.. _2025-10-16-mcp-server-deployment_release:

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2025-10-16 - MCP Server Infrastructure Deployment
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Release
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AgileData.io - AI Integration Foundation: Model Context Protocol Server

We've deployed a new Model Context Protocol (MCP) server infrastructure that enables deeper integration with AI assistants like Claude. This foundation layer allows AI assistants to securely access your data context, run queries, and provide more intelligent, data-aware assistance.

The future of data work involves seamless collaboration with AI assistants that understand your specific data context. MCP provides the secure, standardized protocol for AI assistants to access your AgileData environment, run queries against your BigQuery datasets, and provide contextual help based on your actual data structures and patterns.

**What's New:**

* FastMCP server deployment with secure authentication
* OAuth-based authentication flow with custom callback pages
* BigQuery query tool integration for AI assistants
* Table profiling endpoint accessible to authorized AI agents
* Secure tenancy context handling for multi-tenant environments
* Auto-scaling infrastructure to handle variable AI workload

**What this means for you:**

* Connect Claude and other AI assistants directly to your data environment
* Get AI assistance that understands your actual data structures
* Run queries and get insights through natural language conversations
* Secure, authenticated access that respects your data permissions
* Foundation for future AI-powered data exploration and analysis features

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*Doc Refreshed: 2025-10-16*