MailLeads AI — Universal Email → AI → Telegram Engine

Turns any email lead campaign into a stream of ready, AI-scored cards in Telegram — with a reply draft vetted by a second AI.

Problem

You receive dozens of emails with new inquiries/leads, you manually read each one, assess whether to reply, and spend hours crafting responses. Some leads get lost in the flood of emails.

Solution

The engine reads your email, filters out the noise, scores every lead across 5 metrics, drafts a personalized reply, has it reviewed by a second AI, and sends you a ready-made card in Telegram with action buttons. All you do is open the link, copy the draft, and hit send — seconds instead of hours.

More details

What you get

• Complete source code of the engine (Python 3.11+), 20+ files
• main.py with email / bot / run / loop / test modes
• src/sources — universal IMAP collector and email parser
• src/ai — Analyzer, Generator, Reviewer, LLM client (OpenAI/DeepSeek/Groq)
• src/db/store.py — database with history, statistics, and queue
• src/bot — Telegram bot with cards and management commands
• diag_test_imap.py — email diagnostics (read-only)
• scripts/healthcheck.sh — service health check
• tests/ — unit tests and E2E test
• .env.example — template for all settings
• README.md and REPORT.md — full documentation and workflow

Installation guide

Requirements

Options and pricing

Choose the level that suits you:

• Basic — $59 · Полный исходный код движка + документация. Разворачиваете сами.
• Standard — $79 · Исходник + подробный гайд по внедрению под ваш источник и AI-провайдер.
• Extended — $108 · Исходник + персональная настройка под вас: подключение ящика, точная настройка парсера под формат ваших писем, тюнинг промптов, запуск на вашем сервере.

Frequently asked questions

See also