Odel
MCP server: One MCP server.

Limzo Telegram Group Stats

@limzoRun by its publisher: served from their own domain, namespace checked by the registry.MCP server · External

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

Messaging appsv1.3.1MITJavaScript
Freeno charge per call
Sign in to install

One address for any MCP client. No sign-in needed on this server.

What it does

3 read

Grouped by tool name. At most: only reads or looks up information.

What it costs

Free

Odel charges nothing per call. The publisher may charge for its own service.

Tools

3 · grouped by tool name · checked 13 Oct 2026

Read · 3Look things up

  • get_group_stats
  • list_groups
  • get_global_stats
Try it in the Inspector
README2 min read

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:

bash
npx limzo-mcp

Claude Desktop / Claude Code

json
{
  "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:

jsonc
// 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

Similar modules

Browse Messaging apps