Varta
БесплатноНе проверенSpam classification MCP server for AI agents that classifies messages as SPAM, SUSPICIOUS, or SAFE based on real Telegram moderation data and multi-layer detect
Описание
Spam classification MCP server for AI agents that classifies messages as SPAM, SUSPICIOUS, or SAFE based on real Telegram moderation data and multi-layer detection.
README
Spam classification MCP server for AI agents — built from real Telegram moderation data.
Live at: https://mcp.getvarta.com/sse
Get a free API key: https://isitaspam.com/developers
Tools
| Tool | Description |
|---|---|
check_spam_text |
Classify a message as SPAM / SUSPICIOUS / SAFE. Returns verdict, confidence (0–1), category, risk signals, red flags, and plain-language recommendation. |
get_spam_stats |
Daily spam classification statistics from isitaspam.com. |
get_spam_examples |
Five most recent public spam catches with links to full analysis. |
Add to Claude Code
claude mcp add varta \
--transport sse \
https://mcp.getvarta.com/sse \
--header "Authorization: Bearer varta_YOUR_KEY"
Get a free key (50 checks/day) at https://isitaspam.com/developers — instant, no credit card.
Example
curl -s -X POST https://mcp.getvarta.com/messages \
-H "Content-Type: application/json" \
-H "Authorization: Bearer varta_YOUR_KEY" \
-d '{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "check_spam_text",
"arguments": {
"text": "Earn $5000/week from home! Click: bit.ly/abc123"
}
}
}'
Response:
**Verdict: SPAM** (97% confidence)
**Category:** financial scam
**Why flagged:**
- Unrealistic income claim ($5000/week)
- Shortened URL hides real destination
**Recommended action:** Delete message and ban sender.
**Source:** isitaspam.com/check/financial_scam-earn-5000-week-a1b2c3d4
How it works
The classifier runs 7-layer detection:
- Fast pre-classifier (keyword + pattern signals)
- Multi-LLM consensus (GPT + Claude + Gemini) for ambiguous cases
- Vector similarity against 1,100+ verified scam patterns
- URL safety check (Google Safe Browsing + PhishTank)
- Crypto scam signal detection
- Language detection (33 languages)
- Stylometric analysis (urgency density, caps ratio, mixed-script patterns)
Data comes from 51 live Telegram groups protecting 29,000+ members via Varta — a Telegram anti-spam SaaS.
Endpoints
| Endpoint | Transport |
|---|---|
GET https://mcp.getvarta.com/sse |
SSE (Claude Code --transport sse) |
POST https://mcp.getvarta.com/mcp |
HTTP (--transport http) |
GET https://mcp.getvarta.com/ |
Info / health check |
Auth
Pass your API key as a Bearer token:
Authorization: Bearer varta_YOUR_KEY
Free tier: 50 checks/day
Paid tiers: 2,000/day ($19/mo) · 10,000/day ($49/mo) — see https://isitaspam.com/developers#pricing
Rate limits & errors
Rate limiting is applied by isitaspam.com. On 429, the error body includes reset_at and upgrade_url.
| Code | Meaning |
|---|---|
invalid_api_key |
Bearer token not recognised |
rate_limit_exceeded |
Daily or burst limit hit |
text_too_long |
Message exceeds 5,000 chars |
REST API
If you prefer REST over MCP, the same keys work on isitaspam.com/api/check via X-API-Key header. Full OpenAPI 3.1 spec: https://isitaspam.com/openapi.yaml
License
MIT
Установка Varta
У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.
▸ github.com/DarynaFor/mcp-vartaFAQ
Varta MCP бесплатный?
Да, Varta MCP бесплатный — установка в пару кликов через Unyly без оплаты.
Нужен ли API-ключ для Varta?
Нет, Varta работает без API-ключей и переменных окружения.
Varta — hosted или self-hosted?
Доступен hosted-вариант: Unyly запускает сервер в облаке, локальная установка не обязательна.
Как установить Varta в Claude Desktop, Claude Code или Cursor?
Открой Varta на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.
Похожие MCP
Gmail
Read, send and search emails from Claude
автор: GoogleSlack
Send, search and summarize Slack messages
автор: SlackRunbear
No-code MCP client for team chat platforms, such as Slack, Microsoft Teams, and Discord.
Discord Server
A community discord server dedicated to MCP by [Frank Fiegel](https://github.com/punkpeye)
Compare Varta with
Не уверен что выбрать?
Найди свой стек за 60 секунд
Автор?
Embed-бейдж для README
Похожее
Все в категории communication
