Telegram bot for spaced repetition of professional terms + MCP server to save terms straight from LLM conversations
View on GitHub ↗Homepage ↗Terms keep coming back until you remember them.
A minimal Telegram bot for spaced repetition of professional terminology — plus an MCP server, so you can save terms into your dictionary right from a conversation with an LLM (Claude Code, Claude Desktop, or anything else that speaks MCP).
Docs: gyxer513.github.io/termloop · Документация на русском
The problem is rarely a lack of engineering understanding — it's that professional vocabulary lags behind the concepts you already use in practice. You know that "reprocessing must not change the result"; TermLoop makes sure the word idempotency comes back to you until the link sticks.
No AI grading, no token spend: you judge yourself with two buttons, the priority math is deterministic.
- Personal card dictionaries (term — definition, optional topic) - Priority rotation: new and forgotten cards come back more often (100 → decrements of 1/10/25/50 per recall streak; "forgot" resets to 100) - Self-assessment flow: show term → recall → reveal definition → Remember / Forgot - Manual reviews (/go [topic]) and a shared notification schedule - MCP server (streamable HTTP) with addterm / listterms / listtermstopics — write terms from any LLM chat - Sturdy by design: state machine with single-use review tokens and TTL, idempotent callbacks, row-level ownership in every query, rate limiting, optional Telegram ID allowlist - Boring ops: single process, long polling (no public endpoint), SQLite WAL, Alembic migrations, Docker Compose
From the project README.
Add the radar badge to your README — it shows your project was picked up by MCP Radar and links to this page:
[](https://mcp.liqiwa.com/s/Gyxer513--termloop.html)
Connect any AI agent to your personal Telegram via the official Business API — no userbot, no ban risk, no Premium. Agent reads & searches full history, drafts replies; every reply waits for your ✅. M
Vladimir-Human/ru-marketplace-mcpДевять российских маркетплейсов и китайский Taobao как MCP-серверы: Wildberries, Ozon, Яндекс Маркет, Детский мир, Авито, Мегамаркет, Lamoda, DNS, Ситилинк. Плюс сравнение цен по всем сразу. Только чт
aka-kika/hig-mcpMCP server serving Apple Human Interface Guidelines as structured design tokens for AI coding agents — post-WWDC25 system colors, Liquid Glass constraints, SwiftUI mappings.
korovin-aa97/talkthrough-mcpMCP server: turn narrated screen recordings into agent-ready data — local Whisper transcript, scene keyframes, OCR, wall-clock anchoring. Record your screen, talk — your AI agent files the bugs.
chris-asmussen/wardenOne MCP server that fronts many MCP servers + Skills behind a small tool set and routes to the best one, keeping an agent's context tiny. Migrate your Claude Code MCPs/skills behind it.
KernelLord/pickysteveSkill router and context picker for Claude Code, Cursor, and Aider. Auto-picks the right skill for every prompt, with prompt-injection filtering for MCP.
The top new MCP servers of the week, every Monday. No spam, unsubscribe anytime.