{"data":{"slug":"airbyte","name":"Airbyte","tagline":"A unified context platform that enables AI agents to access, search, and update information across multiple business applications","homepage":"https://airbyte.com","category":{"slug":"data-engineering","name":"Data Engineering Tools"},"vendor":null,"score":{"composite":61.9,"confidence":0.76,"confidenceBand":"high","breakdown":{"price_level":{"value":80,"weight":0.052,"present":true,"contribution":4.2},"reliability":{"value":50,"weight":0.073,"present":true,"contribution":3.7},"capabilities":{"value":86.7,"weight":0.084,"present":true,"contribution":7.3},"repo_stars":{"value":81.9,"weight":0.026,"present":true,"contribution":2.1},"integrations":{"value":49.1,"weight":0.094,"present":true,"contribution":4.6},"dependent_projects":{"value":15.1,"weight":0.063,"present":true,"contribution":0.9},"dev_activity":{"value":63.1,"weight":0.094,"present":true,"contribution":5.9},"release_cadence":{"value":96.1,"weight":0.052,"present":true,"contribution":5},"security_posture":{"value":70,"weight":0.073,"present":true,"contribution":5.1},"package_downloads":{"value":70.5,"weight":0.136,"present":true,"contribution":9.6},"security_score":{"value":44,"weight":0.042,"present":true,"contribution":1.8},"pricing_transparency":{"value":45,"weight":0.084,"present":true,"contribution":3.8},"community_qa_activity":{"value":0,"weight":0.063,"present":false,"contribution":0}},"computedAt":"2026-09-14T09:33:31.555Z","stale":false},"uri":"https://www.vioscale.ai/software/airbyte","aliases":["airbyte"],"status":"published","crawlStatus":"ok","indexStatus":"indexed","nextCrawlAt":"2026-09-28T09:33:31.738Z","categories":[{"slug":"data-engineering","name":"Data Engineering Tools","isPrimary":true},{"slug":"etl-elt","name":"ETL ELT","isPrimary":false}],"facts":{"features":[{"attribute":"features.capabilities","value":{"role":"elt","paradigm":"both","python_first":true,"managed_cloud":true,"connector_count":"50+","self_hosted_oss":true,"incremental_runs":true,"reverse_etl_addon":true,"self_hosted_available":true,"managed_cloud_available":true},"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}}],"reliability":[{"attribute":"reliability.status_page","value":true,"provenance":{"source":"https://status.airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.6}}],"security":[{"attribute":"security.gdpr","value":true,"provenance":{"source":"https://trust.airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.75}},{"attribute":"security.iso27001","value":true,"provenance":{"source":"https://trust.airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.75}},{"attribute":"security.soc2","value":true,"provenance":{"source":"https://trust.airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.75}},{"attribute":"security.scorecard","value":4.4,"provenance":{"source":"https://api.securityscorecards.dev/projects/github.com/airbytehq/airbyte","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.308Z","confidence":0.9}},{"attribute":"security.vulnerabilities","value":{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=airbyte-source-typeform&per_page=100","last_12m":0,"max_severity":null},"provenance":{"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=airbyte-source-typeform&per_page=100","sourceType":"vioscale-crawler","retrievedAt":"2026-08-26T18:38:07.730Z","confidence":0.9}}],"adoption":[{"attribute":"adoption.github_stars","value":22022,"provenance":{"source":"https://github.com/airbytehq/airbyte","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.262Z","confidence":0.9}},{"attribute":"adoption.package_downloads_weekly","value":269893,"provenance":{"source":"https://pypistats.org/packages/airbyte","sourceType":"vioscale-crawler","retrievedAt":"2026-08-26T18:38:07.662Z","confidence":0.85}},{"attribute":"adoption.dependent_repos","value":7,"provenance":{"source":"https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2Fairbytehq%2Fairbyte","sourceType":"vioscale-crawler","retrievedAt":"2026-08-26T18:38:07.726Z","confidence":0.85}}],"integrations":[{"attribute":"integrations.count","value":50,"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T13:45:32.705Z","confidence":0.6}},{"attribute":"integrations.list","value":[{"name":"Salesforce"},{"name":"Zendesk"},{"name":"Stripe"},{"name":"HubSpot"},{"name":"Gong"},{"name":"Linear"},{"name":"ActiveCampaign"},{"name":"Azure Blob Storage"},{"name":"BigQuery"},{"name":"Facebook Marketing"},{"name":"GitHub"},{"name":"GitLab"},{"name":"Google Analytics"},{"name":"Google