MCP Framework FAQs

Question 1

What is the MCP Framework?

Accepted Answer

The MCP Framework is a middleware system that connects Large Language Models (LLMs) with various tools through an OpenAI-compatible API. It simplifies the process of building AI assistants with enhanced capabilities.

Question 2

What LLM service providers does MCP Framework support?

Accepted Answer

MCP Framework supports multiple LLM service providers including OpenAI, Anthropic, Ollama, LM Studio, and Qwen, offering flexibility in choosing your preferred LLM.

Question 3

Does MCP Framework support interactive tool calling?

Accepted Answer

Yes, MCP Framework supports interactive tool calling, enabling multi-turn interactions between the LLM and tools to achieve complex tasks, where the LLM can leverage the result of one tool to decide on the next action.

Question 4

Is MCP Framework compatible with OpenAI?

Accepted Answer

Yes! MCP Framework offers an API fully compatible with the OpenAI Chat Completion API, allowing you to seamlessly integrate with existing OpenAI workflows.

Question 5

How are tools integrated into the MCP Framework?

Accepted Answer

MCP Framework uses a pluggable tool integration architecture. This modular design allows easy integration of various tools (like file systems, time services, and databases) to extend LLM capabilities.

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