Vibe Model Context Protocol Server (VMCPS)
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Vibe Model Context Protocol Server (VMCPS)analyze /home/user/project for dependencies and structure"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Vibe Model Context Protocol Server (VMCPS)
A Python-based server for managing and analyzing code context for AI-assisted development.

Features
Real-time code analysis and context generation
Automatic file change detection
Secure authentication and authorization
RESTful API for context management
Project structure analysis
Dependency tracking
Cross-platform support (Windows, Linux, macOS)
Related MCP server: MCP Python Toolbox
API Endpoints
POST /token- Get authentication tokenPOST /analyze- Analyze a projectGET /context- Get context for a file or projectGET /dependencies- Get project dependenciesGET /structure- Get project structure
Security
JWT-based authentication
Password hashing with bcrypt
CORS protection
Environment-based configuration
Installation
Clone the repository:
git clone https://github.com/non-npc/Vibe-Model-Context-Protocol-Server.git
cd mcpsCreate a virtual environment:
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activateInstall dependencies:
pip install -r requirements.txtConfigure environment variables:
Copy
.env.exampleto.envUpdate the values in
.envas needed
Example API Usage (curl commands)
Start the server:
python -m mcps.mainGet token:
curl -X POST "http://localhost:8000/token" -H "Content-Type: application/x-www-form-urlencoded" -d "username=admin&password=admin"Analyze project (replace with actual token):
curl -X POST "http://localhost:8000/analyze" -H "Authorization: Bearer <token>" -H "Content-Type: application/json" -d '{"project_path": "/path/to/your/project"}'Get context:
curl -X GET "http://localhost:8000/context" -H "Authorization: Bearer <token>"Access the API:
The server will be running at
http://localhost:8000API documentation is available at
http://localhost:8000/docs
Development
Install development dependencies:
pip install -r requirements-dev.txtRun tests:
pytestContributing
Fork the repository
Create a feature branch
Commit your changes
Push to the branch
Create a Pull Request
License
This server cannot be installed
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
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