mcp_servers_demo
This repository contains a demo of a Model Context Protocol (MCP) server with basic implementations and orchestration.
The MCP Servers Demo project provides a foundational setup for implementing and orchestrating Model Context Protocol servers. It includes basic Python modules for handling MCP requests and integrating with Language Model Models (LLM). The project is structured to support both local development and containerized deployment using Docker. The repository is designed to be a starting point for developers looking to explore MCP server functionalities and includes configuration files for Docker and OpenAPI to facilitate easy deployment and API management.
Features
- Basic Python modules for MCP request handling and LLM integration.
- Containerized MCP server example with Docker configuration.
- OpenAPI configuration for API management and documentation.
- Support for local development and testing.
- Environment variable configuration for flexible deployment.
Usage with Different Platforms
local_development
powershell
git clone https://github.com/improbabil3/mcp_servers_demo.git ; cd mcp_servers_demo
pip install -r mcp_docker/requirements.txt
python mcp_docker/main.py
docker_deployment
powershell
docker compose -f mcp_docker/docker-compose.yml up --build
Related MCP Servers
View all developer_tools servers →Sequential Thinking
by modelcontextprotocol
An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.
git-mcp
by idosal
GitMCP is a free, open-source, remote Model Context Protocol (MCP) server that transforms GitHub projects into documentation hubs, enabling AI tools to access up-to-date documentation and code.
Everything MCP Server
by modelcontextprotocol
The Everything MCP Server is a comprehensive test server designed to demonstrate the full capabilities of the Model Context Protocol (MCP). It is not intended for production use but serves as a valuable tool for developers building MCP clients.
context7
by upstash
Context7 MCP provides up-to-date, version-specific documentation and code examples directly into your prompt, enhancing the capabilities of LLMs by ensuring they use the latest information.
exa-mcp-server
by exa-labs
A Model Context Protocol (MCP) server allows AI assistants to use the Exa AI Search API for real-time web searches in a secure manner.
repomix
by yamadashy
Repomix is a tool that packs your codebase into AI-friendly formats, making it easier to use with AI tools like LLMs.
mcpdoc
by langchain-ai
MCP LLMS-TXT Documentation Server provides a structured way to manage and retrieve LLM documentation using the Model Context Protocol.