{"data":{"slug":"agentscope-ai-agentscope","name":"agentscope","tagline":"Build and run agents you can see, understand and trust.","github_url":"https://github.com/agentscope-ai/agentscope","owner":"agentscope-ai","repo":"agentscope","owner_avatar_url":"https://avatars.githubusercontent.com/u/211762292?v=4","primary_language":"Python","stars":31912,"forks":3517,"topics":["agent","chatbot","large-language-models","llm","llm-agent","mcp","multi-agent","multi-modal","react-agent","realtime-agent","voice-agent","voice-assistant"],"archived":false,"github_pushed_at":"2026-09-18T07:47:31+00:00","maintenance_label":"Very active","stars_delta_30d":2939,"url":"https://www.graphcanon.com/tools/agentscope-ai-agentscope","markdown_url":"https://www.graphcanon.com/tools/agentscope-ai-agentscope.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/agentscope-ai-agentscope","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=agentscope-ai-agentscope","description":"Build and run agents you can see, understand and trust.","homepage_url":"https://docs.agentscope.io/","license":"Apache-2.0","open_issues":374,"watchers":161,"ai_summary":"A Python-based framework for developing and running agents, including chatbots and voice assistants, with support for large language models and multi-modal capabilities.","readme_excerpt":"### Installation\n\n> AgentScope requires **Python 3.11** or higher.\n\n#### From PyPI\n\n```bash\nuv pip install agentscope\n```\n\n#### From source\n\n```bash\n\n---\n\n# Install the package in editable mode\ncd agentscope\n\nuv pip install -e .\n```\n\n---\n\n## License\n\nAgentScope is released under Apache License 2.0.","github_created_at":"2024-01-12T03:41:59+00:00","created_at":"2026-07-07T17:32:26.081776+00:00","updated_at":"2026-09-20T04:32:51.991794+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"}],"tags":[{"slug":"agent","name":"agent"},{"slug":"chatbot","name":"chatbot"},{"slug":"large-language-models","name":"large-language-models"},{"slug":"llm","name":"llm"},{"slug":"llm-agent","name":"llm-agent"},{"slug":"mcp","name":"mcp"},{"slug":"multi-agent","name":"multi-agent"},{"slug":"multi-modal","name":"multi-modal"}],"trust":{"provenance":{"is_fork":false,"github_id":742244656,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-18T08:43:06.025Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":8,"days_since_push":0,"last_release_at":"2026-09-08T13:12:10Z","stars_delta_30d":2939,"open_issues_delta_30d":20},"security_summary":{"status":"ok","scanner":"mcp_manifest@v1","low_count":0,"high_count":0,"last_scan_at":"2026-09-18T08:43:08.701Z","medium_count":0,"scan_profile":"mcp_manifest","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-18T08:43:04.809Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-09-18T08:43:04.809Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-09-18T08:43:04.809Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":{"notes":["Requires Python 3.11 or higher."],"min_ram_gb":null,"requires_docker":false},"constraints":{"min_ram_gb":null,"requires_docker":false},"when_to_use":["When you need a framework that supports large language models and multi-modal capabilities for building chatbots and voice assistants.","If you are working with Python 3.11 or higher and prefer a framework that emphasizes transparency and trust in the agents you develop."],"when_not_to_use":["If your project requires a framework that supports Python versions lower than 3.11.","When you need a framework that does not emphasize multi-modal capabilities or large language models, as agentscope is specifically designed with these features."],"source":"enrich:decision_facts","observed_at":"2026-09-18T09:09:31.429Z"},"constraint_facets":{"min_ram_gb":null,"requires_docker":false},"decision_summary":[{"label":"Requirements","value":"Requires Python 3.11 or higher."},{"label":"Adopt for","value":"agentscope is a Python-based framework for developing and running agents, including chatbots and voice assistants, with support for large language models and multi-modal capabilities."},{"label":"License detail","value":"Apache-2.0"}]}}