{"data":{"slug":"mirascope-mirascope","name":"mirascope","tagline":"The LLM Anti-Framework","github_url":"https://github.com/Mirascope/mirascope","owner":"Mirascope","repo":"mirascope","owner_avatar_url":"https://avatars.githubusercontent.com/u/153858533?v=4","primary_language":"Python","stars":1526,"forks":127,"topics":["artificial-intelligence","developer-tools","llm","llm-agent","llm-tools","python","typescript"],"archived":false,"github_pushed_at":"2026-09-13T18:14:17+00:00","maintenance_label":"Very active","stars_delta_30d":6,"url":"https://www.graphcanon.com/tools/mirascope-mirascope","markdown_url":"https://www.graphcanon.com/tools/mirascope-mirascope.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/mirascope-mirascope","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=mirascope-mirascope","description":"The LLM Anti-Framework","homepage_url":"https://mirascope.com","license":"MIT","open_issues":18,"watchers":12,"ai_summary":"A toolset for developers working with large language models, offering an alternative framework approach.","readme_excerpt":"## Quick Start\n\nInstall Mirascope:\n\n```bash\nuv add \"mirascope[all]\"\n```\n\n---\n\n## License\n\nThis project is licensed under the [MIT License](https://github.com/Mirascope/mirascope/tree/main/LICENSE).","github_created_at":"2023-12-05T01:22:34+00:00","created_at":"2026-07-11T23:17:14.238249+00:00","updated_at":"2026-09-20T04:30:58.942517+00:00","categories":[{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"artificial-intelligence","name":"artificial-intelligence"},{"slug":"llm","name":"llm"},{"slug":"llm-agent","name":"llm-agent"},{"slug":"llm-tools","name":"llm-tools"},{"slug":"python","name":"python"},{"slug":"typescript","name":"typescript"}],"trust":{"provenance":{"is_fork":false,"github_id":727495773,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-18T08:27:46.775Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":1,"days_since_push":4,"last_release_at":"2026-06-24T03:47:55Z","stars_delta_30d":6,"open_issues_delta_30d":2},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-09-18T08:27:48.798Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"mcp":{"source":"repo_scan","observed_at":"2026-09-18T08:27:45.660Z","server_manifest":false},"scan":{"source":"repo_scan","observed_at":"2026-09-18T08:27:45.660Z"},"languages":{"value":["python","javascript"],"source":"github.language+package.json","observed_at":"2026-09-18T08:27:45.660Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-18T08:27:45.660Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"freemium","summary":"The tool is free to use and modify due to its MIT License, but advanced features or support might incur costs."},"requirements":{"notes":["Installation requires Python and can be done via the command 'uv add \"mirascope[all]\"'."],"min_ram_gb":4,"requires_docker":false},"constraints":{"min_ram_gb":4,"pricing_model":"freemium","requires_docker":false},"when_to_use":["When you seek a non-traditional approach to developing with large language models and prefer a toolset that diverges from conventional frameworks.","If your project requires flexibility and you are looking for a tool that does not impose a rigid structure, Mirascope can be a suitable choice."],"when_not_to_use":["Avoid using Mirascope if you require a comprehensive, all-inclusive framework that dictates a specific development workflow.","Do not use Mirascope if you are working in an environment where adherence to a standard framework is necessary for consistency and compatibility with existing systems."],"source":"enrich:decision_facts","observed_at":"2026-09-18T09:11:12.663Z"},"constraint_facets":{"min_ram_gb":4,"pricing_model":"freemium","requires_docker":false},"decision_summary":[{"label":"Pricing","value":"freemium - The tool is free to use and modify due to its MIT License, but advanced features or support might incur costs."},{"label":"Requirements","value":"Min 4 GB RAM; 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