Drive"},{"name":"Snowflake","native":true,"category":"data_warehouse","direction":"bidirectional"}],"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}}],"language":[{"attribute":"language.primary","value":"Python","provenance":{"source":"https://github.com/airbytehq/airbyte","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.262Z","confidence":0.9}}],"platform":[{"attribute":"platform.support","value":{"cli":true,"web":true},"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}}],"pricing":[{"attribute":"pricing","value":{"type":"hybrid","plans":[{"free":true,"name":"Free (Agents)","summary":"Free","features":["Single user","API and MCP access","Context Store refreshes daily (hourly for first 14 days)","Community and AI support","No overage available"],"minSeats":1,"commitment":"monthly","components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Get started for free before picking a plan","contactSales":false,"includedLimits":{"agent_operations":"1000/mo"}},{"free":false,"name":"Individual (Agents)","summary":"$29/month","features":["Single user","API and MCP access","Context Store with hourly refresh","Standard and AI support","Overage AOs available"],"minSeats":1,"commitment":"monthly","components":[{"kind":"fixed","amount":29,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"AO"},"kind":"metered","amount":0.004,"currency":"USD"}],"description":"For personal use and small scale workflows","contactSales":false,"includedLimits":{"agent_operations":"5000/mo"}},{"free":false,"name":"Team (Agents)","summary":"$299/month","features":["Everything in Individual","Parallel workflow execution","Multiple users and workspaces","Standard and AI support","Overage AOs available"],"commitment":"monthly","components":[{"kind":"fixed","amount":299,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"AO"},"kind":"metered","amount":0.005,"currency":"USD"}],"description":"For teams building agents in production","contactSales":false,"includedLimits":{"agent_operations":"10000/mo"}},{"free":false,"name":"Custom (Agents)","summary":"Custom pricing","features":["Everything in Team","Custom AO limits","Custom Context Store refresh frequency","Dedicated Solutions Architect","Dedicated support with SLA"],"description":"For companies with enterprise needs","contactSales":true},{"free":true,"name":"Core (Data Replication)","summary":"Free (self-managed)","features":["Self-managed","Open source","Always free"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"For data engineering orgs comfortable running open source entirely on their own","contactSales":false},{"free":false,"name":"Standard (Data Replication)","summary":"Starting at $10/month","features":["Fully managed cloud hosting","Volume-based pricing","Quick deployment"],"commitment":"monthly","components":[{"kind":"fixed","amount":10,"period":"month","currency":"USD"}],"description":"For practitioners looking for fully managed software with volume-based pricing","contactSales":false},{"free":false,"name":"Pro (Data Replication)","summary":"Capacity-based pricing (talk to sales)","features":["Fully managed cloud hosting","Capacity-based pricing","Multiple Workspaces","SSO and RBAC","Premium Support","15-minute syncs","Custom mappings"],"description":"For organizations needing scalability, governance, and security","contactSales":true},{"free":false,"name":"Enterprise Flex (Data Replication)","summary":"Custom pricing (talk to sales)","features":["Sovereign data movement inside your boundary","On-premises and multi-region options","Hybrid deployment with Airbyte managed control plane","All Pro features","Premium support"],"description":"For enterprises in regulated industries requiring full control of sovereign data","contactSales":true}],"summary":"Free tier available. Agent pricing from $29/month to $299/month. Data Replication from $10/month to enterprise custom pricing.","currency":"USD","freeTier":true,"sourceUrl":"https://airbyte.com","retrievedAt":"2026-08-05T14:24:37.249Z","startingPrice":{"amount":0.004,"period":"month","currency":"USD"},"billingPeriods":["month"]},"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.6}},{"attribute":"pricing.free_tier","value":true,"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"pricing.model","value":"freemium","provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"pricing.price_level","value":"low","provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"pricing.transparent","value":false,"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}}],"release":[{"attribute":"release.cadence_days","value":7,"provenance":{"source":"https://github.com/airbytehq/airbyte/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.262Z","confidence":0.7}},{"attribute":"release.history","value":[{"url":"https://github.com/airbytehq/airbyte/releases/tag/v2.0.0","date":"2025-10-15T21:21:41Z","type":"stable","version":"v2.0.