Question 1

What is an MCP Server?

Accepted Answer

MCP (Model Context Protocol) is an open protocol that standardizes how applications provide context to LLMs. An MCP server acts as a bridge, allowing AI models to access and interact with external data sources and tools in a standardized way.

Question 2

What are Bruno API Collections?

Accepted Answer

Bruno API Collections are sets of API requests, configurations, and environments created using the Bruno API client, used for designing, testing, and managing APIs.

Question 3

How does the UBOS Asset Marketplace help with MCP Servers and Bruno API Collections?

Accepted Answer

The UBOS Asset Marketplace allows you to load your Bruno API Collections into an MCP server, enabling AI to call and utilize these collections, thus integrating your APIs with AI Agents easily.

Question 4

What are the key benefits of using the UBOS Asset Marketplace for MCP Servers?

Accepted Answer

Key benefits include streamlined debugging across system boundaries, turning any API into an agent-ready tool without custom development, and building headless services controllable through AI interfaces.

Question 5

What features are included in the UBOS Asset Marketplace?

Accepted Answer

The marketplace includes automatic conversion of Bruno API collections to MCP tools, environment management, HTTP with SSE transport, cross-origin support, and built-in tools for API collection management.

Question 6

What types of customizations can be applied when calling tools generated from Bruno API collections?

Accepted Answer

You can customize requests with environment overrides, variable replacements, query parameters, and custom body parameters.

Question 7

How do I start the MCP server with my Bruno API collection?

Accepted Answer

Install dependencies using `npm install`, then start the server with `node --loader ts-node/esm src/index.ts --bruno-path /path/to/bruno/collection`.

Question 8

Can I specify an environment when starting the server?

Accepted Answer

Yes, you can specify the environment using the `--environment` or `-e` option, e.g., `--environment env_name`.

Question 9

How can I include or exclude specific tools when starting the server?

Accepted Answer

Use the `--include-tools` or `--exclude-tools` options with a comma-separated list of tool names, e.g., `--include-tools tool1,tool2,tool3`.

Question 10

How can I connect to the MCP server from a client?

Accepted Answer

You can connect locally via `http://localhost:8000/sse` or from Windows to WSL via `http://<WSL_IP>:8000/sse`.

Question 11

What is UBOS Platform?

Accepted Answer

UBOS is a Full-stack AI Agent Development Platform focused on bringing AI Agents to every business department. It helps you orchestrate AI Agents, connect them with your enterprise data, build custom AI Agents with your LLM model and Multi-Agent Systems.

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