MCP Servers

A centralized repository for Model Context Protocol (MCP) server implementations.

Overview

This repository serves as a container for various Model Context Protocol server implementations. The MCP (modelcontextprotocol.io) is a protocol for AI assistants to interact with tools, services, and data.

Included Servers

This repository includes the following MCP servers:

qdrant: Vector database for semantic memory storage
docker: Docker container operations
firecrawl: Firecrawl MCP server
searxng: SearXNG metasearch engine integration
repomix: Repository generator and customization
postgresql: PostgreSQL database integration
gmail: Gmail email management
installer: MCP server installation utilities
prompts: Prompt engineering and management
architect: Software architecture planning
docs-service: Documentation management
youtube-transcript: YouTube transcript extraction
github: GitHub API integration for repository management
git: Git operations for local repositories
brave-search: Integration with Brave Search engine
fetch: HTTP request capabilities
filesystem: Local filesystem operations
sequentialthinking: Step-by-step reasoning capabilities
time: Date and time utilities

Structure

mcp/
├── .git/
├── .gitignore                          # Configured for Python and TypeScript
├── README.md                           # This file
├── qdrant/                             # Qdrant MCP server submodule
├── docker/                             # Docker MCP server submodule
├── firecrawl/                          # Firecrawl MCP server submodule
├── searxng/                            # SearXNG metasearch engine submodule
├── repomix/                            # Repository generator submodule
├── postgresql/                         # PostgreSQL integration submodule
├── gmail/                              # Gmail integration submodule
├── installer/                          # MCP installer submodule
├── prompts/                            # Prompt engineering submodule
├── architect/                          # Architecture planning submodule
├── docs-service/                       # Documentation service submodule
├── youtube-transcript/                 # YouTube transcript submodule
├── github/                             # GitHub MCP server
├── git/                                # Git MCP server
├── brave-search/                       # Brave Search MCP server
├── fetch/                              # Fetch MCP server
├── filesystem/                         # Filesystem MCP server
├── sequentialthinking/                 # Sequential Thinking MCP server
└── time/                               # Time MCP server

Getting Started

Prerequisites

Git with submodule support
Python 3.8+ (for Python-based servers)
Node.js 16+ (for TypeScript-based servers)

Clone the Repository

# Clone the repository
git clone https://github.com/yourusername/mcp.git

# Initialize and update submodules
git submodule update --init --recursive

Development

Each MCP server maintains its own development setup. Please refer to the README of individual server directories for specific development instructions.

Contributing

Follow the development setup for the specific server you want to contribute to
Make your changes
Submit a pull request

License

Each MCP server maintains its own license. Please check individual server directories for license information.