{"type":"post","id":"serverless-mcp-server-for-ai-agent-data-lake-defd9b","slug":"serverless-mcp-server-for-ai-agent-data-lake-defd9b","title":"Serverless MCP server for AI agent data lake access on Amazon ECS Fargate","description":"AWS describes an internal MCP gateway that lets multiple AI clients query enterprise data through shared tools rather than separate database integrations.","retrieval_nugget":"AWS describes an internal MCP gateway that lets multiple AI clients query enterprise data through shared tools rather than separate database integrations. Its metadata-driven onboarding and centralized controls make this a practical reference for teams connecting agents to a large data lake, though the design is built around AWS services.","published_at":"2026-11-07","updated_at":"2026-11-07","record_date":"2026-11-07","date_kind":"published_at","topics":["mcp"],"entities":["Amazon","Amazon ECS","Amazon Bedrock","Model Context Protocol","FastMCP","Amazon Athena","Amazon Redshift"],"related_patterns":["agent-ready-software-exposes-capabilities"],"novelty_label":"new_fact","what_changed":"AWS describes a separate serverless MCP implementation on ECS Fargate that gives AI agents access to data lakes through Athena and Redshift.","prior_refs":["https://newruntime.com/posts/build-a-multi-account-ai-agent-with-agentcore-b891d7/"],"source_url":"https://aws.amazon.com/blogs/machine-learning/serverless-mcp-server-for-ai-agent-data-lake-access-on-amazon-ecs-fargate","source_urls":["https://aws.amazon.com/blogs/machine-learning/serverless-mcp-server-for-ai-agent-data-lake-access-on-amazon-ecs-fargate"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:serverless-mcp-server-for-ai-agent-data-lake-defd9b","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/serverless-mcp-server-for-ai-agent-data-lake-defd9b/","markdown":"https://newruntime.com/posts/serverless-mcp-server-for-ai-agent-data-lake-defd9b.md","json":"https://newruntime.com/posts/serverless-mcp-server-for-ai-agent-data-lake-defd9b.json"},"markdown_url":"https://newruntime.com/posts/serverless-mcp-server-for-ai-agent-data-lake-defd9b.md","next_reads":[{"type":"topic","path":"/topics/mcp/","url":"https://newruntime.com/topics/mcp/","title":"Mcp","reason":"Explore the mcp topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/mcp.md","json_url":"https://newruntime.com/topics/mcp.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}