{"adoption": {"forks": 338, "observed_at": "2026-08-28T04:06:37.477450+00:00", "stars": 2326}, "canonical_url": "https://ross.abutalabs.com/products/mentraos", "card": {"archived": false, "artifact_type": "framework", "description": "MentraOS is the leading smart glasses OS. See live captions, stream your view, talk to AI, and capture photos hands-free on compatible glasses.", "domain": ["hardware", "artificial-intelligence", "developer-tools", "cross-platform", "accessibility"], "enriched": true, "function": ["sdk", "speech-recognition", "tts", "agent-framework", "chatbot", "mobile-framework", "websocket", "middleware"], "health_score": 100, "homepage": "https://Mentraglass.com", "language": null, "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["Mentra-Community/MentraOS"], "name": "Mentra-Community/MentraOS", "platform": ["cross-platform", "cloud"], "pushed_at": "2026-08-26T21:31:59+00:00", "repo": "Mentra-Community/MentraOS", "stars": 2326, "tags": ["smart-glasses", "wearable-os", "augmented-reality", "hands-free", "live-captions", "miniapps", "bluetooth-sdk", "open-source-hardware", "wearables", "ai-agents", "android", "ios", "typescript", "react-native"], "topics": ["activelook", "conversational-ai", "smart-glasses", "smartglasses", "vuzix", "wearable", "wearables", "rayneo", "vuzix-shield", "vuzix-ultralite", "even-realities", "even-realities-g1", "mentra", "mentra-live"], "urls": [], "use_cases": ["build apps for smart glasses without handling device-specific pairing and streaming", "add live captions for deaf or hard-of-hearing users on glasses", "create hands-free AI copilots for technicians and field workers", "stream the wearer's point of view for remote support video calls", "capture photos and document work hands-free with a camera on glasses", "write one miniapp that runs on multiple brands of smart glasses", "integrate Mentra Live glasses into an existing Android or iOS app"], "what_it_is": "MentraOS is an open-source operating system and development platform for smart glasses, providing pairing, connection management, data streaming, and hardware access across multiple glasses models. It includes a Miniapp SDK and Bluetooth SDK so developers can build apps with live captions, AI conversations, photo capture, and livestreaming on compatible hardware.", "when_to_avoid": ["your glasses model is not on the supported hardware list", "you need a fully custom low-level firmware or embedded OS for your own hardware", "you only target a single vendor's closed ecosystem like Meta or Apple Vision Pro"], "when_to_choose": ["you want a write-once-run-on-any-glasses platform with an MIT license", "you are building AI assistant or transcription experiences for wearables", "you need enterprise smart glasses deployments for field operations", "you want full open-source control over your glasses OS and data"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/mentraos", "repo": "Mentra-Community/MentraOS", "role": "main", "score": 94}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:38:15.076536+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "12eddcf78570d18b4e2a6252b23c306ad27d0ddce3f32d51b7cccddb0aa0f26c", "fetched_at": "2026-08-28T04:06:37.477450+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Mentra-Community/MentraOS"}, {"content_hash": "6dc1376f043d3e1599e48a16640d26cde158dc1e6657f3fea6f2e7cf83892899", "fetched_at": "2026-08-29T10:19:01.856857+00:00", "kind": "homepage", "missing": false, "url": "https://Mentraglass.com"}, {"content_hash": "ddba063d783bfc490b9b72d65eb034be51c370d37cd3b20ca548a241e9117b50", "fetched_at": "2026-08-29T10:19:01.859364+00:00", "kind": "site_page", "missing": false, "url": "https://mentraglass.com/about"}, {"content_hash": "479ac8fb8c29308c0474e29501e40357f1ec77a017377319abe99ddd82fba76a", "fetched_at": "2026-08-29T10:19:01.861205+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mentraglass.com"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:38:15.076536+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "12eddcf78570d18b4e2a6252b23c306ad27d0ddce3f32d51b7cccddb0aa0f26c", "fetched_at": "2026-08-28T04:06:37.477450+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Mentra-Community/MentraOS"}, {"content_hash": "6dc1376f043d3e1599e48a16640d26cde158dc1e6657f3fea6f2e7cf83892899", "fetched_at": "2026-08-29T10:19:01.856857+00:00", "kind": "homepage", "missing": false, "url": "https://Mentraglass.com"}, {"content_hash": "ddba063d783bfc490b9b72d65eb034be51c370d37cd3b20ca548a241e9117b50", "fetched_at": "2026-08-29T10:19:01.859364+00:00", "kind": "site_page", "missing": false, "url": "https://mentraglass.com/about"}, {"content_hash": "479ac8fb8c29308c0474e29501e40357f1ec77a017377319abe99ddd82fba76a", "fetched_at": "2026-08-29T10:19:01.861205+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mentraglass.com"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:38:15.076536+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "12eddcf78570d18b4e2a6252b23c306ad27d0ddce3f32d51b7cccddb0aa0f26c", "fetched_at": "2026-08-28T04:06:37.477450+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Mentra-Community/MentraOS"}, {"content_hash": "6dc1376f043d3e1599e48a16640d26cde158dc1e6657f3fea6f2e7cf83892899", "fetched_at": "2026-08-29T10:19:01.856857+00:00", "kind": "homepage", "missing": false, "url": "https://Mentraglass.com"}, {"content_hash": "ddba063d783bfc490b9b72d65eb034be51c370d37cd3b20ca548a241e9117b50", "fetched_at": "2026-08-29T10:19:01.859364+00:00", "kind": "site_page", "missing": false, "url": "https://mentraglass.com/about"}, {"content_hash": "479ac8fb8c29308c0474e29501e40357f1ec77a017377319abe99ddd82fba76a", "fetched_at": "2026-08-29T10:19:01.861205+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mentraglass.com"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:38:15.076536+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "12eddcf78570d18b4e2a6252b23c306ad27d0ddce3f32d51b7cccddb0aa0f26c", "fetched_at": "2026-08-28T04:06:37.477450+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Mentra-Community/MentraOS"}, {"content_hash": "6dc1376f043d3e1599e48a16640d26cde158dc1e6657f3fea6f2e7cf83892899", "fetched_at": "2026-08-29T10:19:01.856857+00:00", "kind": "homepage", "missing": false, "url": "https://Mentraglass.com"}, {"content_hash": "ddba063d783bfc490b9b72d65eb034be51c370d37cd3b20ca548a241e9117b50", "fetched_at": "2026-08-29T10:19:01.859364+00:00", "kind": "site_page", "missing": false, "url": "https://mentraglass.com/about"}, {"content_hash": "479ac8fb8c29308c0474e29501e40357f1ec77a017377319abe99ddd82fba76a", "fetched_at": "2026-08-29T10:19:01.861205+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mentraglass.com"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:38:15.076536+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "12eddcf78570d18b4e2a6252b23c306ad27d0ddce3f32d51b7cccddb0aa0f26c", "fetched_at": "2026-08-28T04:06:37.477450+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Mentra-Community/MentraOS"}, {"content_hash": "6dc1376f043d3e1599e48a16640d26cde158dc1e6657f3fea6f2e7cf83892899", "fetched_at": "2026-08-29T10:19:01.856857+00:00", "kind": "homepage", "missing": false, "url": "https://Mentraglass.com"}, {"content_hash": "ddba063d783bfc490b9b72d65eb034be51c370d37cd3b20ca548a241e9117b50", "fetched_at": "2026-08-29T10:19:01.859364+00:00", "kind": "site_page", "missing": false, "url": "https://mentraglass.com/about"}, {"content_hash": "479ac8fb8c29308c0474e29501e40357f1ec77a017377319abe99ddd82fba76a", "fetched_at": "2026-08-29T10:19:01.861205+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mentraglass.com"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:38:15.076536+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "12eddcf78570d18b4e2a6252b23c306ad27d0ddce3f32d51b7cccddb0aa0f26c", "fetched_at": "2026-08-28T04:06:37.477450+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Mentra-Community/MentraOS"}, {"content_hash": "6dc1376f043d3e1599e48a16640d26cde158dc1e6657f3fea6f2e7cf83892899", "fetched_at": "2026-08-29T10:19:01.856857+00:00", "kind": "homepage", "missing": false, "url": "https://Mentraglass.com"}, {"content_hash": "ddba063d783bfc490b9b72d65eb034be51c370d37cd3b20ca548a241e9117b50", "fetched_at": "2026-08-29T10:19:01.859364+00:00", "kind": "site_page", "missing": false, "url": "https://mentraglass.com/about"}, {"content_hash": "479ac8fb8c29308c0474