limzo-mcp
MCP serverCommunicationYour 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
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Details
Available today. Use it from your connected AI after setup.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
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.
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/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=limzo-mcp&config=eyJ1cmwiOiJodHRwczovL2xpbXpvLmNvbS9hcGkvcHVibGljL21jcCJ9Open the link and Cursor adds the server at that address.
ChatGPT
https://limzo.com/api/public/mcpIn 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
| Tool | What it returns |
|---|---|
list_groups | Search/browse the public group directory (slug, title, members, language) |
get_group_stats | Full public stats for one group by slug: activity, top members, levels, awards, moderation summary |
get_global_stats | Network-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.
- 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
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_statslist_groupsget_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
More in Communication
MCP server · builderio
More in Communicationpalisade
MCP server · palisadeemail
More in Communicationagent-native-brain
MCP server · builderio
More in Communicationqr-generator
MCP server · modelcontextprotocol
More in Communicationshipmail-mcp
MCP server · shipmail-to
More in Communicationagentphone
MCP server · agentphone-ai
More in Communication