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Limzo Telegram Group Stats

Read-only stats for public Telegram groups tracked by Limzo, the anti-spam bot. No API key.

Links

README

From the repo.

limzo-mcp

npm version License: MIT MCP

MCP (Model Context Protocol) server for Limzo, the Telegram anti-spam and moderation bot — read-only public Telegram group statistics: leaderboards, activity trends, member levels, weekly award history, and moderation summaries for any group with a public Limzo stats page.

No API key, no account. Everything served is already public at limzo.com/s/<slug> — payloads never include verbatim member messages.

Tools

ToolWhat it returns
list_groupsSearch/browse the public group directory (slug, title, members, language)
get_group_statsFull public stats for one group by slug: activity, top members, levels, awards, moderation summary
get_global_statsNetwork-wide Limzo stats

Quick start

The server is hosted — this package is a stdio bridge for MCP clients:

npx limzo-mcp

Claude Desktop / Claude Code

{
  "mcpServers": {
    "limzo": { "command": "npx", "args": ["-y", "limzo-mcp"] }
  }
}

Cursor / other MCP clients

Same pattern — command npx, args ["-y", "limzo-mcp"].

Direct HTTP (streamable MCP, no bridge)

Clients that support remote MCP can connect straight to:

https://limzo.com/api/public/mcp

Example

Ask an assistant "How active is the hipo_chat Telegram group?" and it calls get_group_stats:

// get_group_stats { "slug": "hipo" }  →  (response trimmed)
{
  "group":  { "title": "Hipo Chat", "username": "hipo_chat", "member_count": 3920 },
  "range":  { "key": "7d", "label": "7 days", "days": 7 },
  "stats":  {
    "messages": 1107,
    "active_users": 236,
    "mood": { "label": "Sunny", "emoji": "☀️", "positive_pct": 83 },
    "top_members": [
      { "rank": 1, "name": "Josip", "messages": 238 },
      { "rank": 2, "name": "Behrang Norouzinia", "messages": 84 }
    ]
  }
}

Every value above is already public at limzo.com/s/hipo — the server never exposes verbatim member messages. Full response shape: openapi.json.

What is Limzo?

A Telegram community bot: public shareable stats pages, member levels/badges/achievements, weekly highlights and reports, mini-games, and smart anti-spam moderation (newcomer captcha, impersonator guard, link safety scan, /warn warnings, language lock, cross-group network shield). Free to start: @LimzoRobot.

Listed on

Official MCP Registry (com.limzo/telegram-group-stats) · Glama · Smithery · npm

License

MIT

Config for your environment

Use the endpoint URL below in your config. No API key — you connect directly.

Tool

OS

Config file: ~/.cursor/mcp.json

{
  "mcpServers": {
    "mcp-server": {
      "url": "https://limzo.com/api/public/mcp"
    }
  }
}

Paste into mcpServers in the config file. Restart Cursor after saving.

If this MCP is also published on mcpchannel.ai, you can subscribe from Browse and use the gateway config there instead.