Frequently Asked Questions (FAQ) about MCP Base

Q: What is MCP (Model Context Protocol)? A: MCP is an open protocol that standardizes how applications provide context to Large Language Models (LLMs), enabling them to access and interact with external data sources and tools.

Q: What is MCP Base? A: MCP Base is a generic implementation of the Model Context Protocol (MCP). It provides a standardized way to create MCP servers and clients that can be used to integrate LLMs into your applications.

Q: What are the key features of MCP Base? A: Key features include a standardized MCP server, a generic MCP client, Ollama integration, Supabase integration, modular design, and sample templates.

Q: What is Ollama and how does it integrate with MCP Base? A: Ollama is a framework to run local LLMs. MCP Base has built-in services for generating embeddings and text using Ollama, which allows using local LLMs without relying on external APIs.

Q: What is Supabase and how does it integrate with MCP Base? A: Supabase is an open-source alternative to Firebase. MCP Base has built-in support for Supabase vector database, for storing and retrieving contextual information efficiently.

Q: What are some use cases for MCP Base? A: Use cases include AI-powered customer support, intelligent knowledge management, automated content creation, data-driven decision making, and personalized learning experiences.

Q: How do I get started with MCP Base? A: You need Node.js, npm/pnpm, Ollama and a Supabase account. Set up environment variables in a .env file, initialize the server and use the client to interact with LLMs as described in the documentation.

Q: Can I extend MCP Base with custom tools and resources? A: Yes, the modular design allows you to extend the framework with custom resources, tools and prompts, tailoring the framework to your specific needs.

Q: What is UBOS and how does it relate to MCP Base? A: UBOS is a full-stack AI Agent Development Platform that can be used with MCP Base to orchestrate AI Agents, connect them with enterprise data, and build custom AI Agents and Multi-Agent Systems.

Q: Where can I find the documentation for MCP Base? A: The MCP Base comes with comprehensive documentation, including detailed explanations of the framework’s architecture, API, and usage in the UBOS Asset Marketplace.