{"schema_version":"onlylabs.public_signal.v1","title":"Cloudflare (Workers AI) Release: cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","description":"Cloudflare (Workers AI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/0cdffdb5-a56d-4301-81fe-ec1718f98dc4","json_url":"https://onlylabs.fyi/signals/0cdffdb5-a56d-4301-81fe-ec1718f98dc4/signal.json","generated_at":"2026-10-24T20:21:59.376Z","evidence_latest_fetched_at":"2026-10-23T07:03:55.604815+00:00","signal_first_seen_at":"2026-10-23T07:01:00.833382+00:00","org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/cloudflare","dossier_json_url":"https://onlylabs.fyi/labs/cloudflare/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/0cdffdb5-a56d-4301-81fe-ec1718f98dc4","signal_json":"https://onlylabs.fyi/signals/0cdffdb5-a56d-4301-81fe-ec1718f98dc4/signal.json","source":"https://github.com/cloudflare/mcp-server-cloudflare/releases/tag/containers-mcp%400.4.0","lab_dossier":"https://onlylabs.fyi/labs/cloudflare","lab_dossier_json":"https://onlylabs.fyi/labs/cloudflare/dossier.json","analysis":"https://onlylabs.fyi/analysis/cloudflare","analysis_json":"https://onlylabs.fyi/analysis/cloudflare/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cloudflare/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Cloudflare (Workers AI) published cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 (cloudflare/mcp-server-cloudflare). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: containers-mcp@0.4.0 Repository: cloudflare/mcp-server-cloudflare Tag: containers-mcp@0.4.0 Published: 2026-10-22T15:22:05Z Prerelease: no Release notes: Minor Changes -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/cloudflare/mcp-server-cloudflare/releases/tag/containers-mcp%400.4.0","source_host":"github.com","occurred_at":"2026-10-22T15:22:05+00:00","first_seen_at":"2026-10-23T07:01:00.833382+00:00","date_source":"source","context":"cloudflare/mcp-server-cloudflare"},"context_markers":[{"label":"Lab","value":"Cloudflare (Workers AI)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"cloudflare/mcp-server-cloudflare","source":"source"},{"label":"Release","value":"containers-mcp@0.4.0","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/cloudflare/mcp-server-cloudflare/releases/tag/containers-mcp%400.4.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-23T07:03:55.604815+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/0cdffdb5-a56d-4301-81fe-ec1718f98dc4/signal.json","dossier_json":"https://onlylabs.fyi/labs/cloudflare/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/cloudflare/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cloudflare/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/0cdffdb5-a56d-4301-81fe-ec1718f98dc4/signal.json","required":true},{"label":"source","url":"https://github.com/cloudflare/mcp-server-cloudflare/releases/tag/containers-mcp%400.4.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/cloudflare/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/cloudflare/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Cloudflare (Workers AI)'s release signal \"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0\" for neocloud strategy."},"semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"released","object":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","text":"Cloudflare (Workers AI) released cloudflare/mcp-server-cloudflare containers-mcp@0.4.0."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"is classified as","object":"release signal","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 is classified as release signal."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"belongs to","object":"releases desk","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 belongs to releases desk."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has context","object":"cloudflare/mcp-server-cloudflare","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has context cloudflare/mcp-server-cloudflare."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has evidence coverage 1 captured evidence page."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has captured page count","object":"1","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has captured page count 1."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has readable page count","object":"1","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has readable page count 1."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has related signal count","object":"6","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has related signal count 6."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has source host","object":"github.com","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has source host github.com."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has lab","object":"Cloudflare (Workers AI)","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has lab Cloudflare (Workers AI)."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has signal desk","object":"releases","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has signal desk releases."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has source host","object":"github.com","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has source host github.com."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has repository","object":"cloudflare/mcp-server-cloudflare","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has repository cloudflare/mcp-server-cloudflare."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has release","object":"containers-mcp@0.4.0","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has release containers-mcp@0.4.0."}]},"intelligence":{"signal_desk":"releases","answer":"Cloudflare (Workers AI) published cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 (cloudflare/mcp-server-cloudflare). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: containers-mcp@0.4.0 Repository: cloudflare/mcp-server-cloudflare Tag: containers-mcp@0.4.0 Published: 2026-10-22T15:22:05Z Prerelease: no Release notes: Minor Changes -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"released","object":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","text":"Cloudflare (Workers AI) released cloudflare/mcp-server-cloudflare containers-mcp@0.4.0."