limzo-mcp

MCP serverCommunication

Your AI can answer questions about public Telegram groups using stats from Limzo. This integration provides read-only access to group leaderboards, activity, and member levels. No API key is required to use it.

Use limzo-mcp in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add limzo-mcp and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use limzo-mcp to get group stats

Details

Available today. Use it from your connected AI after setup.

Add the integration, then ask your AI about a public Telegram group, such as its leaderboard or recent activity. Since it is read-only, your AI can look up stats but cannot post or change anything in the group.

limzo-mcpStart free

What your AI can do with it

  • Show leaderboard rankings for a public Telegram group
  • Summarize how active a group has been
  • Look up member levels in a group
  • Answer questions about a group's stats on request
  • Pull stats right away, with no API key needed

Install limzo-mcp

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user limzo-mcp 'https://limzo.com/api/public/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

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

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=limzo-mcp&config=eyJ1cmwiOiJodHRwczovL2xpbXpvLmNvbS9hcGkvcHVibGljL21jcCJ9

    Open the link and Cursor adds the server at that address.

  • ChatGPT

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

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add limzo-mcp --url 'https://limzo.com/api/public/mcp'

    Run it once, then sign in with codex mcp login limzo-mcp if the server asks for an account.

From the project's README

As published by limzocom/limzo-mcp in README.md.

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

Tools it offers (3)

What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

  • get_group_stats
  • list_groups
  • get_global_stats

Signals

Last commit
Sep 2026
Weekly downloads
69
Weekly_downloads
228 weekly_downloads

Ahel review

  • S4info
    community integration, published by limzocom, not telegram

Automated review, not a security audit. Ruleset v1.

Advanced
Delivery
telegram-group-stats MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
com-limzo-telegram-group-stats
Source
github.com/limzocom/limzo-mcp
Hosted endpoint
https://limzo.com/api/public/mcp