments and finance",
   "servers": 982,
   "open": 982,
   "open_share": 100,
   "avg_tool_list_tokens": 5822,
   "avg_tools": 18
  },
  {
   "id": "dev",
   "label": "Developer tools and code",
   "servers": 520,
   "open": 520,
   "open_share": 100,
   "avg_tool_list_tokens": 6203,
   "avg_tools": 13.9
  },
  {
   "id": "marketing",
   "label": "Marketing, email and messaging",
   "servers": 365,
   "open": 365,
   "open_share": 100,
   "avg_tool_list_tokens": 6379,
   "avg_tools": 19.1
  },
  {
   "id": "booking",
   "label": "Bookings and appointments",
   "servers": 351,
   "open": 351,
   "open_share": 100,
   "avg_tool_list_tokens": 5757,
   "avg_tools": 12.9
  },
  {
   "id": "legal",
   "label": "Legal and compliance",
   "servers": 316,
   "open": 316,
   "open_share": 100,
   "avg_tool_list_tokens": 7692,
   "avg_tools": 17
  },
  {
   "id": "crm",
   "label": "CRM and sales",
   "servers": 287,
   "open": 287,
   "open_share": 100,
   "avg_tool_list_tokens": 5800,
   "avg_tools": 15.2
  },
  {
   "id": "realestate",
   "label": "Real estate",
   "servers": 266,
   "open": 266,
   "open_share": 100,
   "avg_tool_list_tokens": 7335,
   "avg_tools": 14.9
  },
  {
   "id": "health",
   "label": "Health",
   "servers": 103,
   "open": 103,
   "open_share": 100,
   "avg_tool_list_tokens": 4407,
   "avg_tools": 13.8
  },
  {
   "id": "travel",
   "label": "Travel and hospitality",
   "servers": 96,
   "open": 96,
   "open_share": 100,
   "avg_tool_list_tokens": 4249,
   "avg_tools": 11.1
  }
 ],
 "daily": [
  {
   "day": "2026-10-02",
   "shards": 24,
   "probed": 21727,
   "open_with_tools": 13791,
   "needs_sign_in": 5191,
   "asks_payment": 51,
   "not_answering": 2694,
   "tools_read_only": 104630,
   "tools_need_approval": 136785,
   "tools_high_risk": 11700,
   "avg_tool_list_tokens": 7192,
   "avg_handshake_ms": 931,
   "changes": 0,
   "risk_increases": 0,
   "silent_changes": 0
  }
 ]
}