--- title: Cloudflare AI Search: give your agents a search engine... description: Cloudflare has announced developer experience improvements to its AI Search product, which now handles crawling, ingestion, embedding, and retrieval... canonical: https://daily.dev/posts/cloudflare-ai-search-give-your-agents-a-search-engine-for-your-data-ctstzert3 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Cloudflare AI Search: give your agents a search engine for your data | daily.dev og:description: Cloudflare has announced developer experience improvements to its AI Search product, which now handles crawling, ingestion, embedding, and retrieval... og:url: https://daily.dev/posts/cloudflare-ai-search-give-your-agents-a-search-engine-for-your-data-ctstzert3 og:image: https://api.daily.dev/og/posts/cTSTzeRT3.png og:image:alt: Cloudflare AI Search: give your agents a search engine for your data 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. # Cloudflare AI Search: give your agents a search engine for your data **[Cloudflare](https://daily.dev/sources/cloudflare)** · 10 min read · 1 upvotes · 0 comments ## Summary Cloudflare has announced developer experience improvements to its AI Search product, which now handles crawling, ingestion, embedding, and retrieval automatically without manually stitching together Workers AI, Vectorize, R2, and other primitives. New features include sitemap-free website indexing via a 'Discover' parse option, public /search and /mcp endpoints across namespaces, custom domain support for branded endpoints, and an EmDash CMS plugin for semantic search. Cloudflare also previewed pricing: embedding and reranking are free with default Workers AI models, with base ingestion at $0.75/1M tokens and semantic queries at $0.75/1k. The post walks through how Cloudflare built its own Dev Stack MCP server using AI Search to give coding agents up-to-date, cited documentation across 10 Cloudflare-owned surfaces. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [AI Search: the search primitive for your agents](https://daily.dev/posts/ai-search-the-search-primitive-for-your-agents-esbieslcq) · Cloudflare · 1 upvotes · 0 comments - [An AI Index for all our customers](https://daily.dev/posts/an-ai-index-for-all-our-customers-zaklkvghw) · Cloudflare · 0 upvotes · 0 comments - [Making AI search smarter](https://daily.dev/posts/making-ai-search-smarter-vdumwudvn) · Cloudflare · 0 upvotes · 0 comments - [Cloudflare wants to build the economic layer of the AI web](https://daily.dev/posts/cloudflare-wants-to-build-the-economic-layer-of-the-ai-web-i5ywynw2y) · The New Stack · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#mcp](https://daily.dev/tags/mcp), [#cloudflare](https://daily.dev/tags/cloudflare), [#vector-search](https://daily.dev/tags/vector-search) [View this post on daily.dev](https://daily.dev/posts/cloudflare-ai-search-give-your-agents-a-search-engine-for-your-data-ctstzert3) ```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":"Cloudflare AI Search: give your agents a search engine for your data","url":"https://daily.dev/posts/cloudflare-ai-search-give-your-agents-a-search-engine-for-your-data-ctstzert3","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/cloudflare-ai-search-give-your-agents-a-search-engine-for-your-data-ctstzert3"},"datePublished":"2026-08-06T13:03:17.609Z","dateModified":"2026-08-06T13:03:46.448Z","description":"Cloudflare has announced developer experience improvements to its AI Search product, which now handles crawling, ingestion, embedding, and retrieval...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/394c3dde878e6f66c5e703fcef2a6d07?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/394c3dde878e6f66c5e703fcef2a6d07?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Cloudflare","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":"Cloudflare","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/38522e1d11354cd6b7af66f9d4316735","url":"https://daily.dev/sources/cloudflare"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/cloudflare-ai-search-give-your-agents-a-search-engine-for-your-data-ctstzert3","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-agents,mcp,cloudflare,vector-search","timeRequired":"PT10M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Cloudflare","item":"https://daily.dev/sources/cloudflare"},{"@type":"ListItem","position":3,"name":"Cloudflare AI Search: give your agents a search engine for your data"}]} ```