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.8.0","date":"2025-08-14T17:41:49Z","type":"stable","version":"v1.8.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.7.0","date":"2025-06-17T22:23:06Z","type":"stable","version":"v1.7.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.6.0","date":"2025-04-11T20:12:56Z","type":"stable","version":"v1.6.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.5.0","date":"2025-02-21T00:24:02Z","type":"stable","version":"v1.5.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.4.0","date":"2025-01-17T22:40:22Z","type":"stable","version":"v1.4.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.3.0","date":"2024-12-09T22:12:48Z","type":"stable","version":"v1.3.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.2.0","date":"2024-11-07T16:53:11Z","type":"stable","version":"v1.2.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.1.0","date":"2024-10-03T18:26:45Z","type":"stable","version":"v1.1.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.0.0","date":"2024-09-24T13:04:18Z","type":"stable","version":"v1.0.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.7","date":"2024-09-18T14:26:43Z","type":"stable","version":"v0.64.7"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.6","date":"2024-09-17T20:24:16Z","type":"stable","version":"v0.64.6"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.5","date":"2024-09-17T17:59:02Z","type":"stable","version":"v0.64.5"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.4","date":"2024-09-13T18:06:35Z","type":"stable","version":"v0.64.4"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.3","date":"2024-09-06T18:23:44Z","type":"stable","version":"v0.64.3"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.2","date":"2024-09-04T23:54:59Z","type":"stable","version":"v0.64.2"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.1","date":"2024-08-30T21:28:25Z","type":"stable","version":"v0.64.1"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.0","date":"2024-08-27T20:47:28Z","type":"stable","version":"v0.64.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.63.20","date":"2024-08-27T20:19:13Z","type":"stable","version":"v0.63.20"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.63.19","date":"2024-08-20T18:17:00Z","type":"stable","version":"v0.63.19"}],"provenance":{"source":"https://github.com/airbytehq/airbyte/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.262Z","confidence":0.7}}],"activity":[{"attribute":"activity.commits_last_30d","value":100,"provenance":{"source":"https://github.com/airbytehq/airbyte/pulse","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.262Z","confidence":0.65}}],"deployment":[{"attribute":"deployment.options","value":{"cloud":true,"hybrid":true,"self_hosted":true},"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}}],"description":[{"attribute":"description.long","value":"A data integration platform that consolidates information from business systems into a pre-indexed context layer for AI agents to query and modify efficiently, eliminating redundant API calls and token waste.","provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}}],"market":[{"attribute":"market.availability","value":{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]},"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.75}}],"content":[{"attribute":"content.faq","value":[{"answer":"Infrastructure that connects your business systems, pre-indexes and unifies their data, and serves it to AI agents through a managed context layer. Supports both real-time queries and pre-materialized context, with built-in OAuth, connector management, and data activation to operational tools. It is indexed under Data Engineering Tools.","source":"https://airbyte.com","question":"What is Airbyte?","confidence":0.6},{"answer":"Airbyte offers a free tier, so you can start without paying. Paid plans start at $0.00. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://airbyte.com","question":"Is Airbyte free?","confidence":0.6},{"answer":"Airbyte supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://airbyte.com","question":"What platforms does Airbyte support?","confidence":0.6},{"answer":"Yes. Airbyte can be deployed cloud / SaaS, hybrid and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://airbyte.com","question":"Can Airbyte be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Airbyte, including Salesforce, Zendesk, Stripe, HubSpot, Gong, Linear, ActiveCampaign and Azure Blob Storage, plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://airbyte.com","question":"What does Airbyte integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for Airbyte. