{"schemaVersion":"1.0","name":"Tinybird","slug":"tinybird","website":"https://www.tinybird.co","category":"developer-tools","description":"Real-time analytics APIs built on ClickHouse.","capabilities":["llmsTxt documentation"],"aiResources":{"llmsTxt":{"type":"llmsTxt","url":"https://www.tinybird.co/docs/llms.txt","status":"verified","available":true,"httpStatus":200,"checkedAt":"2026-11-03T22:14:40.316Z","lastSuccessfulAt":"2026-11-03T22:14:40.316Z","contentType":"text/plain; charset=utf-8","contentSize":33114,"estimatedTokens":8279,"tokenMethod":"UTF-16 characters / 4 (approximation)","contentHash":"edfec29e1dece62dc843497e963f9ff232f4787bf36382e8983d9df87de1edbd","internalLinks":0,"externalLinks":376,"document":{"h1Count":1,"firstBlockIsH1":true,"title":"Tinybird","usefulTitle":true,"headingCount":24,"uniqueHeadingCount":24,"hasSections":true,"orderedHeadings":true,"sectionWithContent":true,"fileListLinks":376,"summaryPresent":false,"contextPresent":true,"validLinks":376,"invalidLinks":0,"duplicateLinks":0,"descriptiveLinks":375,"annotatedLinks":0},"linkHealth":{"eligibleCount":376,"selectedCount":5,"sampledCount":5,"working":5,"broken":0,"unknown":0,"checkedAt":"2026-11-03T22:14:40.952Z","sourceHash":"edfec29e1dece62dc843497e963f9ff232f4787bf36382e8983d9df87de1edbd","method":"deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget","results":[{"url":"https://tinybird.co/docs/forward/guides/ingest-litellm","httpStatus":200,"checkedAt":"2026-11-03T22:14:40.952Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://tinybird.co/docs/forward/query-data/api-endpoints","httpStatus":200,"checkedAt":"2026-11-03T22:14:40.952Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://tinybird.co/docs/forward/dev-reference/list-of-errors","httpStatus":200,"checkedAt":"2026-11-03T22:14:40.952Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://tinybird.co/docs/sql-reference/clickhouse-errors/CANNOT_PARSE_TEXT","httpStatus":200,"checkedAt":"2026-11-03T22:14:40.952Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://tinybird.co/docs/forward/pricing/developer","httpStatus":200,"checkedAt":"2026-11-03T22:14:40.952Z","attempted":true,"status":"working","reason":"http_success"}]},"headings":["Tinybird","Forward","Copy Export Data","Core Concepts","Dev Reference","Development Workflow","Guides","Ingest Data","Monitoring","Pricing","Query Data","Quickstarts"],"warnings":["Quality suggestion: add a short summary blockquote before the file sections."],"summary":"Documentation sections: Tinybird; Forward; Copy Export Data; Core Concepts; Dev Reference; Development Workflow.","summarySourceHash":"edfec29e1dece62dc843497e963f9ff232f4787bf36382e8983d9df87de1edbd","processingVersion":"2.0","method":"markdown-ast-analysis"},"llmsFullTxt":{"type":"llmsFullTxt","url":"https://www.tinybird.co/docs/llms-full.txt","status":"unavailable","available":false,"httpStatus":null,"checkedAt":"2026-11-03T22:14:40.523Z","lastSuccessfulAt":null,"warnings":["Latest retrieval did not establish resource availability. Previous successful evidence, if any, is retained with reduced confidence."],"processingVersion":"2.0","method":"static-content-analysis","failureHelp":{"code":"oversized","reason":"The response exceeded the 1 MiB verification limit.","fix":"Publish a concise llms.txt index with links to separate documentation pages. 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Coherent content sections: 5/5. Documentation links organized in lists: 5/5. Non-repeated headings: 5/5."