Frequently Asked Questions (FAQ) about UBOS MCP Gateway for Voitta

Q: What is the UBOS MCP Gateway for Voitta? A: The UBOS MCP Gateway for Voitta is a bridge that allows AI models using the Model Context Protocol (MCP) to access and use the tools and capabilities within the Voitta library.

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

Q: What is Voitta? A: Voitta is a Python library that provides a collection of tools designed to enhance the capabilities of LLMs, including data retrieval, knowledge graph management, and text analysis.

Q: What are the key requirements to use the UBOS MCP Gateway for Voitta? A: You need Python 3.10 or higher and the dependencies listed in requirements.txt, including the Voitta library itself.

Q: How do I install the UBOS MCP Gateway for Voitta? A: Clone the repository, then run pip install -r requirements.txt to install the necessary dependencies.

Q: How do I configure the gateway? A: The server reads the Voitta configuration from a YAML file. By default, it looks for the file at /Users/gregory/g/projects/llm/roma/voitta-example/config/voitta.yaml, but you can specify a different path using the CONFIG_PATH environment variable.

Q: How do I run the server? A: You can run the server using python server.py. For HTTP mode (SSE transport), use FASTMCP_HTTP=1 PORT=10000 python server.py.

Q: What is MCP Inspector and how can I use it for testing? A: The MCP Inspector is a tool for testing and debugging MCP servers. You can start it with npx @modelcontextprotocol/inspector and then configure it to connect to the UBOS MCP Gateway using either STDIO or SSE transport.

Q: What transport types does the gateway support? A: The gateway supports both STDIO (Standard Input/Output) and SSE (Server-Sent Events) transport protocols.

Q: How do I access available tools and resources? A: You can access a list of available tools using the voitta://tools resource. Additionally, the server provides the get_voitta_tool_info MCP tool for detailed information.

Q: How do I install the gateway for LLM Assistants like Claude? A: For Claude, use the command fastmcp install server.py --name "voitta-gateway". Follow the Cline documentation for Cline.

Q: What benefits does the UBOS platform offer in conjunction with the MCP Gateway for Voitta? A: The UBOS platform provides agent orchestration, data integration, custom AI agent development, and simplified deployment and management, enhancing the capabilities of the MCP Gateway for Voitta and creating a more powerful AI solution.

Q: Can the UBOS MCP Gateway for Voitta be used for commercial purposes? A: Yes, the UBOS MCP Gateway for Voitta can be used to develop AI solutions that drive business value in various industries, such as customer service, financial analysis, and automated research.

Q: Where can I find more information about the UBOS platform? A: Visit https://ubos.tech to learn more about UBOS and its full-stack AI Agent Development Platform.