{"data":{"slug":"simular-ai-agent-s","name":"Agent-S","tagline":"Agent S: an open agentic framework that uses computers like a human","github_url":"https://github.com/simular-ai/Agent-S","owner":"simular-ai","repo":"Agent-S","owner_avatar_url":"https://avatars.githubusercontent.com/u/99358647?v=4","primary_language":"Python","stars":12174,"forks":1423,"topics":["agent-computer-interface","ai-agents","computer-automation","computer-use","computer-use-agent","cua","grounding","gui-agents","in-context-reinforcement-learning","memory","mllm","planning","retrieval-augmented-generation"],"archived":false,"github_pushed_at":"2026-08-01T03:31:09+00:00","maintenance_label":"Active","stars_delta_30d":132,"url":"https://www.graphcanon.com/tools/simular-ai-agent-s","markdown_url":"https://www.graphcanon.com/tools/simular-ai-agent-s.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/simular-ai-agent-s","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=simular-ai-agent-s","description":"Agent S: an open agentic framework that uses computers like a human","homepage_url":"https://www.simular.ai","license":"Apache-2.0","open_issues":40,"watchers":89,"ai_summary":"An AI-driven agent framework designed for computer automation and interfacing, featuring in-context reinforcement learning and memory functionalities.","readme_excerpt":"### Installation\nTo install Agent S3 without cloning the repository, run\n```bash\npip install gui-agents\n```\nIf you would like to test Agent S3 while making changes, clone the repository and install using\n```\npip install -e .\n```\n\nDon't forget to also `brew install tesseract`! Pytesseract requires this extra installation to work.","github_created_at":"2024-10-09T15:43:12+00:00","created_at":"2026-07-07T17:41:12.962107+00:00","updated_at":"2026-08-20T06:00:59.516333+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"}],"tags":[{"slug":"agent-computer-interface","name":"agent-computer-interface"},{"slug":"ai-agents","name":"ai-agents"},{"slug":"computer-automation","name":"computer-automation"},{"slug":"in-context-reinforcement-learning","name":"in-context-reinforcement-learning"},{"slug":"memory","name":"memory"},{"slug":"planning","name":"planning"}],"trust":{"provenance":{"is_fork":false,"github_id":870189331,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-20T06:00:58.751Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":0,"days_since_push":19,"last_release_at":"2025-12-16T17:38:14Z","stars_delta_30d":132,"open_issues_delta_30d":4},"security_summary":{"status":"ok","scanner":"osv@v1","low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:18:33.839Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-20T06:00:59.198Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-08-20T06:00:59.198Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-08-20T06:00:59.198Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["If your project involves computer automation tasks that are similar to human-like interactions, including GUI tasks or those requiring grounding in a context-based environment, Agent-S provides an agn"],"when_not_to_use":["Avoid using Agent-S if your project is heavily language-focused and does not involve significant interaction with the computer interface for tasks such as GUI manipulation. Competitors may specialize"],"source":"enrich:decision_facts","observed_at":"2026-07-11T15:34:11.340Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Decision-Critical Facts for Agent-S"}]}}