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

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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.
The MCP server refuses destructive operations. If your AI assistant attempts to delete, remove, or reset a resource in Validio, the request is rejected before it runs. The assistant can still create and update resources such as sources and validators, within the permissions of the account you connect with. To stop the assistant from making any changes at all, see Validio MCP Server Best Practices.

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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

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Supported AI assistants

The Validio MCP Server works with any AI assistant or MCP client that supports remote MCP servers over Streamable HTTP with OAuth authentication. For example, you can connect from Claude (Desktop, Web, and Code) or Antigravity CLI. For step-by-step examples, see the Validio MCP Server Setup Instructions.

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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.

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Authentication and permissions

The MCP server will inherit the permissions and access of the user account you use to connect to it. Scope that account’s role to the access your AI assistant should have—the permissions of the connecting user are the primary boundary on what the assistant can reach. On top of that boundary, the MCP server refuses destructive operations regardless of what the connecting account is permitted to do. Deletions, removals, and operations that reset a source or a validator are all rejected, so an AI assistant cannot destroy your configuration or data even when the account behind it could. For more information, see Validio MCP Server Best Practices.