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Airbyte not holding them. Always confirm compliance directly before you rely on it.","source":"https://trust.airbyte.com","question":"What security certifications does Airbyte have?","confidence":0.7},{"answer":"Airbyte is available worldwide. The vendor is headquartered in the United States.","source":"https://airbyte.com","question":"Where is Airbyte available?","confidence":0.75}],"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:51.897Z","confidence":0.6357143}}]},"factList":[{"attribute":"features.capabilities","value":{"role":"elt","paradigm":"both","python_first":true,"managed_cloud":true,"connector_count":"50+","self_hosted_oss":true,"incremental_runs":true,"reverse_etl_addon":true,"self_hosted_available":true,"managed_cloud_available":true},"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"reliability.status_page","value":true,"provenance":{"source":"https://status.airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.6}},{"attribute":"security.gdpr","value":true,"provenance":{"source":"https://trust.airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.75}},{"attribute":"security.iso27001","value":true,"provenance":{"source":"https://trust.airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.75}},{"attribute":"security.soc2","value":true,"provenance":{"source":"https://trust.airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.75}},{"attribute":"adoption.github_stars","value":22022,"provenance":{"source":"https://github.com/airbytehq/airbyte","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.262Z","confidence":0.9}},{"attribute":"adoption.package_downloads_weekly","value":269893,"provenance":{"source":"https://pypistats.org/packages/airbyte","sourceType":"vioscale-crawler","retrievedAt":"2026-08-26T18:38:07.662Z","confidence":0.85}},{"attribute":"integrations.count","value":50,"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T13:45:32.705Z","confidence":0.6}},{"attribute":"language.primary","value":"Python","provenance":{"source":"https://github.com/airbytehq/airbyte","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.262Z","confidence":0.9}},{"attribute":"platform.support","value":{"cli":true,"web":true},"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"pricing","value":{"type":"hybrid","plans":[{"free":true,"name":"Free (Agents)","summary":"Free","features":["Single user","API and MCP access","Context Store refreshes daily (hourly for first 14 days)","Community and AI support","No overage available"],"minSeats":1,"commitment":"monthly","components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Get started for free before picking a plan","contactSales":false,"includedLimits":{"agent_operations":"1000/mo"}},{"free":false,"name":"Individual (Agents)","summary":"$29/month","features":["Single user","API and MCP access","Context Store with hourly refresh","Standard and AI support","Overage AOs available"],"minSeats":1,"commitment":"monthly","components":[{"kind":"fixed","amount":29,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"AO"},"kind":"metered","amount":0.004,"currency":"USD"}],"description":"For personal use and small scale workflows","contactSales":false,"includedLimits":{"agent_operations":"5000/mo"}},{"free":false,"name":"Team (Agents)","summary":"$299/month","features":["Everything in Individual","Parallel workflow execution","Multiple users and workspaces","Standard and AI support","Overage AOs available"],"commitment":"monthly","components":[{"kind":"fixed","amount":299,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"AO"},"kind":"metered","amount":0.005,"currency":"USD"}],"description":"For teams building agents in production","contactSales":false,"includedLimits":{"agent_operations":"10000/mo"}},{"free":false,"name":"Custom (Agents)","summary":"Custom pricing","features":["Everything in Team","Custom AO limits","Custom Context Store refresh frequency","Dedicated Solutions Architect","Dedicated support with SLA"],"description":"For companies with enterprise needs","contactSales":true},{"free":true,"name":"Core (Data Replication)","summary":"Free (self-managed)","features":["Self-managed","Open source","Always free"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"For data engineering orgs comfortable running open source entirely on their own","contactSales":false},{"free":false,"name":"Standard (Data Replication)","summary":"Starting at $10/month","features":["Fully managed cloud hosting","Volume-based pricing","Quick