{"data":{"slug":"camel-ai-camel","name":"camel","tagline":"CAMEL: The first and the best multi-agent framework","github_url":"https://github.com/camel-ai/camel","owner":"camel-ai","repo":"camel","owner_avatar_url":"https://avatars.githubusercontent.com/u/134388954?v=4","primary_language":"Python","stars":17741,"forks":2083,"topics":["agent","ai-societies","artificial-intelligence","communicative-ai","cooperative-ai","deep-learning","large-language-models","multi-agent-systems","natural-language-processing"],"archived":false,"github_pushed_at":"2026-09-14T14:31:55+00:00","maintenance_label":"Very active","stars_delta_30d":149,"url":"https://www.graphcanon.com/tools/camel-ai-camel","markdown_url":"https://www.graphcanon.com/tools/camel-ai-camel.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/camel-ai-camel","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=camel-ai-camel","description":"🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org","homepage_url":"https://docs.camel-ai.org/","license":"Apache-2.0","open_issues":487,"watchers":124,"ai_summary":"CAMEL is a multi-agent framework for AI societies, focusing on communicative and cooperative AI agents, deep learning, and large language models.","readme_excerpt":"## Quick Start\n\nInstalling CAMEL is a breeze thanks to its availability on PyPI. Simply open your terminal and run:\n\n```bash\npip install camel-ai\n```\n\n---\n\n### 1 Infrastructure Automation\n\n| Usecase                                                      | Description                                                  |\n| :----------------------------------------------------------- | :----------------------------------------------------------- |\n| **[ACI MCP](https://github.com/camel-ai/camel/tree/master/examples/usecases/aci_mcp)** | Real-world usecases demonstrating how CAMEL’s multi-agent framework enables real business value across infrastructure automation, productivity workflows, retrieval-augmented conversations, intelligent document/video analysis, and collaborative research. |\n| **[Cloudflare MCP CAMEL](https://github.com/camel-ai/camel/tree/master/examples/usecases/cloudfare_mcp_camel)** | Intelligent agents manage Cloudflare resources dynamically, enabling scalable and efficient cloud security and performance tuning. |\n\n---\n\n## License\n\nThe source code is licensed under Apache 2.0.","github_created_at":"2023-03-17T21:41:54+00:00","created_at":"2026-07-07T17:33:28.906187+00:00","updated_at":"2026-09-20T04:33:27.540511+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":"ai-societies","name":"ai-societies"},{"slug":"artificial-intelligence","name":"artificial-intelligence"},{"slug":"communicative-ai","name":"communicative-ai"},{"slug":"cooperative-ai","name":"cooperative-ai"},{"slug":"deep-learning","name":"deep-learning"},{"slug":"large-language-models","name":"large-language-models"},{"slug":"multi-agent-systems","name":"multi-agent-systems"}],"trust":{"provenance":{"is_fork":false,"github_id":615510678,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-18T08:47:57.585Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":3,"days_since_push":3,"last_release_at":"2026-09-03T05:28:59Z","stars_delta_30d":149,"open_issues_delta_30d":16},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-09-18T08:48:00.064Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-18T08:47:56.507Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-09-18T08:47:56.507Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-09-18T08:47:56.507Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"freemium","summary":"CAMEL is free to use under the Apache 2.0 license, but additional services or support may incur costs."},"requirements":{"notes":["CAMEL can be installed via pip, making it easy to integrate into Python-based projects."],"min_ram_gb":4,"requires_docker":false},"constraints":{"min_ram_gb":4,"pricing_model":"freemium","requires_docker":false},"when_to_use":["Use CAMEL when you need a framework that supports real-world use cases, such as infrastructure automation and productivity workflows, where multi-agent systems can provide tangible business value.","Consider CAMEL for projects that require intelligent agents to manage Cloudflare resources dynamically, ensuring scalable and efficient cloud security and performance tuning."],"when_not_to_use":["Avoid CAMEL if your project does not require the specific capabilities of multi-agent systems, such as dynamic resource management or cooperative AI tasks.","Do not use CAMEL if your project's requirements are better met by a single-agent system or if the complexity of multi-agent interactions does not add value to your application."],"source":"enrich:decision_facts","observed_at":"2026-09-18T10:21:18.568Z"},"constraint_facets":{"min_ram_gb":4,"pricing_model":"freemium","requires_docker":false},"decision_summary":[{"label":"Pricing","value":"freemium - CAMEL is free to use under the Apache 2.0 license, but additional services or support may incur costs."},{"label":"Requirements","value":"Min 4 GB RAM; CAMEL can be installed via pip, making it easy to integrate into Python-based projects."},{"label":"Adopt for","value":"CAMEL is a multi-agent framework for AI societies, emphasizing communicative and cooperative AI agents, deep learning, and large language models."},{"label":"License detail","value":"CAMEL is licensed under the Apache 2.0 license, allowing for broad use in both open-source and commercial projects."}]}}