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Beta Feature
Beta features represent newly added features in the product, and there is a chance of incompatible changes that impact the API and functionality in subsequent releases as we approach a stable version. As such we will not provide any advanced notice of any deprecation of functionality related to beta features.

The Validio MCP Server enables AI assistants, like Claude and Gemini, to interact directly with your Validio platform. Using the Model Context Protocol (MCP), AI assistants (LLMs) can help you configure validators, analyze incidents, and manage data quality, all through natural language conversation.

About the Validio MCP Server

Model Context Protocol (MCP) is an open standard that allows AI assistants to securely connect with external tools, data sources, and services. It acts as a universal bridge, enabling AI assistants to go beyond static training data and perform tasks such as querying databases, accessing APIs, and integrating with specialized software. Your Validio environment hosts a dedicated MCP server with specific tools to interact with Validio.

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The current version of the MCP server contains a tool to execute any GraphQL query inside Validio. This means the MCP server can execute all types of queries, including mutations and deletions. This contains the risk that the AI system might decide and delete resources within Validio. If you do not want to use this functionality, make sure you disable the tool within your AI assistant.

Key Benefits

Natural language data quality management: Configure Validators by describing what you want to monitor
Intelligent incident analysis: Get AI-powered root cause analysis and incident prioritization
Smart validator recommendations: Receive context-aware suggestions based on your data and business context
Faster setup: Set up monitoring for new sources in seconds, with minimal guidance
Expert assistance: Get data quality best practices without deep platform knowledge
Connect to other tools: Use other MCP servers (Github, Jira, Omni) to connect to Validio

Supported AI Assistants

Claude (Desktop, Web, and Code)
Gemini-CLI

For more information, see the Validio MCP Server Setup Instructions.

Use Cases and Functionality

The Validio MCP Server provides tools for finding, creating, and updating resources in Validio like sources, validators, and incidents and other use cases. You don't need to know about these tools to use the MCP. Your AI Assistant will pick the most appropriate tool to respond to your natural language request.

For examples and use cases, see the Validio MCP Server User Guide.

Authentication and Permissions

The MCP server will inherit the permissions and access of the user account you use to connect to it.

For more information, see Validio MCP Server Best Practices.