{"adoption": {"forks": 980, "observed_at": "2026-08-28T04:10:28.521497+00:00", "stars": 9127}, "canonical_url": "https://ross.abutalabs.com/products/mobilerun", "card": {"archived": false, "artifact_type": "framework", "description": "Automate your mobile devices with natural language commands - an LLM agnostic mobile Agent 🤖", "domain": ["mobile-development", "large-language-models", "developer-tools"], "enriched": true, "function": ["agent-framework", "workflow-automation", "llm-inference", "cli", "sdk", "mcp"], "health_score": 100, "homepage": "https://mobilerun.ai/framework", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["droidrun/mobilerun"], "name": "droidrun/mobilerun", "platform": ["python", "cli", "cross-platform"], "pushed_at": "2026-08-25T11:05:21+00:00", "repo": "droidrun/mobilerun", "stars": 9127, "tags": ["mobile-automation", "android-automation", "llm-agent", "adb", "device-control", "ui-automation", "mobile-testing", "data-extraction", "ai-agents", "automation", "android", "ios"], "topics": ["ai-agents", "android", "android-automation", "hacktoberfest", "mobile-automation"], "urls": [], "use_cases": ["automate android apps with natural language commands", "control an iphone with an llm agent", "write mobile app tests in plain english instead of appium", "scrape data from mobile apps without a public api", "run multi-step workflows across mobile apps", "give claude or cursor control of a real phone via mcp"], "what_it_is": "Mobilerun is an open-source Python framework for controlling Android and iOS devices with LLM-powered agents using natural language commands. It provides mobile-native tools for tapping, swiping, typing, and inspecting UI state, with a CLI, Python API, and an optional hosted cloud service.", "when_to_avoid": ["you only need web browser automation rather than native mobile apps", "you need a fully free solution and cannot afford LLM API costs or the hosted device cloud", "you require deterministic, script-based mobile testing without LLM nondeterminism", "your target platform is desktop or non-mobile"], "when_to_choose": ["you need to automate tasks on real Android or iOS devices with an LLM agent", "you want an LLM-agnostic framework where you can swap providers like OpenAI, Anthropic, Gemini, or Ollama", "you want to self-host automation against your own device over adb", "you need mobile app testing or data extraction without public APIs"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/mobilerun", "repo": "droidrun/mobilerun", "role": "main", "score": 86}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:23:25.330987+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef28dfdd9717799c4a392c54d820470e3030f8236a4cb0b7726610314cdff8b", "fetched_at": "2026-08-28T04:10:28.521497+00:00", "kind": "readme", "missing": false, "url": "https://github.com/droidrun/mobilerun"}, {"content_hash": "1f981f98514205e504698a2b8303e0653dc338108003957f00c04242d0dec4c6", "fetched_at": "2026-08-29T08:23:38.379452+00:00", "kind": "homepage", "missing": false, "url": "https://mobilerun.ai/framework"}, {"content_hash": "fd36d11d4dd9c24494606d9a993a445306ba8b8f5d628ad9fb921d9fef3d554f", "fetched_at": "2026-08-29T08:23:38.390790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mobilerun.ai"}, {"content_hash": "02c5fbf902c62ecd4f4345e2d37ef03174c4c59e9c2c9cf055717ecdae9b87c3", "fetched_at": "2026-08-29T08:23:38.397332+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mobilerun/json"}, {"content_hash": "44abe62654d2989661af23fde1c43ef00ce93eedf09fad36801e882c7df1efb1", "fetched_at": "2026-08-29T08:23:38.388730+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/pricing"}, {"content_hash": "c1a59b9e41b18ae8f9077c18c0c881296f7b0eb36c80b27cea28c057f6387a0c", "fetched_at": "2026-08-29T08:23:38.392780+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/changelog"}, {"content_hash": "30cc6f4e96990f5651d80872261783a86019fddd33a8a1d934b6b85e2a26efdc", "fetched_at": "2026-08-29T08:23:38.395039+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/integrations"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:23:25.330987+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef28dfdd9717799c4a392c54d820470e3030f8236a4cb0b7726610314cdff8b", "fetched_at": "2026-08-28T04:10:28.521497+00:00", "kind": "readme", "missing": false, "url": "https://github.com/droidrun/mobilerun"}, {"content_hash": "1f981f98514205e504698a2b8303e0653dc338108003957f00c04242d0dec4c6", "fetched_at": "2026-08-29T08:23:38.379452