{"data":{"slug":"potpie-ai-potpie","name":"potpie","tagline":"Context Graph for AI Native SDLC","github_url":"https://github.com/potpie-ai/potpie","owner":"potpie-ai","repo":"potpie","owner_avatar_url":"https://avatars.githubusercontent.com/u/148619568?v=4","primary_language":"Python","stars":5579,"forks":648,"topics":["agents","ai-agents","ai-agents-framework","artificial-intelligence","context-graph","developer-tools","devtools","generative-ai","knowledge-graph","rag"],"archived":false,"github_pushed_at":"2026-08-18T03:19:27+00:00","maintenance_label":"Very active","stars_delta_30d":74,"url":"https://www.graphcanon.com/tools/potpie-ai-potpie","markdown_url":"https://www.graphcanon.com/tools/potpie-ai-potpie.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/potpie-ai-potpie","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=potpie-ai-potpie","description":"Context Graph for AI Native SDLC","homepage_url":"https://potpie.ai","license":"Apache-2.0","open_issues":104,"watchers":31,"ai_summary":"A framework to manage contextual data and tools throughout the software development lifecycle (SDLC) for AI projects.","readme_excerpt":"### Step 1: install the CLI through [PyPI](https://pypi.org/project/potpie/) with `uv` or `pip`:\n\n```bash\nuv tool install potpie\n```\n\nor:\n\n```bash\npython3 -m pip install --user potpie\n```\n\n> [!NOTE]\n> `uv tool install potpie` is recommended for CLI installs because global\n> mutation of Python packages is generally not recommended.\n\n---\n\n## License\n\nThis project is licensed under the Apache 2.0 License. See [LICENSE](https://github.com/potpie-ai/potpie/blob/main/LICENSE).","github_created_at":"2024-08-12T09:18:25+00:00","created_at":"2026-07-11T11:10:46.669284+00:00","updated_at":"2026-09-20T05:40:04.036769+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":"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"}],"tags":[{"slug":"agents","name":"agents"},{"slug":"ai-agents-framework","name":"ai-agents-framework"},{"slug":"devtools","name":"devtools"},{"slug":"generative-ai","name":"generative-ai"},{"slug":"knowledge-graph","name":"knowledge-graph"},{"slug":"rag","name":"rag"}],"trust":{"provenance":{"is_fork":false,"github_id":841370602,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-18T18:01:39.993Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":3,"days_since_push":0,"last_release_at":"2026-07-03T12:04:19Z","stars_delta_30d":74,"open_issues_delta_30d":-13},"security_summary":{"status":"findings","scanner":"mcp_manifest@v1","low_count":2,"high_count":0,"last_scan_at":"2026-07-11T11:10:48.064Z","medium_count":0,"scan_profile":"mcp_manifest","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-18T18:01:40.468Z"},"has_cli":{"value":true,"source":"pyproject.toml:[project.scripts]","observed_at":"2026-08-18T18:01:40.468Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-08-18T18:01:40.468Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-08-18T18:01:40.468Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When needing a Python-based framework to integrate contextual data management throughout the lifecycle of AI projects.","If your project requires interfacing with AI agents and needs a structured graph approach."],"when_not_to_use":["Avoid if your SDLC does not involve significant AI component integration or context-sensitive data operations.","Skip for projects needing solutions without Python dependency or requiring more flexible, non-graph-based toolsets."],"source":"enrich:decision_facts","observed_at":"2026-07-12T13:51:41.528Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Potpie: Manages contextual AI data in SDLC via Python under Apache-2.0 license."}]}}