# Building Real-Time AI: Highlights from the AWS MCP Hackathon in San Francisco

DevFeed: [Building Real-Time AI: Highlights from the AWS MCP Hackathon in San Francisco](<https://devfeed.tech/articles/building-real-time-ai-highlights-from-the-aws-mcp-hackathon-in-san-francisco-4978.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/aws-mcp-hackathon-san-francisco>)

Author: Zoe Steinkamp

Published: 2025-11-20T00:00:00Z

Content type: article

Language: en

Sources: [ClickHouse Blog](<https://devfeed.tech/sources/clickhouse-blog.md>)

Topics: [AI Bots](<https://devfeed.tech/topics/ai-bots.md>), [Kafka](<https://devfeed.tech/topics/kafka.md>), [incident](<https://devfeed.tech/topics/incident.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [Temporal data](<https://devfeed.tech/topics/temporal-data.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [analytics](<https://devfeed.tech/tags/analytics.md>), [aws](<https://devfeed.tech/tags/aws.md>), [bedrock](<https://devfeed.tech/tags/bedrock.md>), [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [hackathon](<https://devfeed.tech/tags/hackathon.md>), [incident](<https://devfeed.tech/tags/incident.md>), [kafka](<https://devfeed.tech/tags/kafka.md>), [latency](<https://devfeed.tech/tags/latency.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [observability](<https://devfeed.tech/tags/observability.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [streaming](<https://devfeed.tech/tags/streaming.md>), [time-series](<https://devfeed.tech/tags/time-series.md>)

## AI overview

A ClickHouse recap of three AWS MCP Hackathon projects that use live and streaming data for ad bidding, incident response, and glucose monitoring.

## Source excerpt

How teams used ClickHouse to power agents with streaming data, sub-second analytics, and production-ready dashboards at the AWS MCP Hackathon.