--- title: Amazon OpenSearch Service now supports the Agent Toolkit... description: Amazon OpenSearch Service now integrates with the Agent Toolkit for AWS, allowing developers to build, manage, and query OpenSearch domains and Serverless... canonical: https://daily.dev/posts/amazon-opensearch-service-now-supports-the-agent-toolkit-for-aws-with-a-curated-skill-fmqkgdbmv twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Amazon OpenSearch Service now supports the Agent Toolkit for AWS with a curated skill | daily.dev og:description: Amazon OpenSearch Service now integrates with the Agent Toolkit for AWS, allowing developers to build, manage, and query OpenSearch domains and Serverless... og:url: https://daily.dev/posts/amazon-opensearch-service-now-supports-the-agent-toolkit-for-aws-with-a-curated-skill-fmqkgdbmv og:image: https://api.daily.dev/og/posts/FmQkgdBMv.png og:image:alt: Amazon OpenSearch Service now supports the Agent Toolkit for AWS with a curated skill og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Amazon OpenSearch Service now supports the Agent Toolkit for AWS with a curated skill **[AWS](https://daily.dev/sources/aws)** · 2 min read · 1 upvotes · 0 comments ## Summary Amazon OpenSearch Service now integrates with the Agent Toolkit for AWS, allowing developers to build, manage, and query OpenSearch domains and Serverless collections directly from AI coding agents like Claude Code, Kiro, and Cursor. The integration uses an AWS MCP server paired with a curated amazon-opensearch-service skill that routes natural-language requests across five capability areas: migration, operations, search (vector/semantic/hybrid/RAG), log analytics, and trace analytics. No infrastructure changes are required, there is no additional charge, and it is available in all AWS regions where OpenSearch is offered. Setup requires installing the aws-data-analytics plugin in your agent. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### How do I manage Amazon OpenSearch Service domains using an AI coding agent like Claude Code or Cursor? Amazon OpenSearch Service now integrates with the Agent Toolkit for AWS via an AWS MCP server paired with a curated amazon-opensearch-service skill, letting agents such as Claude Code, Kiro, and Cursor handle natural-language requests. Install the aws-data-analytics plugin in the agent to get both the MCP server configuration and the skill in one step, with no charge and no infrastructure changes required. _daily.dev surfaces integrations like this for teams wiring AI agents into their AWS-based search infrastructure._ ### What can the amazon-opensearch-service skill do for OpenSearch Service and OpenSearch Serverless? The skill covers five areas: migration from self-managed OpenSearch, operations for provisioning and managing domains and collections, search including vector, semantic, hybrid, and RAG search, log analytics using PPL and OpenSearch Ingestion, and trace analytics for investigating distributed traces with OpenTelemetry. It works across all versions of managed domains and collections in every AWS Region where the services are offered. _Developers evaluating AI-driven OpenSearch tooling can track capability updates like these on daily.dev._ ## Similar posts on daily.dev - [Amazon OpenSearch Service now supports OpenSearch version 3.5](https://daily.dev/posts/amazon-opensearch-service-now-supports-opensearch-version-3-5-cilasuhvh) · AWS · 1 upvotes · 0 comments - [Introducing the Agent Toolkit for Amazon Web Services](https://daily.dev/posts/introducing-the-agent-toolkit-for-amazon-web-services-ztlwkzitp) · Towards Data Science · 1 upvotes · 0 comments - [AWS Just Turned "Deploy to AWS" Into a Five-Word Prompt](https://daily.dev/posts/aws-just-turned-deploy-to-aws-into-a-five-word-prompt-lryanigc1) · DevOps.com · 1 upvotes · 0 comments - [Amazon OpenSearch Serverless now supports Agentic Search](https://daily.dev/posts/amazon-opensearch-serverless-now-supports-agentic-search-agmohqbxm) · AWS · 1 upvotes · 0 comments --- Tags: [#aws](https://daily.dev/tags/aws), [#ai-agents](https://daily.dev/tags/ai-agents), [#mcp](https://daily.dev/tags/mcp), [#vector-search](https://daily.dev/tags/vector-search), [#opensearch](https://daily.dev/tags/opensearch) [View this post on daily.dev](https://daily.dev/posts/amazon-opensearch-service-now-supports-the-agent-toolkit-for-aws-with-a-curated-skill-fmqkgdbmv) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Amazon OpenSearch Service now supports the Agent Toolkit for AWS with a curated skill","url":"https://daily.dev/posts/amazon-opensearch-service-now-supports-the-agent-toolkit-for-aws-with-a-curated-skill-fmqkgdbmv","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/amazon-opensearch-service-now-supports-the-agent-toolkit-for-aws-with-a-curated-skill-fmqkgdbmv"},"datePublished":"2026-07-15T17:04:48.965Z","dateModified":"2026-09-13T18:39:25.389Z","description":"Amazon OpenSearch Service now integrates with the Agent Toolkit for AWS, allowing developers to build, manage, and query OpenSearch domains and Serverless...","image":"https://media.daily.dev/image/upload/s--P4t4XyoV--/f_auto/v1722860399/public/Placeholder%2001","thumbnailUrl":"https://media.daily.dev/image/upload/s--P4t4XyoV--/f_auto/v1722860399/public/Placeholder%2001","isAccessibleForFree":true,"articleSection":"AWS","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"AWS","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/aws","url":"https://daily.dev/sources/aws"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/amazon-opensearch-service-now-supports-the-agent-toolkit-for-aws-with-a-curated-skill-fmqkgdbmv","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"aws,ai-agents,mcp,vector-search,opensearch","timeRequired":"PT2M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"AWS","item":"https://daily.dev/sources/aws"},{"@type":"ListItem","position":3,"name":"Amazon OpenSearch Service now supports the Agent Toolkit for AWS with a curated skill"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/amazon-opensearch-service-now-supports-the-agent-toolkit-for-aws-with-a-curated-skill-fmqkgdbmv#faq","mainEntity":[{"@type":"Question","name":"How do I manage Amazon OpenSearch Service domains using an AI coding agent like Claude Code or Cursor?","acceptedAnswer":{"@type":"Answer","text":"Amazon OpenSearch Service now integrates with the Agent Toolkit for AWS via an AWS MCP server paired with a curated amazon-opensearch-service skill, letting agents such as Claude Code, Kiro, and Cursor handle natural-language requests. 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