MCP_4ester
MCP_4ester is a developer-oriented tool built with Python that streamlines code generation and translation. It is particularly useful for constructing complex data processing and automation workflows. The tool offers an easy-to-use interface that supports developers in advancing their projects quickly.
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Model Context Protocol (MCP) Framework
A flexible and extensible framework for integrating Large Language Models (LLMs) with various tools and services. This framework provides a structured approach to managing context, enforcing policies, and handling interactions between LLMs and external tools.
🌟 Features
Model Integration
- Support for multiple LLM providers (OpenAI, Ollama)
- Abstract base class for easy addition of new model providers
- Async/await pattern for efficient request handling
- Configurable model parameters (temperature, max tokens)
Context Management
- Three-layer context system:
- System: Core rules and constraints
- Developer: Tool integrations and middleware
- User: Input and conversation history
- Clean separation of concerns
- Flexible prompt building and formatting
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