+00:00", "kind": "homepage", "missing": false, "url": "https://mobilerun.ai/framework"}, {"content_hash": "fd36d11d4dd9c24494606d9a993a445306ba8b8f5d628ad9fb921d9fef3d554f", "fetched_at": "2026-08-29T08:23:38.390790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mobilerun.ai"}, {"content_hash": "02c5fbf902c62ecd4f4345e2d37ef03174c4c59e9c2c9cf055717ecdae9b87c3", "fetched_at": "2026-08-29T08:23:38.397332+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mobilerun/json"}, {"content_hash": "44abe62654d2989661af23fde1c43ef00ce93eedf09fad36801e882c7df1efb1", "fetched_at": "2026-08-29T08:23:38.388730+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/pricing"}, {"content_hash": "c1a59b9e41b18ae8f9077c18c0c881296f7b0eb36c80b27cea28c057f6387a0c", "fetched_at": "2026-08-29T08:23:38.392780+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/changelog"}, {"content_hash": "30cc6f4e96990f5651d80872261783a86019fddd33a8a1d934b6b85e2a26efdc", "fetched_at": "2026-08-29T08:23:38.395039+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/integrations"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:23:25.330987+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef28dfdd9717799c4a392c54d820470e3030f8236a4cb0b7726610314cdff8b", "fetched_at": "2026-08-28T04:10:28.521497+00:00", "kind": "readme", "missing": false, "url": "https://github.com/droidrun/mobilerun"}, {"content_hash": "1f981f98514205e504698a2b8303e0653dc338108003957f00c04242d0dec4c6", "fetched_at": "2026-08-29T08:23:38.379452+00:00", "kind": "homepage", "missing": false, "url": "https://mobilerun.ai/framework"}, {"content_hash": "fd36d11d4dd9c24494606d9a993a445306ba8b8f5d628ad9fb921d9fef3d554f", "fetched_at": "2026-08-29T08:23:38.390790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mobilerun.ai"}, {"content_hash": "02c5fbf902c62ecd4f4345e2d37ef03174c4c59e9c2c9cf055717ecdae9b87c3", "fetched_at": "2026-08-29T08:23:38.397332+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mobilerun/json"}, {"content_hash": "44abe62654d2989661af23fde1c43ef00ce93eedf09fad36801e882c7df1efb1", "fetched_at": "2026-08-29T08:23:38.388730+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/pricing"}, {"content_hash": "c1a59b9e41b18ae8f9077c18c0c881296f7b0eb36c80b27cea28c057f6387a0c", "fetched_at": "2026-08-29T08:23:38.392780+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/changelog"}, {"content_hash": "30cc6f4e96990f5651d80872261783a86019fddd33a8a1d934b6b85e2a26efdc", "fetched_at": "2026-08-29T08:23:38.395039+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/integrations"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:23:25.330987+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef28dfdd9717799c4a392c54d820470e3030f8236a4cb0b7726610314cdff8b", "fetched_at": "2026-08-28T04:10:28.521497+00:00", "kind": "readme", "missing": false, "url": "https://github.com/droidrun/mobilerun"}, {"content_hash": "1f981f98514205e504698a2b8303e0653dc338108003957f00c04242d0dec4c6", "fetched_at": "2026-08-29T08:23:38.379452+00:00", "kind": "homepage", "missing": false, "url": "https://mobilerun.ai/framework"}, {"content_hash": "fd36d11d4dd9c24494606d9a993a445306ba8b8f5d628ad9fb921d9fef3d554f", "fetched_at": "2026-08-29T08:23:38.390790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mobilerun.ai"}, {"content_hash": "02c5fbf902c62ecd4f4345e2d37ef03174c4c59e9c2c9cf055717ecdae9b87c3", "fetched_at": "2026-08-29T08:23:38.397332+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mobilerun/json"}, {"content_hash": "44abe62654d2989661af23fde1c43ef00ce93eedf09fad36801e882c7df1efb1", "fetched_at": "2026-08-29T08:23:38.388730+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/pricing"}, {"content_hash": "c1a59b9e41b18ae8f9077c18c0c881296f7b0eb36c80b27cea28c057f6387a0c", "fetched_at": "2026-08-29T08:23:38.392780+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/changelog"}, {"content_hash": "30cc6f4e96990f5651d80872261783a86019fddd33a8a1d934b6b85e2a26efdc", "fetched_at": "2026-08-29T08:23:38.395039+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/integrations"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:23:25.330987+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef28dfdd9717799c4a392c54d820470e3030f8236a4cb0b7726610314cdff8b", "fetched_at": "2026-08-28T04:10:28.521497+00:00", "kind": "readme", "missing": false, "url": "https://github.com/droidrun/mobilerun"}, {"content_hash": "1f981f98514205e504698a2b8303e0653dc338108003957f00c04242d0dec4c6", "fetched_at": "