e29501e40357f1ec77a017377319abe99ddd82fba76a", "fetched_at": "2026-08-29T10:19:01.861205+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mentraglass.com"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:37.477450+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:38:15.076536+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "12eddcf78570d18b4e2a6252b23c306ad27d0ddce3f32d51b7cccddb0aa0f26c", "fetched_at": "2026-08-28T04:06:37.477450+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Mentra-Community/MentraOS"}, {"content_hash": "6dc1376f043d3e1599e48a16640d26cde158dc1e6657f3fea6f2e7cf83892899", "fetched_at": "2026-08-29T10:19:01.856857+00:00", "kind": "homepage", "missing": false, "url": "https://Mentraglass.com"}, {"content_hash": "ddba063d783bfc490b9b72d65eb034be51c370d37cd3b20ca548a241e9117b50", "fetched_at": "2026-08-29T10:19:01.859364+00:00", "kind": "site_page", "missing": false, "url": "https://mentraglass.com/about"}, {"content_hash": "479ac8fb8c29308c0474e29501e40357f1ec77a017377319abe99ddd82fba76a", "fetched_at": "2026-08-29T10:19:01.861205+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mentraglass.com"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:38:15.076536+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "12eddcf78570d18b4e2a6252b23c306ad27d0ddce3f32d51b7cccddb0aa0f26c", "fetched_at": "2026-08-28T04:06:37.477450+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Mentra-Community/MentraOS"}, {"content_hash": "6dc1376f043d3e1599e48a16640d26cde158dc1e6657f3fea6f2e7cf83892899", "fetched_at": "2026-08-29T10:19:01.856857+00:00", "kind": "homepage", "missing": false, "url": "https://Mentraglass.com"}, {"content_hash": "ddba063d783bfc490b9b72d65eb034be51c370d37cd3b20ca548a241e9117b50", "fetched_at": "2026-08-29T10:19:01.859364+00:00", "kind": "site_page", "missing": false, "url": "https://mentraglass.com/about"}, {"content_hash": "479ac8fb8c29308c0474e29501e40357f1ec77a017377319abe99ddd82fba76a", "fetched_at": "2026-08-29T10:19:01.861205+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mentraglass.com"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:38:15.076536+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "12eddcf78570d18b4e2a6252b23c306ad27d0ddce3f32d51b7cccddb0aa0f26c", "fetched_at": "2026-08-28T04:06:37.477450+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Mentra-Community/MentraOS"}, {"content_hash": "6dc1376f043d3e1599e48a16640d26cde158dc1e6657f3fea6f2e7cf83892899", "fetched_at": "2026-08-29T10:19:01.856857+00:00", "kind": "homepage", "missing": false, "url": "https://Mentraglass.com"}, {"content_hash": "ddba063d783bfc490b9b72d65eb034be51c370d37cd3b20ca548a241e9117b50", "fetched_at": "2026-08-29T10:19:01.859364+00:00", "kind": "site_page", "missing": false, "url": "https://mentraglass.com/about"}, {"content_hash": "479ac8fb8c29308c0474e29501e40357f1ec77a017377319abe99ddd82fba76a", "fetched_at": "2026-08-29T10:19:01.861205+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mentraglass.com"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:38:15.076536+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "12eddcf78570d18b4e2a6252b23c306ad27d0ddce3f32d51b7cccddb0aa0f26c", "fetched_at": "2026-08-28T04:06:37.477450+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Mentra-Community/MentraOS"}, {"content_hash": "6dc1376f043d3e1599e48a16640d26cde158dc1e6657f3fea6f2e7cf83892899", "fetched_at": "2026-08-29T10:19:01.856857+00:00", "kind": "homepage", "missing": false, "url": "https://Mentraglass.com"}, {"content_hash": "ddba063d783bfc490b9b72d65eb034be51c370d37cd3b20ca548a241e9117b50", "fetched_at": "2026-08-29T10:19:01.859364+00:00", "kind": "site_page", "missing": false, "url": "https://mentraglass.com/about"}, {"content_hash": "479ac8fb8c29308c0474e29501e40357f1ec77a017377319abe99ddd82fba76a", "fetched_at": "2026-08-29T10:19:01.861205+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mentraglass.com"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 79, "rhythm": 95}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1117, "days_push": 7, "days_rel": 38, "gap_med": 9, "n_releases_24m": 46}, "score": 94, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}