SkillFoxx

Just-Magic MCP Server

An MCP server for the Just-Magic.org platform: query clustering, LSI text analysis and Wordstat frequency in one session

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MCP server

Extended access

Why this level

  • Every clustering or LSI-analysis task spends money from the Just-Magic balance with no built-in cap
  • Call just_ask first so the agent doesn't spend the balance on an expensive task without confirmation
All reasons and checks
Russian stack

zenman42/just-magic-mcpAuthor:Zenman42

Install

Manual install

cd ~/code/just-magic-mcp && python3 -m venv venv && ./venv/bin/pip install "mcp>=1.0.0,<2" "httpx>=0.27.0"

Install from the README: unpack the repo and install dependencies into a venv, then point Claude Desktop's config at that python and server.py.

Access and checks

How we review

Extended accessThe tool runs code or makes network calls and only reads external data.

  • Every clustering or LSI-analysis task spends money from the Just-Magic balance with no built-in cap
  • Call just_ask first so the agent doesn't spend the balance on an expensive task without confirmation

This is third-party code. Review the repository files before installing.

What it does

The server wraps the Just-Magic.org API and gives an agent tools in four groups: account and tasks (balance, task list, task result), clustering and analysis (query clustering by Yandex/Google tops, on-page text optimization analysis, thematic classification), LSI and text (topical-relevance analysis and LSI word list generation) and frequency (Wordstat frequencies and suggestions, a suggestion-scraper with iterations). Just-Magic works asynchronously: the server creates a task, returns a tid, and the agent polls the status until it's done. Every tool supports just_ask: true to price a task before running it.

Who it is for. For SEO specialists with a paid Just-Magic tariff who want to cluster a keyword core and collect LSI words directly from an agent.

Good fit when

  • You need to cluster a query list by Yandex or Google tops
  • You need an LSI word list for writing a text on a given topic
  • You need a text-optimization analysis of an already published page

Not a fit when

  • You have no paid Just-Magic.org tariff at the "Etsilopp" level or above
  • You want a simple synchronous answer, not a 30+ second wait for an async task

Example request

How much would clustering 1000 queries cost, and if it's cheap, run it for Moscow

MCP

Transport
stdio
Authentication
API key

Environment variables

JUSTMAGIC_API_KEY required, secret
API key from the Just-Magic.org dashboard.
JUSTMAGIC_DB_PATH
Path to a local SQLite database for results, defaults to ~/justmagic_results.db.

Limitations

You need a Just-Magic.org account with a paid tariff and an API key; every task spends money from the balance (the server passes this through but does not cap amounts). It requires the mcp library version 1.x: with mcp 2.0 the server will not start, as the README explicitly warns. There are no tests or CI in the repository.

How to disable. Remove the just-magic block from your Claude Desktop or Hermes config, and revoke the API key in the Just-Magic dashboard if needed.

FAQ

Can I see the task cost in advance?

Yes, every tool accepts just_ask: true, which prices the task without running it.

How often should I poll a task's status?

The README recommends at least 30 seconds; tasks run asynchronously.

Discussion

No questions or reviews yet.

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README in short

The Russian README lists all tools by section, gives a step-by-step venv and pip install, setup for Claude Desktop and the Hermes agent with a separate .env, example tasks, and a table of Yandex region codes.

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