2026-08-29T08:23:38.379452+00:00", "kind": "homepage", "missing": false, "url": "https://mobilerun.ai/framework"}, {"content_hash": "fd36d11d4dd9c24494606d9a993a445306ba8b8f5d628ad9fb921d9fef3d554f", "fetched_at": "2026-08-29T08:23:38.390790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mobilerun.ai"}, {"content_hash": "02c5fbf902c62ecd4f4345e2d37ef03174c4c59e9c2c9cf055717ecdae9b87c3", "fetched_at": "2026-08-29T08:23:38.397332+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mobilerun/json"}, {"content_hash": "44abe62654d2989661af23fde1c43ef00ce93eedf09fad36801e882c7df1efb1", "fetched_at": "2026-08-29T08:23:38.388730+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/pricing"}, {"content_hash": "c1a59b9e41b18ae8f9077c18c0c881296f7b0eb36c80b27cea28c057f6387a0c", "fetched_at": "2026-08-29T08:23:38.392780+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/changelog"}, {"content_hash": "30cc6f4e96990f5651d80872261783a86019fddd33a8a1d934b6b85e2a26efdc", "fetched_at": "2026-08-29T08:23:38.395039+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/integrations"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:23:25.330987+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef28dfdd9717799c4a392c54d820470e3030f8236a4cb0b7726610314cdff8b", "fetched_at": "2026-08-28T04:10:28.521497+00:00", "kind": "readme", "missing": false, "url": "https://github.com/droidrun/mobilerun"}, {"content_hash": "1f981f98514205e504698a2b8303e0653dc338108003957f00c04242d0dec4c6", "fetched_at": "2026-08-29T08:23:38.379452+00:00", "kind": "homepage", "missing": false, "url": "https://mobilerun.ai/framework"}, {"content_hash": "fd36d11d4dd9c24494606d9a993a445306ba8b8f5d628ad9fb921d9fef3d554f", "fetched_at": "2026-08-29T08:23:38.390790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mobilerun.ai"}, {"content_hash": "02c5fbf902c62ecd4f4345e2d37ef03174c4c59e9c2c9cf055717ecdae9b87c3", "fetched_at": "2026-08-29T08:23:38.397332+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mobilerun/json"}, {"content_hash": "44abe62654d2989661af23fde1c43ef00ce93eedf09fad36801e882c7df1efb1", "fetched_at": "2026-08-29T08:23:38.388730+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/pricing"}, {"content_hash": "c1a59b9e41b18ae8f9077c18c0c881296f7b0eb36c80b27cea28c057f6387a0c", "fetched_at": "2026-08-29T08:23:38.392780+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/changelog"}, {"content_hash": "30cc6f4e96990f5651d80872261783a86019fddd33a8a1d934b6b85e2a26efdc", "fetched_at": "2026-08-29T08:23:38.395039+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/integrations"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.521497+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:23:25.330987+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef28dfdd9717799c4a392c54d820470e3030f8236a4cb0b7726610314cdff8b", "fetched_at": "2026-08-28T04:10:28.521497+00:00", "kind": "readme", "missing": false, "url": "https://github.com/droidrun/mobilerun"}, {"content_hash": "1f981f98514205e504698a2b8303e0653dc338108003957f00c04242d0dec4c6", "fetched_at": "2026-08-29T08:23:38.379452+00:00", "kind": "homepage", "missing": false, "url": "https://mobilerun.ai/framework"}, {"content_hash": "fd36d11d4dd9c24494606d9a993a445306ba8b8f5d628ad9fb921d9fef3d554f", "fetched_at": "2026-08-29T08:23:38.390790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mobilerun.ai"}, {"content_hash": "02c5fbf902c62ecd4f4345e2d37ef03174c4c59e9c2c9cf055717ecdae9b87c3", "fetched_at": "2026-08-29T08:23:38.397332+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mobilerun/json"}, {"content_hash": "44abe62654d2989661af23fde1c43ef00ce93eedf09fad36801e882c7df1efb1", "fetched_at": "2026-08-29T08:23:38.388730+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/pricing"}, {"content_hash": "c1a59b9e41b18ae8f9077c18c0c881296f7b0eb36c80b27cea28c057f6387a0c", "fetched_at": "2026-08-29T08:23:38.392780+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/changelog"}, {"content_hash": "30cc6f4e96990f5651d80872261783a86019fddd33a8a1d934b6b85e2a26efdc", "fetched_at": "2026-08-29T08:23:38.395039+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/integrations"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:23:25.330987+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef28dfdd9717799c4a392c54d820470e3030f8236a4cb0b7726610314cdff8b", "fetched_at": "2026-08-28T04:10:28.521497+00:00", "kind": "readme", "missing": false, "url": "https://github.com/droidrun/mobilerun"}, {"content_hash": "1f981f98514205e504698a2b8303e0653dc338108003957f00c04242d0dec4c6", "fetched_at": "2026-08-29T08:23:38.379452+00:00", "kind": "homepage", "missing": false, "url": "https://mobilerun.ai/framework"}, {"content_hash": "fd36d11d4dd9c24494606d9a993a445306ba8b8f5d628ad9fb921d9fef3d554f", "fetched_at": "2026-08-29T08:23:38.390790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mobilerun.ai"}, {"content_hash": "02c5fbf902c62ecd4f4345e2d37ef03174c4c59e9c2c9cf055717ecdae9b87c3", "fetched_at": "2026-08-29T08:23:38.397332+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mobilerun/json"}, {"content_hash": "44abe62654d2989661af23fde1c43ef00ce93eedf09fad36801e882c7df1efb1", "fetched_at": "2026-08-29T08:23:38.388730+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/pricing"}, {"content_hash": "c1a59b9e41b18ae8f9077c18c0c881296f7b0eb36c80b27cea28c057f6387a0c", "fetched_at": "2026-08-29T08:23:38.392780+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/changelog"}, {"content_hash": "30cc6f4e96990f5651d80872261783a86019fddd33a8a1d934b6b85e2a26efdc", "fetched_at": "2026-08-29T08:23:38.395039+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/integrations"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:23:25.330987+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef28dfdd9717799c4a392c54d820470e3030f8236a4cb0b7726610314cdff8b", "fetched_at": "2026-08-28T04:10:28.521497+00:00", "kind": "readme", "missing": false, "url": "https://github.com/droidrun/mobilerun"}, {"content_hash": "1f981f98514205e504698a2b8303e0653dc338108003957f00c04242d0dec4c6", "fetched_at": "2026-08-29T08:23:38.379452+00:00", "kind": "homepage", "missing": false, "url": "https://mobilerun.ai/framework"}, {"content_hash": "fd36d11d4dd9c24494606d9a993a445306ba8b8f5d628ad9fb921d9fef3d554f", "fetched_at": "2026-08-29T08:23:38.390790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mobilerun.ai"}, {"content_hash": "02c5fbf902c62ecd4f4345e2d37ef03174c4c59e9c2c9cf055717ecdae9b87c3", "fetched_at": "2026-08-29T08:23:38.397332+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mobilerun/json"}, {"content_hash": "44abe62654d2989661af23fde1c43ef00ce93eedf09fad36801e882c7df1efb1", "fetched_at": "2026-08-29T08:23:38.388730+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/pricing"}, {"content_hash": "c1a59b9e41b18ae8f9077c18c0c881296f7b0eb36c80b27cea28c057f6387a0c", "fetched_at": "2026-08-29T08:23:38.392780+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/changelog"}, {"content_hash": "30cc6f4e96990f5651d80872261783a86019fddd33a8a1d934b6b85e2a26efdc", "fetched_at": "2026-08-29T08:23:38.395039+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/integrations"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:23:25.330987+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6ef28dfdd9717799c4a392c54d820470e3030f8236a4cb0b7726610314cdff8b", "fetched_at": "2026-08-28T04:10:28.521497+00:00", "kind": "readme", "missing": false, "url": "https://github.com/droidrun/mobilerun"}, {"content_hash": "1f981f98514205e504698a2b8303e0653dc338108003957f00c04242d0dec4c6", "fetched_at": "2026-08-29T08:23:38.379452+00:00", "kind": "homepage", "missing": false, "url": "https://mobilerun.ai/framework"}, {"content_hash": "fd36d11d4dd9c24494606d9a993a445306ba8b8f5d628ad9fb921d9fef3d554f", "fetched_at": "2026-08-29T08:23:38.390790+00:00", "kind": "site_page", "missing": false, "url": "https://docs.mobilerun.ai"}, {"content_hash": "02c5fbf902c62ecd4f4345e2d37ef03174c4c59e9c2c9cf055717ecdae9b87c3", "fetched_at": "2026-08-29T08:23:38.397332+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mobilerun/json"}, {"content_hash": "44abe62654d2989661af23fde1c43ef00ce93eedf09fad36801e882c7df1efb1", "fetched_at": "2026-08-29T08:23:38.388730+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/pricing"}, {"content_hash": "c1a59b9e41b18ae8f9077c18c0c881296f7b0eb36c80b27cea28c057f6387a0c", "fetched_at": "2026-08-29T08:23:38.392780+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/changelog"}, {"content_hash": "30cc6f4e96990f5651d80872261783a86019fddd33a8a1d934b6b85e2a26efdc", "fetched_at": "2026-08-29T08:23:38.395039+00:00", "kind": "site_page", "missing": false, "url": "https://mobilerun.ai/integrations"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 36, "rhythm": 98}, "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": 508, "days_push": 8, "days_rel": 19, "gap_med": 3.0, "n_releases_24m": 59}, "score": 86, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}