Limzo Telegram Group Stats

{
  "id": "aix_956a8fb4f6",
  "name": "Limzo Telegram Group Stats",
  "operator": "(unclaimed - source: registry-official · publisher: com.limzo)",
  "description": "Read-only public Telegram group stats from Limzo: leaderboards, activity, levels. No API key.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-25",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "chat-messaging"
  ],
  "protocols": {
    "mcp": "https://limzo.com/api/public/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 845,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 61,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-25T05:01:36.860Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://limzo.com/docs/"
    },
    {
      "label": "repository",
      "url": "https://github.com/LimzoCom/limzo-mcp"
    }
  ],
  "avatar": "https://github.com/LimzoCom.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/LimzoCom"
    }
  ],
  "profile": {
    "mcp_server": "limzo-mcp",
    "mcp_version": "1.3.0",
    "tool_count": 3,
    "tools": [
      {
        "name": "get_group_stats",
        "description": "Call this when the user asks about the activity, health, leaderboard, mood, or trends of a specific Telegram group tracked by Limzo. `slug` is the last part of the group's public page URL, limzo.com/s/<slug> (e.g. \"hipo\"). Returns the curated limzo.public_stats/v1 JSON: messages, replies, active members, daily series, top members, mood, reactions, language mix, the Limzo Levels ladder (lifetime XP + badge tiers), and weekly-league standings when the group has the league enabled. Optional `range`: 7d (default), 30d, all — the wider ranges only serve real data for groups on a paid plan and other"
      },
      {
        "name": "list_groups",
        "description": "Call this to discover Telegram groups tracked by Limzo — to browse the directory, filter by language, or find a group's slug for get_group_stats. Optional `query` filters case-insensitively over group title, username, slug, and description. Optional `lang` (ISO 639-1, e.g. \"fa\", \"es\") keeps only groups where that language is a meaningful share of what members write — the way to answer \"find active Persian/Spanish groups\". Omit both to list the top groups by Limzo Score. The directory covers PUBLIC groups only — a group with no t.me handle is never listed, though it may still have a /s/ page. E"
      },
      {
        "name": "get_global_stats",
        "description": "Call this for network-wide numbers across all public Telegram groups tracked by Limzo (group count, messages, active users, replies, reactions, karma — 7-day and all-time) plus durable lifetime totals (messages analyzed, members tracked, spam messages removed) and the current top groups by Limzo Score. For finding a specific group, prefer list_groups."
      }
    ],
    "profiled_at": "2026-09-25T05:01:36.860Z"
  },
  "unreachable": false
}