{"domain":"limzo.com","name":"Limzo","url":"https://inite.ai/en/atlas/limzo.com","site":"https://limzo.com","summary":"Telegram bot that tracks member activity into levels, badges and leaderboards while deleting spam and bot joins.","forWhom":"Telegram group admins and their communities who want activity stats, anti-spam and member games","useCases":["Track message and member activity in a Telegram group","Remove spam and fake accounts with captcha checks","Run giveaways with winners picked from group activity"],"categories":[],"pricing":{"model":null,"freeTier":false,"startsAt":null,"page":"https://limzo.com/#pricing","readOn":"2026-10-19"},"priceMoves":[],"interfaces":{"readOn":"2026-10-19","apiDocs":"https://limzo.com/docs","openapi":null,"mcp":[{"name":"com.limzo/telegram-group-stats","tie":"namespace","registered":true,"remotes":["https://limzo.com/api/public/mcp"],"packages":["npm"],"probe":{"state":"open","checkedOn":"2026-10-19","toolCount":3,"tools":["get_group_stats","list_groups","get_global_stats"],"serverName":"limzo-mcp"}}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://limzo.com/api/public/mcp","checkedSince":"2026-10-19","dailyChecks":17,"uptimePercent":100,"medianMs":572,"signIn":"none","clientRegistration":null,"tools":3,"contextTokens":847,"definitionsGrade":"A","definitionsScore":100,"typedResults":3,"failingChecks":{},"warnings":{},"coverage":{"share":0,"cases":[{"useCase":"Track message and member activity in a Telegram group","verdict":"not_covered","firstTool":null,"checks":["Each member's recorded activity reflects their messages in the group.","Members rise through levels as their activity grows.","The leaderboard ranks members by their tracked activity."]},{"useCase":"Remove spam and fake accounts with captcha checks","verdict":"not_covered","firstTool":null,"checks":["Messages identified as spam are removed from the group.","Accounts that fail the captcha check are kept out.","Members who pass the check remain in the group."]},{"useCase":"Run giveaways with winners picked from group activity","verdict":"not_covered","firstTool":null,"checks":["The winners are drawn from members with group activity.","The winners are announced to the group.","Each winner met the activity condition set for the giveaway."]}]},"adoption":{"npmWeekly":88,"pypiWeekly":null,"githubStars":0},"score":{"value":69,"parts":{"reliability":100,"coverage":0,"definitions":100,"context":100,"adoption":39,"connect":100},"penalties":[]},"advice":{"verdict":"skip","why":["its tools do none of the product's use cases checked: \"Track message and member activity in a Telegram group\", \"Remove spam and fake accounts with captcha checks\", \"Run giveaways with winners picked from group activity\""],"how":[]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","apiDocs","llmsTxt"],"mcp":[{"name":"com.limzo/telegram-group-stats","url":"https://limzo.com/api/public/mcp","answers":"open","checkedOn":"2026-10-19","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=com.limzo%2Ftelegram-group-stats","config":{"mcpServers":{"limzo":{"url":"https://limzo.com/api/public/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http limzo https://limzo.com/api/public/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=limzo&config=eyJ1cmwiOiJodHRwczovL2xpbXpvLmNvbS9hcGkvcHVibGljL21jcCJ9","vscode":"vscode:mcp/install?%7B%22name%22%3A%22limzo%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Flimzo.com%2Fapi%2Fpublic%2Fmcp%22%7D","connector":{"url":"https://limzo.com/api/public/mcp","note":"Add it as a custom connector in the client’s settings; the client opens the sign-in itself when the server asks for one."}}}],"openapi":null,"apiDocs":"https://limzo.com/docs","llmsTxt":"https://limzo.com/llms.txt","status":null,"readOn":"2026-10-19"},"trust":{"readOn":"2026-10-19","certifications":[],"training":null},"used":0,"alive":100,"traits":{"buyer":null,"deployment":"saas-only","developerFocus":false,"readAt":"2026-10-19"},"verifiedPlans":null,"fromVendor":null}