{"name":"com.limzo/telegram-group-stats","slug":"limzo-telegram-group-stats","title":"Limzo Telegram Group Stats","description":"Read-only stats for public Telegram groups tracked by Limzo, the anti-spam bot. No API key.","url":"https://mcp.market/server/limzo-telegram-group-stats","rating":null,"grade":"A","score":90,"certified":false,"status":"active","category":"other","tags":[],"presence":{"score":32,"stars":0,"forks":0,"downloads_week":69,"last_push_at":"2026-09-18T16:10:10.000Z","license":"MIT"},"uptime":{"percent":100,"checks":1,"ok":1,"last_checked_at":"2026-09-19T15:50:56.166Z","last_ok_at":"2026-09-19T15:50:56.166Z","latency_ms":838},"claimed":false,"transport":"mixed","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/LimzoCom/limzo-mcp","website":"https://limzo.com/docs/","version":"1.3.1","remotes":[{"type":"streamable-http","url":"https://limzo.com/api/public/mcp"}],"packages":[{"registryType":"npm","identifier":"limzo-mcp","version":"1.3.1","transport":{"type":"stdio"}}],"tools":[{"name":"get_global_stats","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"additionalProperties":false}},{"name":"get_group_stats","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"slug":{"type":"string","description":"The group's public slug — the last part of its limzo.com/s/<slug> URL."},"range":{"type":"string","enum":["7d","30d","all"],"description":"Stats window. Defaults to 7d. 30d/all require the group's paid plan; free groups silently fall back to 7d."}},"required":["slug"],"additionalProperties":false}},{"name":"list_groups","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"query":{"type":"string","description":"Keyword matched case-insensitively against group title, username, slug, and description. Omit to list the top groups by Limzo Score."},"lang":{"type":"string","description":"ISO 639-1 language code (e.g. \"fa\", \"es\", \"en\"). Keeps only groups where that language is a meaningful share of the group."},"limit":{"type":"integer","minimum":1,"maximum":50,"description":"Maximum groups to return. Defaults to 20, capped at 50."}},"additionalProperties":false}}],"scan":{"score":90,"grade":"A","scanned_at":"2026-09-19T09:53:34.867Z","report":{"scannerVersion":"0.1.3","scannedAt":"2026-09-19T09:53:34.831Z","components":{"code":{"score":25,"max":25,"notes":["2 source files scanned"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 1977ms"]},"poisoning":{"score":15,"max":15,"notes":["3 tool descriptions checked"]},"auth":{"score":10,"max":15,"notes":["open endpoint, read-only tools"]},"maintenance":{"score":15,"max":15,"notes":["last push 1 days ago"]},"identity":{"score":5,"max":10,"notes":["namespace and repository owner differ","website matches verified namespace"]}},"findings":[],"inputs":{"probes":[{"url":"https://limzo.com/api/public/mcp","reachable":true,"authRequired":false,"latencyMs":1977,"serverInfo":{"name":"limzo-mcp","version":"1.3.0"}}],"packages":[{"registryType":"npm","identifier":"limzo-mcp","version":"1.3.1","found":true,"license":"MIT","hasInstallScripts":false,"dependencyCount":1,"publishedAt":"2026-09-18T11:53:26.063Z","repositoryUrl":"git+https://github.com/LimzoCom/limzo-mcp.git","weeklyDownloads":69}],"repo":{"found":true,"owner":"LimzoCom","repo":"limzo-mcp","archived":false,"pushedAt":"2026-09-18T16:10:10Z","stars":0,"forks":0,"openIssues":0,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/306201184?v=4","ownerCreatedAt":"2026-07-17T12:23:11Z","license":"MIT"},"icon":{"url":"https://limzo.com/favicon.ico","source":"site","width":64,"height":64},"presence":{"stars":0,"forks":0,"downloadsWeek":69,"license":"MIT","lastPushAt":"2026-09-18T16:10:10.000Z","score":32}}}},"grade_history":[],"reviews":[]}