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LearnOneTech MCP

LearnOneTech MCP

by arifaidev
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LearnOneTech MCP

An MCP server and Cursor plugin for LearnOneTech. It lets Cursor and other MCP-compatible clients search and retrieve the site's public technology, Android, mobile, FRP, apps, and troubleshooting content through the WordPress REST API.

Features

  • Search LearnOneTech articles by keyword

  • Browse recent articles

  • Retrieve an article by WordPress ID or slug

  • List article categories

  • Search public posts and pages

  • Return basic site information

  • Includes a dedicated learnonetech-research Cursor skill

  • No API key required for public content

  • Uses MCP over stdio

Related MCP server: wp-mcp

MCP tools

Tool

Purpose

site_info

LearnOneTech site and API information

search_articles

Search articles by keyword

list_articles

Browse recent articles

get_article

Read an article by ID or slug

list_categories

List public article categories

search_site

Search public posts and pages

Cursor Skill

The repository includes learnonetech-research, a Cursor skill that teaches the agent when and how to use the LearnOneTech MCP tools. It helps Cursor discover relevant articles, retrieve full content when necessary, preserve canonical source URLs, and distinguish retrieved LearnOneTech information from general knowledge.

Skill location:

.cursor-plugin/skills/learnonetech-research/SKILL.md

Cursor installation

Install this repository as an MCP server in Cursor with:

{
  "mcpServers": {
    "learnonetech": {
      "command": "npx",
      "args": ["-y", "github:arifaidev/learnonetech-mcp"]
    }
  }
}

The repository also includes .cursor-plugin/plugin.json, mcp.json, and cursor-directory.json for Cursor ecosystem discovery.

Example prompts

  • Search LearnOneTech for Samsung FRP articles.

  • Find the latest Android troubleshooting articles on LearnOneTech.

  • Find LearnOneTech guides for a Samsung Galaxy model.

  • Read a LearnOneTech article by slug.

  • List LearnOneTech categories related to Android.

  • Search LearnOneTech pages for a troubleshooting topic.

Data source

The server reads publicly available content from:

https://learnonetech.com/wp-json/wp/v2

The MCP is a retrieval layer. It does not authenticate users, unlock devices, or bypass security controls itself.

Local development

Requirements: Node.js 18+

npm install
npm start

Responsible use

Use device-recovery and FRP-related information only for devices you own or are authorized to service. Follow applicable laws and LearnOneTech's responsible-use guidance.

License

MIT

Available Tools

6 tools
get_articleA

Retrieve a LearnOneTech article by numeric WordPress post ID or exact slug. Returns cleaned readable text plus the canonical URL.

Inputs: id, slug.

list_articlesB

List recent LearnOneTech articles with pagination.

Inputs: page, per_page, category_id.

list_categoriesC

List LearnOneTech WordPress article categories.

Inputs: limit.

search_articlesB

Search LearnOneTech articles by keyword. Returns titles, excerpts, dates and URLs.

Inputs: query (required), limit.

search_siteA

Search LearnOneTech posts and pages using WordPress's public search endpoint.

Inputs: query (required), limit.

site_infoA

Get basic information about LearnOneTech and its public WordPress API.

Inputs: no named parameters.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.5/5.0

    Scored across 6 tools

    Disambiguation3/5

    Most tools are clearly distinct, but search_articles and search_site overlap significantly since search_site also searches posts (articles) in addition to pages. The descriptions help clarify the difference, but an agent could still be uncertain which search tool to use.

    Naming Consistency4/5

    Five tools follow a clear verb_noun pattern: search_articles, list_articles, get_article, list_categories, search_site. site_info breaks the pattern by using noun_noun instead of get_site_info or similar, creating a minor inconsistency.

    Tool Count5/5

    Six tools is a well-scoped count for a content retrieval server. Each tool covers a distinct aspect of browsing and searching the public WordPress API without unnecessary bloat.

    Completeness4/5

    The core read-only article workflow is well covered: listing, searching, retrieving, and browsing categories. The main gap is that search_site can return pages but there is no get_page tool to retrieve a page's content, which is a minor dead end.

    Maintenance

    ActivityStale
    ResponsivenessNo recent community issues

    Resources

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