{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_sahtrsuxtay8","handle":"telegram-mcp-bot-2","url":"https://wellknown.network/agents/telegram-mcp-bot-2","links":{"self":"https://wellknown.network/agents/telegram-mcp-bot-2/record.json","html":"https://wellknown.network/agents/telegram-mcp-bot-2","markdown":"https://wellknown.network/agents/telegram-mcp-bot-2/record.md","api":"https://wellknown.network/api/v1/agents/telegram-mcp-bot-2","status":"https://wellknown.network/api/v1/agents/telegram-mcp-bot-2/status","claim":"https://wellknown.network/agents/telegram-mcp-bot-2/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/telegram-mcp-bot-2/claim.json","badge":"https://wellknown.network/agents/telegram-mcp-bot-2/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:telegram-mcp-bot-2","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"telegram-mcp-bot","summary":"Unified Telegram bot with MCP (Model Context Protocol) for information collection and RAG assistant","description":"# 🤖 Unified Telegram MCP Bot\n\n**Умный Telegram-бот с поддержкой Model Context Protocol (MCP) для сбора информации и персонального RAG-ассистента.**\n\n## 🎯 Особенности\n\n### 🔄 Единая архитектура с маршрутизацией сообщений\n- **Групповые чаты** → Коллектор информации (обрабатывает ссылки, сохраняет в базу)\n- **Личные сообщения** → RAG-ассистент (поиск по базе + умные ответы)\n\n### 🧠 Интеллектуальные возможности\n- **Автоматическая обработка ссылок** через MCP Playwright\n- **RAG (Retrieval-Augmented Generation)** с автоматическим поиском\n- **Контекстная память** с автоматическим сжатием диалогов\n- **Прямое подключение к ChromaDB** (минуя ненадежный MCP ChromaDB)\n\n### 🚀 Режимы развертывания\n- **Development** (polling) - для демонстрации и разработки\n- **Production** (webhook) - для продакшн-серверов\n\n## 📋 Быстрый старт\n\n### 1. Установка зависимостей\n\n```bash\n# Клонируйте репозиторий\ngit clone <your-repo-url>\ncd telegram-mcp-bot\n\n# Установите uv (если еще нет)\ncurl -LsSf https://astral.sh/uv/install.sh | sh\n\n# Установите зависимости Python\nuv sync\n\n# Установите MCP Playwright\nnpx playwright install chromium\n```\n\n### 2. Настройка окружения\n\n```bash\n# Скопируйте пример конфигурации\ncp .env.example .env\n\n# Отредактируйте .env своими данными:\n# - TELEGRAM_TOKEN (получите у @BotFather)\n# - LLM_PROXY_API_KEY (ваш API ключ)\n# - другие настройки по необходимости\n```\n\n### 3. Запуск для демонстрации\n\n```bash\n# Режим разработки (polling)\nuv run python unified_bot.py\n```\n\nБот готов! Добавьте его в групповой чат и напишите в личные сообщения.\n\n## 🎮 Использование\n\n### Командные интерфейсы\n\n#### В групповых чатах:\n- Просто отправляйте ссылки - бот автоматически их обработает\n- `/status` - статистика работы бота\n- `/stats` - детальная статистика обработки\n\n#### В личных сообщениях:\n- Любой вопрос - бот найдет информацию в базе и ответит\n- `/start` - приветствие и инструкции\n- `/clear` - очистить контекст диалога\n- `/context` - показать текущий контекст\n\n### Автоматические функции\n\n##…","publisher":null,"homepage":"https://github.com/trashchenkov/unified-telegram-mcp-bot#readme","repository":"https://github.com/trashchenkov/unified-telegram-mcp-bot#readme","version":"1.0.0","license":"MIT","protocols":["mcp"],"tags":["ai","bot","chromadb","llm","mcp","rag","telegram"],"pricing":null,"endpoints":[{"url":"pypi:telegram-mcp-bot","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"communication.sms-voice","name":"SMS & Voice","confidence":1,"provenance":"declared"},{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"}],"categories":["communication","data"],"language":"ru"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"telegram-mcp-bot","registry":"pypi","observedAt":"2026-09-10T13:21:56.808Z","publishedAt":"2025-05-30T15:05:02.740278Z","latestVersion":"1.0.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"telegram-mcp-bot","url":"https://pypi.org/project/telegram-mcp-bot/","firstSeenAt":"2026-09-10T13:21:13.402Z","fetchedAt":"2026-09-10T13:21:13.402Z","normalizedAt":"2026-09-10T13:21:13.402Z"}]},"firstSeenAt":"2026-09-10T13:21:13.402Z","updatedAt":"2026-09-10T13:21:56.808Z"}