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The MCP Server project is a robust implementation of the Multi-Agent Conversation Protocol, specifically tailored for the OpenAPI specification available at the given URL. It is designed to facilitate seamless communication between multiple agents in a conversation protocol environment. The server is built using Python 3.9+ and leverages modern development tools such as ruff for linting, mypy for static type checking, and pytest for testing. The server supports various transport modes, including stdio, sse, and streamable-http, making it versatile for different use cases. Configuration is flexible, allowing for environment variables to dictate settings such as configuration paths and security parameters. The project also integrates pre-commit hooks to ensure code quality and consistency before changes are committed. Additionally, it uses Hatch for building and publishing, streamlining the deployment process.