Frequently Asked Questions (FAQ) - VictoriaMetrics MCP Server

Q: What is the VictoriaMetrics MCP Server?

A: The VictoriaMetrics MCP Server is a component available on the UBOS Asset Marketplace that allows AI Agents to seamlessly access and interact with VictoriaMetrics, a high-performance time-series database. It acts as a bridge, translating requests from AI Agents into PromQL queries and delivering the data back in a structured format.

Q: What is MCP (Model Context Protocol)?

A: MCP (Model Context Protocol) is an open standard that standardizes how applications provide contextual information to Large Language Models (LLMs). It enables AI models to access and interpret data from various sources easily.

Q: Why use VictoriaMetrics with AI Agents?

A: VictoriaMetrics provides a scalable and efficient solution for storing and querying time-series data. This is crucial for AI Agents that need to analyze historical trends, monitor real-time performance, or make data-driven decisions based on time-sensitive information.

Q: What are the key benefits of using the VictoriaMetrics MCP Server?

A: Key benefits include seamless integration with the UBOS platform, simplified data access for AI Agents, enhanced observability, improved performance thanks to VictoriaMetrics’ efficiency, and reduced costs.

Q: What types of data can I store in VictoriaMetrics and access through the MCP Server?

A: You can store any type of time-series data, including application metrics, infrastructure monitoring data, IoT sensor readings, financial data, and security logs.

Q: What is PromQL and why is it important?

A: PromQL is the query language used by VictoriaMetrics. It’s a powerful and flexible language that allows you to extract meaningful insights from your time-series data. The MCP Server uses PromQL to retrieve data for your AI Agents.

Q: What are some example use cases for the VictoriaMetrics MCP Server?

A: Use cases include infrastructure monitoring, application performance monitoring (APM), IoT data analytics, financial modeling and forecasting, and security threat detection.

Q: How do I install the VictoriaMetrics MCP Server?

A: You can install the MCP Server from the UBOS Asset Marketplace. Simply search for “VictoriaMetrics MCP Server” and follow the on-screen instructions.

Q: What APIs are available through the VictoriaMetrics MCP Server?

A: The MCP Server provides several APIs, including vm_data_write (write data), vm_prometheus_write (import Prometheus data), vm_query_range (query data over a time range), vm_query (query current data), vm_labels (get all label names), and vm_label_values (get values for a specific label).

Q: Do I need to be an expert in VictoriaMetrics to use the MCP Server?

A: No, the MCP Server simplifies the process of accessing VictoriaMetrics. However, familiarity with PromQL can be helpful for crafting more complex queries.

Q: Is the VictoriaMetrics MCP Server free to use?

A: Please refer to the UBOS Asset Marketplace for pricing information and licensing terms for the VictoriaMetrics MCP Server.

Q: Where can I find documentation and support for the VictoriaMetrics MCP Server?

A: Documentation and support resources are available on the UBOS platform and within the Asset Marketplace listing for the VictoriaMetrics MCP Server.

Q: Can I use the VictoriaMetrics MCP Server with AI Agents built outside of the UBOS platform?

A: The VictoriaMetrics MCP Server is primarily designed for use within the UBOS platform, taking advantage of its orchestration and data integration capabilities. Using it outside of UBOS may require additional configuration and integration efforts.