{"adoption": {"forks": 4582, "observed_at": "2026-08-28T04:12:01.296021+00:00", "stars": 37065}, "canonical_url": "https://ross.abutalabs.com/products/copilotkit", "card": {"archived": false, "artifact_type": "framework", "description": "The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more.  Makers of the AG-UI Protocol", "domain": ["large-language-models", "frontend", "web-development", "chatbots", "developer-tools"], "enriched": true, "function": ["agent-framework", "chat-interface", "ui-components", "frontend-framework", "state-management", "mcp", "rag"], "health_score": 100, "homepage": "https://docs.copilotkit.ai", "language": "TypeScript", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["CopilotKit/CopilotKit"], "name": "CopilotKit/CopilotKit", "platform": ["cross-platform"], "pushed_at": "2026-08-27T00:05:31+00:00", "repo": "CopilotKit/CopilotKit", "stars": 37065, "tags": ["generative-ui", "ag-ui-protocol", "human-in-the-loop", "copilot", "ai-assistant", "nextjs", "angular", "react-native", "slack", "microsoft-teams", "ai-agents", "react", "typescript", "nodejs", "web-server", "mobile"], "topics": ["ai", "llm", "nextjs", "open-source", "react", "reactjs", "ts", "typescript", "agent", "agents", "ai-agent", "ai-assistant", "assistant", "copilot", "copilot-chat", "agent-native", "agentic-ai", "assistant-chat-bots", "generative-ui", "js"], "urls": [], "use_cases": ["add an ai chat copilot to my react app", "render agent tool calls as react components in the ui", "build a chatbot ui connected to my langchain agent", "let ai agents share state with my frontend", "add human-in-the-loop approval to agent workflows", "expose my agent in slack or microsoft teams", "build generative ui with claude agent sdk"], "what_it_is": "CopilotKit is an open-source frontend SDK for building agent-native applications with generative UI, shared state, chat interfaces, and human-in-the-loop workflows. It connects any AG-UI-compatible agent backend (LangChain, Claude Agent SDK, PydanticAI, etc.) to React, Angular, Vue, React Native, Slack, and Microsoft Teams surfaces.", "when_to_avoid": ["you only need a raw LLM API client without UI components", "you are not using React-family or supported frontend frameworks", "you want a fully self-contained agent runtime with no external service dependency", "you need a non-JavaScript frontend stack"], "when_to_choose": ["you want production-ready chat or generative UI components wired to your own agents", "you need one agent to reach web, mobile, and messaging surfaces", "you want frontend tools, shared state, and human-in-the-loop out of the box", "you use an AG-UI-compatible agent framework like LangChain, Claude SDK, or PydanticAI"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/copilotkit", "repo": "CopilotKit/CopilotKit", "role": "main", "score": 92}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:25:40.969652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0e08274e2d5be8ee2caec08b2172fd1b2639b554401ef32c5f24cf54e1d7e130", "fetched_at": "2026-08-28T04:12:01.296021+00:00", "kind": "readme", "missing": false, "url": "https://github.com/CopilotKit/CopilotKit"}, {"content_hash": "11ecc17a4c2746d66e1fc195c2d7db5232dfd1a530969f8b5dafb70a24017073", "fetched_at": "2026-08-29T07:47:38.080738+00:00", "kind": "homepage", "missing": false, "url": "https://docs.copilotkit.ai"}, {"content_hash": "c1caa6bf5bdb120a1ba23587e55cf41a784535624aedcc9766a4ca3fd35eecfc", "fetched_at": "2026-08-29T07:47:38.160222+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/quickstart"}, {"content_hash": "16819fbad1f0f0f1ea7a8a60cf078c60ed695b8afd3031dd3d1114c786adb52c", "fetched_at": "2026-08-29T07:47:38.218346+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/claude-sdk-python"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:25:40.969652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0e08274e2d5be8ee2caec08b2172fd1b2639b554401ef32c5f24cf54e1d7e130", "fetched_at": "2026-08-28T04:12:01.296021+00:00", "kind": "readme", "missing": false, "url": "https://github.com/CopilotKit/CopilotKit"}, {"content_hash": "11ecc17a4c2746d66e1fc195c2d7db5232dfd1a530969f8b5dafb70a24017073", "fetched_at": "2026-08-29T07:47:38.080738+00:00", "kind": "homepage", "missing": false, "url": "https://docs.copilotkit.ai"}, {"content_hash": "c1caa6bf5bdb120a1ba23587e55cf41a784535624aedcc9766a4ca3fd35eecfc", "fetched_at": "2026-08-29T07:47:38.160222+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/quickstart"}, {"content_hash": "16819fbad1f0f0f1ea7a8a60cf078c60ed695b8afd3031dd3d1114c786adb52c", "fetched_at": "2026-08-29T07:47:38.218346+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/claude-sdk-python"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:25:40.969652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0e08274e2d5be8ee2caec08b2172fd1b2639b554401ef32c5f24cf54e1d7e130", "fetched_at": "2026-08-28T04:12:01.296021+00:00", "kind": "readme", "missing": false, "url": "https://github.com/CopilotKit/CopilotKit"}, {"content_hash": "11ecc17a4c2746d66e1fc195c2d7db5232dfd1a530969f8b5dafb70a24017073", "fetched_at": "2026-08-29T07:47:38.080738+00:00", "kind": "homepage", "missing": false, "url": "https://docs.copilotkit.ai"}, {"content_hash": "c1caa6bf5bdb120a1ba23587e55cf41a784535624aedcc9766a4ca3fd35eecfc", "fetched_at": "2026-08-29T07:47:38.160222+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/quickstart"}, {"content_hash": "16819fbad1f0f0f1ea7a8a60cf078c60ed695b8afd3031dd3d1114c786adb52c", "fetched_at": "2026-08-29T07:47:38.218346+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/claude-sdk-python"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:25:40.969652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0e08274e2d5be8ee2caec08b2172fd1b2639b554401ef32c5f24cf54e1d7e130", "fetched_at": "2026-08-28T04:12:01.296021+00:00", "kind": "readme", "missing": false, "url": "https://github.com/CopilotKit/CopilotKit"}, {"content_hash": "11ecc17a4c2746d66e1fc195c2d7db5232dfd1a530969f8b5dafb70a24017073", "fetched_at": "2026-08-29T07:47:38.080738+00:00", "kind": "homepage", "missing": false, "url": "https://docs.copilotkit.ai"}, {"content_hash": "c1caa6bf5bdb120a1ba23587e55cf41a784535624aedcc9766a4ca3fd35eecfc", "fetched_at": "2026-08-29T07:47:38.160222+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/quickstart"}, {"content_hash": "16819fbad1f0f0f1ea7a8a60cf078c60ed695b8afd3031dd3d1114c786adb52c", "fetched_at": "2026-08-29T07:47:38.218346+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/claude-sdk-python"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:25:40.969652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0e08274e2d5be8ee2caec08b2172fd1b2639b554401ef32c5f24cf54e1d7e130", "fetched_at": "2026-08-28T04:12:01.296021+00:00", "kind": "readme", "missing": false, "url": "https://github.com/CopilotKit/CopilotKit"}, {"content_hash": "11ecc17a4c2746d66e1fc195c2d7db5232dfd1a530969f8b5dafb70a24017073", "fetched_at": "2026-08-29T07:47:38.080738+00:00", "kind": "homepage", "missing": false, "url": "https://docs.copilotkit.ai"}, {"content_hash": "c1caa6bf5bdb120a1ba23587e55cf41a784535624aedcc9766a4ca3fd35eecfc", "fetched_at": "2026-08-29T07:47:38.160222+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/quickstart"}, {"content_hash": "16819fbad1f0f0f1ea7a8a60cf078c60ed695b8afd3031dd3d1114c786adb52c", "fetched_at": "2026-08-29T07:47:38.218346+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/claude-sdk-python"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:25:40.969652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0e08274e2d5be8ee2caec08b2172fd1b2639b554401ef32c5f24cf54e1d7e130", "fetched_at": "2026-08-28T04:12:01.296021+00:00", "kind": "readme", "missing": false, "url": "https://github.com/CopilotKit/CopilotKit"}, {"content_hash": "11ecc17a4c2746d66e1fc195c2d7db5232dfd1a530969f8b5dafb70a24017073", "fetched_at": "2026-08-29T07:47:38.080738+00:00", "kind": "homepage", "missing": false, "url": "https://docs.copilotkit.ai"}, {"content_hash": "c1caa6bf5bdb120a1ba23587e55cf41a784535624aedcc9766a4ca3fd35eecfc", "fetched_at": "2026-08-29T07:47:38.160222+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/quickstart"}, {"content_hash": "16819fbad1f0f0f1ea7a8a60cf078c60ed695b8afd3031dd3d1114c786adb52c", "fetched_at": "2026-08-29T