},{"name":"links","weight":25,"assessedWeight":25,"points":22.49,"rules":[{"id":"link_syntax","label":"Resolvable HTTP(S) link syntax","weight":5,"observation":"376 valid URL occurrence(s), 0 malformed, unsupported or unresolved.","points":5},{"id":"link_uniqueness","label":"Unique documentation destinations","weight":5,"observation":"376 unique destination(s) from 376 valid occurrence(s).","points":5},{"id":"link_labels","label":"Descriptive link labels","weight":2.5,"observation":"375 of 376 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.","points":2.49},{"id":"link_notes","label":"Context beside file links","weight":2.5,"observation":"0 of 376 unique links have notes beside a Markdown list link.","points":0},{"id":"link_health","label":"Sampled destination accessibility","weight":10,"observation":"5 of 376 destinations sampled: 5 working, 0 confirmed 404/410, 0 unknown. Only working and confirmed-broken results enter this fraction.","points":10}],"explanation":"Resolvable HTTP(S) link syntax: 5/5. Unique documentation destinations: 5/5. Descriptive link labels: 2.49/2.5. Context beside file links: 0/2.5. Sampled destination accessibility: 10/10."},{"name":"confidence","weight":15,"assessedWeight":15,"points":15,"rules":[{"id":"verification_age","label":"Age of last successful verification","weight":10,"observation":"Last success: 2026-11-03T22:14:40.316Z. Full points through day 8 (7-day schedule plus 1-day grace), 60% through day 30, 20% thereafter or for an unknown date.","points":10},{"id":"latest_success","label":"Latest primary check succeeded","weight":5,"observation":"Latest primary verification succeeded.","points":5}],"explanation":"Age of last successful verification: 10/10. Latest primary check succeeded: 5/5."},{"name":"metadata","weight":10,"assessedWeight":10,"points":5,"rules":[{"id":"summary","label":"Useful summary blockquote","weight":5,"observation":"A blockquote before the first H2 with at least 20 non-whitespace characters and no placeholder-only text.","points":0},{"id":"context","label":"Useful introductory context","weight":5,"observation":"An introductory paragraph before the first H2 with at least 20 non-whitespace characters and no placeholder-only text. Listing form fields do not earn these points.","points":5}],"explanation":"Useful summary blockquote: 0/5. Useful introductory context: 5/5."}],"earnedPoints":92.49,"assessedWeight":100,"availableWeight":100,"provisional":false,"calculatedAt":"2026-11-03T22:14:42.746Z","lastVerifiedAt":"2026-11-03T22:14:40.316Z","evidence":{"sourceUrl":"https://www.tinybird.co/docs/llms.txt","contentHash":"edfec29e1dece62dc843497e963f9ff232f4787bf36382e8983d9df87de1edbd","processingVersion":"2.0","retrievedAt":"2026-11-03T22:14:40.316Z"},"linkSampling":{"eligibleCount":376,"selectedCount":5,"sampledCount":5,"working":5,"broken":0,"unknown":0,"checkedAt":"2026-11-03T22:14:40.952Z","sourceHash":"edfec29e1dece62dc843497e963f9ff232f4787bf36382e8983d9df87de1edbd","method":"deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget","results":[{"url":"https://tinybird.co/docs/forward/guides/ingest-litellm","httpStatus":200,"checkedAt":"2026-11-03T22:14:40.952Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://tinybird.co/docs/forward/query-data/api-endpoints","httpStatus":200,"checkedAt":"2026-11-03T22:14:40.952Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://tinybird.co/docs/forward/dev-reference/list-of-errors","httpStatus":200,"checkedAt":"2026-11-03T22:14:40.952Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://tinybird.co/docs/sql-reference/clickhouse-errors/CANNOT_PARSE_TEXT","httpStatus":200,"checkedAt":"2026-11-03T22:14:40.952Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://tinybird.co/docs/forward/pricing/developer","httpStatus":200,"checkedAt":"2026-11-03T22:14:40.952Z","attempted":true,"status":"working","reason":"http_success"}]},"warnings":["This measures observable documentation, not model rankings or citation probability.","H1 is the only required section in the llms.txt proposal. Other checks are LLMSList quality preferences; missing optional sections do not make usable text invalid.","Destination accessibility covers a sample of 5 out of 376 unique links, not the entire website."]},"updatedAt":"2026-11-03T22:14:42.746Z"}