Command Palette

Search for a command to run...

UnylyUnyly
Весь каталог

Varta

БесплатноНе проверен

Spam classification MCP server for AI agents that classifies messages as SPAM, SUSPICIOUS, or SAFE based on real Telegram moderation data and multi-layer detect

GitHubEmbed

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:

  1. Fast pre-classifier (keyword + pattern signals)
  2. Multi-LLM consensus (GPT + Claude + Gemini) for ambiguous cases
  3. Vector similarity against 1,100+ verified scam patterns
  4. URL safety check (Google Safe Browsing + PhishTank)
  5. Crypto scam signal detection
  6. Language detection (33 languages)
  7. 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

from github.com/DarynaFor/mcp-varta

Установка Varta

У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.

▸ github.com/DarynaFor/mcp-varta

FAQ

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

Compare Varta with

Не уверен что выбрать?

Найди свой стек за 60 секунд

Автор?

Embed-бейдж для README

Похожее

Все в категории communication