07:47:38.218346+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/claude-sdk-python"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:12:01.296021+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:25:40.969652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0e08274e2d5be8ee2caec08b2172fd1b2639b554401ef32c5f24cf54e1d7e130", "fetched_at": "2026-08-28T04:12:01.296021+00:00", "kind": "readme", "missing": false, "url": "https://github.com/CopilotKit/CopilotKit"}, {"content_hash": "11ecc17a4c2746d66e1fc195c2d7db5232dfd1a530969f8b5dafb70a24017073", "fetched_at": "2026-08-29T07:47:38.080738+00:00", "kind": "homepage", "missing": false, "url": "https://docs.copilotkit.ai"}, {"content_hash": "c1caa6bf5bdb120a1ba23587e55cf41a784535624aedcc9766a4ca3fd35eecfc", "fetched_at": "2026-08-29T07:47:38.160222+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/quickstart"}, {"content_hash": "16819fbad1f0f0f1ea7a8a60cf078c60ed695b8afd3031dd3d1114c786adb52c", "fetched_at": "2026-08-29T07:47:38.218346+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/claude-sdk-python"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:25:40.969652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0e08274e2d5be8ee2caec08b2172fd1b2639b554401ef32c5f24cf54e1d7e130", "fetched_at": "2026-08-28T04:12:01.296021+00:00", "kind": "readme", "missing": false, "url": "https://github.com/CopilotKit/CopilotKit"}, {"content_hash": "11ecc17a4c2746d66e1fc195c2d7db5232dfd1a530969f8b5dafb70a24017073", "fetched_at": "2026-08-29T07:47:38.080738+00:00", "kind": "homepage", "missing": false, "url": "https://docs.copilotkit.ai"}, {"content_hash": "c1caa6bf5bdb120a1ba23587e55cf41a784535624aedcc9766a4ca3fd35eecfc", "fetched_at": "2026-08-29T07:47:38.160222+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/quickstart"}, {"content_hash": "16819fbad1f0f0f1ea7a8a60cf078c60ed695b8afd3031dd3d1114c786adb52c", "fetched_at": "2026-08-29T07:47:38.218346+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/claude-sdk-python"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:25:40.969652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0e08274e2d5be8ee2caec08b2172fd1b2639b554401ef32c5f24cf54e1d7e130", "fetched_at": "2026-08-28T04:12:01.296021+00:00", "kind": "readme", "missing": false, "url": "https://github.com/CopilotKit/CopilotKit"}, {"content_hash": "11ecc17a4c2746d66e1fc195c2d7db5232dfd1a530969f8b5dafb70a24017073", "fetched_at": "2026-08-29T07:47:38.080738+00:00", "kind": "homepage", "missing": false, "url": "https://docs.copilotkit.ai"}, {"content_hash": "c1caa6bf5bdb120a1ba23587e55cf41a784535624aedcc9766a4ca3fd35eecfc", "fetched_at": "2026-08-29T07:47:38.160222+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/quickstart"}, {"content_hash": "16819fbad1f0f0f1ea7a8a60cf078c60ed695b8afd3031dd3d1114c786adb52c", "fetched_at": "2026-08-29T07:47:38.218346+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/claude-sdk-python"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:25:40.969652+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0e08274e2d5be8ee2caec08b2172fd1b2639b554401ef32c5f24cf54e1d7e130", "fetched_at": "2026-08-28T04:12:01.296021+00:00", "kind": "readme", "missing": false, "url": "https://github.com/CopilotKit/CopilotKit"}, {"content_hash": "11ecc17a4c2746d66e1fc195c2d7db5232dfd1a530969f8b5dafb70a24017073", "fetched_at": "2026-08-29T07:47:38.080738+00:00", "kind": "homepage", "missing": false, "url": "https://docs.copilotkit.ai"}, {"content_hash": "c1caa6bf5bdb120a1ba23587e55cf41a784535624aedcc9766a4ca3fd35eecfc", "fetched_at": "2026-08-29T07:47:38.160222+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/quickstart"}, {"content_hash": "16819fbad1f0f0f1ea7a8a60cf078c60ed695b8afd3031dd3d1114c786adb52c", "fetched_at": "2026-08-29T07:47:38.218346+00:00", "kind": "site_page", "missing": false, "url": "https://docs.copilotkit.ai/claude-sdk-python"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 83, "rhythm": 87}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1171, "days_push": 7, "days_rel": 7, "gap_med": 0, "n_releases_24m": 318}, "score": 92, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}