deployment"],"commitment":"monthly","components":[{"kind":"fixed","amount":10,"period":"month","currency":"USD"}],"description":"For practitioners looking for fully managed software with volume-based pricing","contactSales":false},{"free":false,"name":"Pro (Data Replication)","summary":"Capacity-based pricing (talk to sales)","features":["Fully managed cloud hosting","Capacity-based pricing","Multiple Workspaces","SSO and RBAC","Premium Support","15-minute syncs","Custom mappings"],"description":"For organizations needing scalability, governance, and security","contactSales":true},{"free":false,"name":"Enterprise Flex (Data Replication)","summary":"Custom pricing (talk to sales)","features":["Sovereign data movement inside your boundary","On-premises and multi-region options","Hybrid deployment with Airbyte managed control plane","All Pro features","Premium support"],"description":"For enterprises in regulated industries requiring full control of sovereign data","contactSales":true}],"summary":"Free tier available. Agent pricing from $29/month to $299/month. Data Replication from $10/month to enterprise custom pricing.","currency":"USD","freeTier":true,"sourceUrl":"https://airbyte.com","retrievedAt":"2026-08-05T14:24:37.249Z","startingPrice":{"amount":0.004,"period":"month","currency":"USD"},"billingPeriods":["month"]},"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.6}},{"attribute":"pricing.free_tier","value":true,"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"pricing.model","value":"freemium","provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"pricing.price_level","value":"low","provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"pricing.transparent","value":false,"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"release.cadence_days","value":7,"provenance":{"source":"https://github.com/airbytehq/airbyte/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.262Z","confidence":0.7}},{"attribute":"activity.commits_last_30d","value":100,"provenance":{"source":"https://github.com/airbytehq/airbyte/pulse","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.262Z","confidence":0.65}},{"attribute":"deployment.options","value":{"cloud":true,"hybrid":true,"self_hosted":true},"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"description.long","value":"A data integration platform that consolidates information from business systems into a pre-indexed context layer for AI agents to query and modify efficiently, eliminating redundant API calls and token waste.","provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"market.availability","value":{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]},"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-05T14:24:37.249Z","confidence":0.75}},{"attribute":"integrations.list","value":[{"name":"Salesforce"},{"name":"Zendesk"},{"name":"Stripe"},{"name":"HubSpot"},{"name":"Gong"},{"name":"Linear"},{"name":"ActiveCampaign"},{"name":"Azure Blob Storage"},{"name":"BigQuery"},{"name":"Facebook Marketing"},{"name":"GitHub"},{"name":"GitLab"},{"name":"Google Analytics"},{"name":"Google Drive"},{"name":"Snowflake","native":true,"category":"data_warehouse","direction":"bidirectional"}],"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T09:27:22.416Z","confidence":0.6}},{"attribute":"adoption.dependent_repos","value":7,"provenance":{"source":"https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2Fairbytehq%2Fairbyte","sourceType":"vioscale-crawler","retrievedAt":"2026-08-26T18:38:07.726Z","confidence":0.85}},{"attribute":"security.scorecard","value":4.4,"provenance":{"source":"https://api.securityscorecards.dev/projects/github.com/airbytehq/airbyte","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.308Z","confidence":0.9}},{"attribute":"security.vulnerabilities","value":{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=airbyte-source-typeform&per_page=100","last_12m":0,"max_severity":null},"provenance":{"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=airbyte-source-typeform&per_page=100","sourceType":"vioscale-crawler","retrievedAt":"2026-08-26T18:38:07.730Z","confidence":0.9}},{"attribute":"content.faq","value":[{"answer":"Infrastructure that connects your business systems, pre-indexes and unifies their data, and serves it to AI agents through a managed context layer. Supports both real-time queries and pre-materialized context, with built-in OAuth, connector management, and data activation to operational tools. It is indexed under Data Engineering Tools.","source":"https://airbyte.com","question":"What is Airbyte?","confidence":0.6},{"answer":"Airbyte offers a free tier, so you can start without paying. Paid plans start at $0.00. