Question 1

What is the UBOS MCP Gateway for Voitta?

Accepted Answer

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.

Question 2

What is MCP (Model Context Protocol)?

Accepted Answer

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.

Question 3

What is Voitta?

Accepted Answer

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.

Question 4

What are the key requirements to use the UBOS MCP Gateway for Voitta?

Accepted Answer

You need Python 3.10 or higher and the dependencies listed in `requirements.txt`, including the Voitta library itself.

Question 5

How do I install the UBOS MCP Gateway for Voitta?

Accepted Answer

Clone the repository, then run `pip install -r requirements.txt` to install the necessary dependencies.

Question 6

How do I configure the gateway?

Accepted Answer

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.

Question 7

How do I run the server?

Accepted Answer

You can run the server using `python server.py`. For HTTP mode (SSE transport), use `FASTMCP_HTTP=1 PORT=10000 python server.py`.

Question 8

What is MCP Inspector and how can I use it for testing?

Accepted Answer

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.

Question 9

What transport types does the gateway support?

Accepted Answer

The gateway supports both STDIO (Standard Input/Output) and SSE (Server-Sent Events) transport protocols.

Question 10

How do I access available tools and resources?

Accepted Answer

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.

Question 11

How do I install the gateway for LLM Assistants like Claude?

Accepted Answer

For Claude, use the command `fastmcp install server.py --name "voitta-gateway"`. Follow the Cline documentation for Cline.

Question 12

What benefits does the UBOS platform offer in conjunction with the MCP Gateway for Voitta?

Accepted Answer

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.

Question 13

Can the UBOS MCP Gateway for Voitta be used for commercial purposes?

Accepted Answer

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.

Question 14

Where can I find more information about the UBOS platform?

Accepted Answer

Visit [https://ubos.tech](https://ubos.tech) to learn more about UBOS and its full-stack AI Agent Development Platform.

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