
MCP Server Demo
A demonstration server that provides tools for analyzing project structures and automatically generating comprehensive README files.
README
MCP Server Demo
A demonstration MCP (Model Context Protocol) server that provides tools for project analysis and README generation.
Features
- Project Structure Analysis: Scan and analyze project directories
- File Reading: Read contents of specific files
- README Generation: Automatically generate comprehensive README files
- Project Information: Get detailed project insights and statistics
Installation
- Clone the repository
- Install dependencies (if any):
pip install -r requirements.txt
Usage
Run the MCP server:
python github_readme.py
The server provides the following tools:
scan_project(project_path)
- Analyze project structureread_file(file_path)
- Read file contentsgenerate_readme(project_path, project_name, description)
- Generate READMEsave_readme(project_path, readme_content)
- Save README to file
Project Structure
├── github_readme.py # Main MCP server implementation
├── pyproject.toml # Project configuration
└── uv.lock # Lock file
Requirements
- Python 3.13+
- MCP (Model Context Protocol) framework (Like Claude Desktop..)
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.