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://airbyte.com","question":"Is Airbyte free?","confidence":0.6},{"answer":"Airbyte supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://airbyte.com","question":"What platforms does Airbyte support?","confidence":0.6},{"answer":"Yes. Airbyte can be deployed cloud / SaaS, hybrid and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://airbyte.com","question":"Can Airbyte be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Airbyte, including Salesforce, Zendesk, Stripe, HubSpot, Gong, Linear, ActiveCampaign and Azure Blob Storage, plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://airbyte.com","question":"What does Airbyte integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for Airbyte. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Airbyte not holding them. Always confirm compliance directly before you rely on it.","source":"https://trust.airbyte.com","question":"What security certifications does Airbyte have?","confidence":0.7},{"answer":"Airbyte is available worldwide. The vendor is headquartered in the United States.","source":"https://airbyte.com","question":"Where is Airbyte available?","confidence":0.75}],"provenance":{"source":"https://airbyte.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:51.897Z","confidence":0.6357143}},{"attribute":"release.history","value":[{"url":"https://github.com/airbytehq/airbyte/releases/tag/v2.0.0","date":"2025-10-15T21:21:41Z","type":"stable","version":"v2.0.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.8.0","date":"2025-08-14T17:41:49Z","type":"stable","version":"v1.8.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.7.0","date":"2025-06-17T22:23:06Z","type":"stable","version":"v1.7.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.6.0","date":"2025-04-11T20:12:56Z","type":"stable","version":"v1.6.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.5.0","date":"2025-02-21T00:24:02Z","type":"stable","version":"v1.5.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.4.0","date":"2025-01-17T22:40:22Z","type":"stable","version":"v1.4.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.3.0","date":"2024-12-09T22:12:48Z","type":"stable","version":"v1.3.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.2.0","date":"2024-11-07T16:53:11Z","type":"stable","version":"v1.2.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.1.0","date":"2024-10-03T18:26:45Z","type":"stable","version":"v1.1.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v1.0.0","date":"2024-09-24T13:04:18Z","type":"stable","version":"v1.0.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.7","date":"2024-09-18T14:26:43Z","type":"stable","version":"v0.64.7"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.6","date":"2024-09-17T20:24:16Z","type":"stable","version":"v0.64.6"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.5","date":"2024-09-17T17:59:02Z","type":"stable","version":"v0.64.5"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.4","date":"2024-09-13T18:06:35Z","type":"stable","version":"v0.64.4"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.3","date":"2024-09-06T18:23:44Z","type":"stable","version":"v0.64.3"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.2","date":"2024-09-04T23:54:59Z","type":"stable","version":"v0.64.2"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.1","date":"2024-08-30T21:28:25Z","type":"stable","version":"v0.64.1"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.0","date":"2024-08-27T20:47:28Z","type":"stable","version":"v0.64.0"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.63.20","date":"2024-08-27T20:19:13Z","type":"stable","version":"v0.63.20"},{"url":"https://github.com/airbytehq/airbyte/releases/tag/v0.63.19","date":"2024-08-20T18:17:00Z","type":"stable","version":"v0.63.19"}],"provenance":{"source":"https://github.com/airbytehq/airbyte/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:38:26.262Z","confidence":0.7}}],"faq":[{"answer":"Infrastructure that connects your business systems, pre-indexes and unifies their data, and serves it to AI agents through a managed context layer. Supports both real-time queries and pre-materialized context, with built-in OAuth, connector management, and data activation to operational tools. It is indexed under Data Engineering Tools.","source":"https://airbyte.com","question":"What is Airbyte?","confidence":0.6},{"answer":"Airbyte offers a free tier, so you can start without paying. Paid plans start at $0.00. