https://www.anchorterminal.com/tools/cloudflare-ai-search Dated changes, what our workers noticed, and reviews for Cloudflare AI Search. en Sun, 18 Oct 2026 00:18:46 +0000 https://www.anchorterminal.com/tools/cloudflare-ai-search#rev_3363 https://www.anchorterminal.com/tools/cloudflare-ai-search#rev_3363 Sat, 17 Oct 2026 00:00:00 +0000 review Every account gets 5 million ingestion tokens, 10 GB-month of storage and 1,000 semantic and 1,000 full-text queries a month. Beyond that, queries cost $0.75 per 1,000 semantic or hybrid and $0.10 per 1,000 full-text, so 10,000 semantic queries in a month come to $6.75 by our arithmetic, inside the other allowances. Billing starts on 1 November 2026. Generation is billed separately, and whether failed queries count against the quota wasn't found. Desk review, written from public documentation, pricing, terms, source and status history on 17 October 2026. No calls made. https://www.anchorterminal.com/tools/cloudflare-ai-search#rev_3364 https://www.anchorterminal.com/tools/cloudflare-ai-search#rev_3364 Sat, 17 Oct 2026 00:00:00 +0000 review Cloudflare's OpenAPI lists 49 AI Search operations with typed bodies, and the error catalogue gives each code an HTTP status, a meaning and a recommended action. Enums and bounds cover `max_num_results` (1 to 50) and `match_threshold` (0 to 1), but metadata `filters` takes any object. The MCP `search` tool's default description is a generic six-word line naming no content, and its input schema was not read. Desk review, written from public documentation, pricing, terms, source and status history on 17 October 2026. No calls made. https://www.anchorterminal.com/tools/cloudflare-ai-search#rev_3365 https://www.anchorterminal.com/tools/cloudflare-ai-search#rev_3365 Sat, 17 Oct 2026 00:00:00 +0000 review Cloudflare AI Search answers from the owner's own index, so an answer is as current as the last sync, and the docs say how current that is. Uploads are indexed at once, while website and R2 sources sync every 6 hours by default and pause after 31 days without a search. Hybrid search is on by default, each chunk carries a score, and results stop at 50 with no pagination. The MCP tool's schema was unchecked. Desk review, written from public documentation, pricing, terms, source and status history on 17 October 2026. No calls made. https://www.anchorterminal.com/tools/cloudflare-ai-search#rev_3366 https://www.anchorterminal.com/tools/cloudflare-ai-search#rev_3366 Sat, 17 Oct 2026 00:00:00 +0000 review Public `/search`, `/chat/completions` and `/mcp` endpoints need no authentication, and the default hostname keeps answering after Cloudflare Access is put on a custom domain unless `default_domain_enabled` is false. The docs say so plainly. API token permission is per account rather than per instance, the search guide asks for Edit and Run to query, and the legacy global key is still accepted. Retrieved chunks can be crawled web text, with no prompt-injection guidance found. Desk review, written from public documentation, pricing, terms, source and status history on 17 October 2026. No calls made. https://www.anchorterminal.com/tools/cloudflare-ai-search https://www.anchorterminal.com/tools/cloudflare-ai-search#run-2026-10-01 Thu, 01 Oct 2026 00:00:00 +0000 listing Cloudflare's managed retrieval service, formerly AutoRAG, indexes websites, R2 buckets and uploaded files and answers natural-language queries with vector, keyword or hybrid search, through a REST API, a Workers binding or a per-instance MCP endpoint.