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RagMCP

A local command-based assistant that enables users to control system tools, play YouTube music, and search various websites using Playwright automation. It supports tasks ranging from media playback and browser navigation to file system operations and system power management.

Updated
Jan 24, 2026

✅ RagMCP Project Manual (Developer Guide)


🔥 1. Project Overview

RagMCP is a local command-based assistant that:

✅ Opens websites ✅ Plays YouTube songs using Playwright ✅ Controls system tools (create folder, set wallpaper, shutdown PC) ✅ Searches websites like FitGirl, Pinterest, etc.

It works using a server (ragmcp) that listens to JSON commands and performs actions.


📥 2. Download the Project

Option 1: Clone GitHub Repo

git clone https://github.com/yourusername/RagMCP.git
cd RagMCP

Option 2: Download Zip

  1. Click Download Zip
  2. Extract to D:\MINI PROJECTS\RAGMCP

🧰 3. Setup Python Environment

3.1 Create Virtual Environment

python -m venv .venv

3.2 Activate Virtual Environment

Windows PowerShell

.\.venv\Scripts\Activate

📦 4. Install Required Packages

Run:

pip install -r requirements.txt

If requirements.txt not exist, install manually:

pip install playwright pyautogui
pip install psutil

⚠️ Playwright Browser Setup

playwright install

🚀 5. Run the Server

Start RagMCP Server

ragmcp

If command not found:

python -m ragmcp

🧩 6. How to Use RagMCP (JSON Commands)

Example format:

{"id": 1, "method": "METHOD_NAME", "params": {"param": "value"}}

🎯 7. YouTube Tool Commands

Case 1: Play Specific Song

{"id": 1, "method": "play_youtube_direct", "params": {"query": "Naa Ready song"}}

Case 2: Play Trending Music

{"id": 1, "method": "play_trending_music", "params": {}}

Case 3: Play Favourite Song

{"id": 1, "method": "play_youtube_from_favourites", "params": {"favourite": "A.R. Rahman"}}

Mood Based Music

{"id": 1, "method": "play_youtube_mood", "params": {"mood": "happy"}}

🌐 8. Web Tools Commands

Open any website

{"id": 1, "method": "open_website", "params": {"site": "google"}}

Search on Google

{"id": 1, "method": "search_google", "params": {"query": "Thalapathy aesthetic"}}

Search on FitGirl

{"id": 1, "method": "search_fitgirl", "params": {"query": "Batman Arkham City"}}

Search on Pinterest

{"id": 1, "method": "search_pinterest", "params": {"query": "Thalapathy aesthetics"}}

🖥️ 9. System Tools Commands

Create Folder

{"id": 1, "method": "create_folder", "params": {"path": "C:\\Users\\User\\Desktop\\afrah"}}

Set Wallpaper

{"id": 1, "method": "set_wallpaper", "params": {"path": "D:\\wallpapers\\image.jpg"}}

Shutdown PC

{"id": 1, "method": "shutdown_pc", "params": {}}

🧠 10. Important Notes

✔️ Always run ragmcp server first ✔️ Use Chrome-based browsers for best stability ✔️ Playwright opens browser automatically and waits until user closes it ✔️ Do not change logic without understanding it


🏁 Project Finalization

Once you run all tools and verify functionality:

✅ Save project ✅ Commit to GitHub ✅ Share with developer


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