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://airbyte.com","question":"Is Airbyte free?","confidence":0.6},{"answer":"Airbyte supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://airbyte.com","question":"What platforms does Airbyte support?","confidence":0.6},{"answer":"Yes. Airbyte can be deployed cloud / SaaS, hybrid and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://airbyte.com","question":"Can Airbyte be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Airbyte, including Salesforce, Zendesk, Stripe, HubSpot, Gong, Linear, ActiveCampaign and Azure Blob Storage, plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://airbyte.com","question":"What does Airbyte integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for Airbyte. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Airbyte not holding them. Always confirm compliance directly before you rely on it.","source":"https://trust.airbyte.com","question":"What security certifications does Airbyte have?","confidence":0.7},{"answer":"Airbyte is available worldwide. The vendor is headquartered in the United States.","source":"https://airbyte.com","question":"Where is Airbyte available?","confidence":0.75}],"faqSource":"generated","market":{"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[],"primaryMarkets":[],"hqCountry":"US"},"releaseHistory":[{"version":"v2.0.0","date":"2025-10-15T21:21:41Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v2.0.0","type":"stable"},{"version":"v1.8.0","date":"2025-08-14T17:41:49Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v1.8.0","type":"stable"},{"version":"v1.7.0","date":"2025-06-17T22:23:06Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v1.7.0","type":"stable"},{"version":"v1.6.0","date":"2025-04-11T20:12:56Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v1.6.0","type":"stable"},{"version":"v1.5.0","date":"2025-02-21T00:24:02Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v1.5.0","type":"stable"},{"version":"v1.4.0","date":"2025-01-17T22:40:22Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v1.4.0","type":"stable"},{"version":"v1.3.0","date":"2024-12-09T22:12:48Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v1.3.0","type":"stable"},{"version":"v1.2.0","date":"2024-11-07T16:53:11Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v1.2.0","type":"stable"},{"version":"v1.1.0","date":"2024-10-03T18:26:45Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v1.1.0","type":"stable"},{"version":"v1.0.0","date":"2024-09-24T13:04:18Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v1.0.0","type":"stable"},{"version":"v0.64.7","date":"2024-09-18T14:26:43Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.7","type":"stable"},{"version":"v0.64.6","date":"2024-09-17T20:24:16Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.6","type":"stable"},{"version":"v0.64.5","date":"2024-09-17T17:59:02Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.5","type":"stable"},{"version":"v0.64.4","date":"2024-09-13T18:06:35Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.4","type":"stable"},{"version":"v0.64.3","date":"2024-09-06T18:23:44Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.3","type":"stable"},{"version":"v0.64.2","date":"2024-09-04T23:54:59Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.2","type":"stable"},{"version":"v0.64.1","date":"2024-08-30T21:28:25Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.1","type":"stable"},{"version":"v0.64.0","date":"2024-08-27T20:47:28Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v0.64.0","type":"stable"},{"version":"v0.63.20","date":"2024-08-27T20:19:13Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v0.63.20","type":"stable"},{"version":"v0.63.19","date":"2024-08-20T18:17:00Z","url":"https://github.com/airbytehq/airbyte/releases/tag/v0.63.19","type":"stable"}],"integrations":[{"name":"Salesforce"},{"name":"Zendesk"},{"name":"Stripe"},{"name":"HubSpot"},{"name":"Gong"},{"name":"Linear"},{"name":"ActiveCampaign"},{"name":"Azure Blob Storage"},{"name":"BigQuery"},{"name":"Facebook Marketing"},{"name":"GitHub"},{"name":"GitLab"},{"name":"Google Analytics"},{"name":"Google Drive"},{"name":"Snowflake","category":"data_warehouse","direction":"bidirectional","native":true}],"vulnerabilities":{"count":0,"last12m":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=airbyte-source-typeform&per_page=100"},"claimed":false,"updatedAt":"2026-09-14T09:33:31.739Z","formats":{"json":"https://www.vioscale.ai/api/v1/software/airbyte","markdown":"https://www.vioscale.ai/software/airbyte.md","html":"https://www.vioscale.ai/software/airbyte"}},"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-09-21T01:30:23.034Z","disclaimer":"Independent, evidence-based. Every fact carries provenance."}}