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"is classified as","object":"release signal","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 is classified as release signal."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"belongs to","object":"releases desk","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 belongs to releases desk."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has context","object":"cloudflare/mcp-server-cloudflare","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has context cloudflare/mcp-server-cloudflare."},{"subject":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"0cdffdb5-a56d-4301-81fe-ec1718f98dc4","url":"https://onlylabs.fyi/signals/0cdffdb5-a56d-4301-81fe-ec1718f98dc4","json_url":"https://onlylabs.fyi/signals/0cdffdb5-a56d-4301-81fe-ec1718f98dc4/signal.json","source_url":"https://github.com/cloudflare/mcp-server-cloudflare/releases/tag/containers-mcp%400.4.0","title":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","summary":"Cloudflare (Workers AI) published release notes. onlylabs watches releases for what actually shipped.","context":"cloudflare/mcp-server-cloudflare","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-22T15:22:05+00:00","first_seen_at":"2026-10-23T07:01:00.833382+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/cloudflare/mcp-server-cloudflare/releases/tag/containers-mcp%400.4.0"]},"facets":{"repo":"cloudflare/mcp-server-cloudflare"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/cloudflare/mcp-server-cloudflare/releases/tag/containers-mcp%400.4.0","final_url":"https://github.com/cloudflare/mcp-server-cloudflare/releases/tag/containers-mcp%400.4.0","title":"cloudflare/mcp-server-cloudflare containers-mcp@0.4.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-23T07:03:55.604815+00:00","bytes":4806,"raw_path":"c5fe42c782deb7ab18fab8a93331f5c6bc29774ea9d7f3202e1cd7a6c893bb84.json","content_hash":"f4e4e63743eb82bb31ac41e0c00bcfdd96adf3d6ba9db893296613ffe080acf4","excerpt_chars":1200,"truncated":true,"excerpt":"containers-mcp@0.4.0 Repository: cloudflare/mcp-server-cloudflare Tag: containers-mcp@0.4.0 Published: 2026-10-22T15:22:05Z Prerelease: no Release notes: Minor Changes - dfd49e5: Retire the `/sse` URL and upgrade to `@cloudflare/workers-oauth-provider` 1.2.4. - Every request to `/sse` now returns `410 Gone` with an `application/problem+json` body naming the server's `/mcp` URL, before any authentication. `/sse` used to serve Streamable HTTP as an alias of `/mcp`; clients configured with it must switch to `/mcp`. MCP SDK v1 and v2 clients show the message in their connection error. It is not a redirect, because OAuth clients that follow one reject the `/mcp` protected resource metadata with an error that never mentions `/mcp`. - The OAuth protected resource is now `/mcp`, and every token is bound to it. Grants bound to `/mcp` keep working. Grants bound to `/sse`, or to the bare origin that 0.x advertised at the root metadata URL, fail their next refresh with `invalid_grant` (workers-oauth-provider 1.2.4), and the client signs in again at `/mcp`. - The consent page uses the provider's consent helpers. The authorization request stays server-side and the page posts only a single-use..."},"evidence_pages":[],"related_signals":[{"id":"259216a5-ab58-4fae-9cbd-e7fe415c3294","url":"https://onlylabs.fyi/signals/259216a5-ab58-4fae-9cbd-e7fe415c3294","source_url":"https://github.com/cloudflare/workerd/releases/tag/v1.20261024.1","title":"cloudflare/workerd v1.20261024.1","context":"cloudflare/workerd","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-24T01:04:42+00:00","first_seen_at":"2026-10-24T07:00:58.54673+00:00","date_source":"source"},{"id":"afbb874a-a0d1-4749-9fb8-1b6004039e2e","url":"https://onlylabs.fyi/signals/afbb874a-a0d1-4749-9fb8-1b6004039e2e","source_url":"https://github.com/cloudflare/forge/releases/tag/openapi%401ba4440f11a6cf65410c05e4c4395ad456fbff91","title":"cloudflare/forge openapi@1ba4440f11a6cf65410c05e4c4395ad456fbff91","context":"cloudflare/forge","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-23T22:06:37+00:00","first_seen_at":"2026-10-24T07:00:58.54673+00:00","date_source":"source"},{"id":"0906ab1e-0104-46b2-b8c1-91747ae40e22","url":"https://onlylabs.fyi/signals/0906ab1e-0104-46b2-b8c1-91747ae40e22","source_url":"https://github.com/cloudflare/forge/releases/tag/openapi%405983a433f54f94d7a22479abd1478f518ec8b78f","title":"cloudflare/forge openapi@5983a433f54f94d7a22479abd1478f518ec8b78f","context":"cloudflare/forge","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-23T21:05:44+00:00","first_seen_at":"2026-10-24T07:00:58.54673+00:00","date_source":"source"},{"id":"ea80b309-42c7-4b99-b04c-c5fd10b83a10","url":"https://onlylabs.fyi/signals/ea80b309-42c7-4b99-b04c-c5fd10b83a10","source_url":"https://github.com/cloudflare/forge/releases/tag/openapi%40d5aad31a114ef91322c7fe635d2d984b8984d096","title":"cloudflare/forge openapi@d5aad31a114ef91322c7fe635d2d984b8984d096","context":"cloudflare/forge","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-23T19:07:30+00:00","first_seen_at":"2026-10-24T07:00:58.54673+00:00","date_source":"source"},{"id":"03a25072-d6b3-48fc-b97b-0447463c1cbf","url":"https://onlylabs.fyi/signals/03a25072-d6b3-48fc-b97b-0447463c1cbf","source_url":"https://github.com/cloudflare/forge/releases/tag/openapi%4037b001d9ec1a96a536780361219c913397843a00","title":"cloudflare/forge openapi@37b001d9ec1a96a536780361219c913397843a00","context":"cloudflare/forge","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-23T18:06:07+00:00","first_seen_at":"2026-10-24T07:00:58.54673+00:00","date_source":"source"},{"id":"9acf0d18-44eb-4c68-bd78-43e2f9a68eb9","url":"https://onlylabs.fyi/signals/9acf0d18-44eb-4c68-bd78-43e2f9a68eb9","source_url":"https://github.com/cloudflare/forge/releases/tag/openapi%4067c5887b849fdde3ac07438146fa92a0010e2f53","title":"cloudflare/forge openapi@67c5887b849fdde3ac07438146fa92a0010e2f53","context":"cloudflare/forge","kind":{"key":"release","label":"Release"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-23T17:06:44+00:00","first_seen_at":"2026-10-24T07:00:58.54673+00:00","date_source":"source"}]}