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Limzo Telegram Group Stats MCP server

by limzo.com·com.limzo/telegram-group-stats·v1.3.1
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Read-only stats for public Telegram groups tracked by Limzo, the anti-spam bot. No API key.

A87/100grade A
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A87/100

full report

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Limzo Telegram Group Stats tools (3)

write = sends, deletes, buys or posts
  • get_global_statsFree

    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.

  • get_group_statsFree

    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 otherwise silently fall back to 7d, so check `range.key` in the result. Never includes verbatim member messages. For a private group (one with no public t.me handle) the member identities, the group description and member_count are withheld too: aggregates plus an anonymised leaderboard are all it returns.

  • list_groupsFree

    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. Each row carries a `language` mix (primary language + top languages as percentages); rows also include slug, title, username, plan, member_count, 7-day messages and active members, score and page URLs, plus `total_matches` so you can tell when more groups matched than were returned.

Public scan report

scanner v0.1.5 · 2026-09-19 · same rubric, same numbers if you re-run it

no findings
  • Code scan2 source files scanned25/25
  • Live reliabilityremote reachable in 2308ms17/20
  • Tool poisoning3 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 1 days ago15/15
  • Maintainer identitynamespace and repository owner differ; website matches verified namespace5/10
Overall 87/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

What the publisher says

From the Limzo Telegram Group Stats repository's README, as published. We do not edit it. Read it on GitHub

limzo-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/ — payloads never include verbatim member messages.

Tools

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 hipochat Telegram group?" and it calls getgroup_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.

  • Docs: https://limzo.com/docs/
  • OpenAPI: https://limzo.com/api/public/openapi.json
  • llms.txt: https://limzo.com/llms.txt

Listed on

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

License

MIT

Nothing above is checked by us. What we check is on the safety report.

Install directly

claude mcp add --transport http telegram-group-stats https://limzo.com/api/public/mcp
Add to Cursor

Limzo Telegram Group Stats: common questions

Is Limzo Telegram Group Stats MCP server safe?
Yes, by our scan: it is graded A (87/100). Read the Limzo Telegram Group Stats safety report
How do I install Limzo Telegram Group Stats?
It runs remotely at limzo.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Limzo Telegram Group Stats need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Limzo Telegram Group Stats maintained?
The last commit was 3 days ago (2026-09-18). The latest release is v1.3.1.
Is Limzo Telegram Group Stats up?
100% of our last 7 checks got an answer. We check remote servers about four times a day.

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