{"slug":"motleycrew","name":"motleycrew","vendor":"MotleyAI","tagline":"Python multi-agent framework that mixes agents and tools from LangChain, LlamaIndex, CrewAI and AutoGen in one crew","url":"https://agentboards.org/agent/motleycrew","website":"https://motleycrew.ai","docs":"https://motleycrew.readthedocs.io","repo":"https://github.com/MotleyAI/motleycrew","category":"framework","execution":["local"],"license":"MIT","open_source":true,"pricing":{"model":"byok","summary":"Free and open source under MIT; you pay the model and tool providers you configure","from_usd":0,"free_tier":true,"byok":true},"models":{"backbone":["any"],"bring_your_own_model":true,"local_models":false},"protocols":{"mcp_client":false,"mcp_server":false,"openapi":false},"capabilities":{"terminal_exec":false,"browser":false,"multi_file_edit":false,"git_ops":false,"docker_sandbox":false,"multi_agent":true,"headless_ci":false},"context_window":null,"platforms":["macos","linux","windows"],"install":[{"label":"pip","command":"pip install motleycrew"}],"benchmarks":[],"tags":["open-source","python","multi-agent","knowledge-graph","langchain"],"github_stars":409,"metrics":{"stars":409,"pushed_at":"2026-03-26T09:07:35Z","archived":false,"open_issues":3,"latest_version":"0.3.7","latest_version_at":"2026-03-26T09:01:26.201572Z","latest_version_url":"https://pypi.org/project/motleycrew/","version_source":"pypi","checked_at":"2026-10-02T05:01:26.814Z"},"sources":{"overview":"https://github.com/MotleyAI/motleycrew","install":"https://pypi.org/project/motleycrew/","capabilities":"https://github.com/MotleyAI/motleycrew","models":"https://motleycrew.readthedocs.io","license":"https://github.com/MotleyAI/motleycrew"},"verified_at":"2026-09-04","adoption":{"score":0.4,"signals":{"pypi_weekly":8,"github_stars":409},"measured_at":"2026-09-21"},"scores":{"panel":5.6,"adoption":0.4,"spread":1.8,"facts":6.7,"board":5,"dimensions":{"reliability":5.2,"usefulness":5.3,"cost":7.3,"longevity":4.7},"per_persona":{"amigo":6,"critico":5.3,"profesor":6.5,"inversora":5.5,"jefa":4.8,"hacker":5.8},"community":null},"rank":null,"category_rank":104,"panel_reviews":[{"persona":"juez","persona_name":"El Juez","ai_generated":true,"verdict":"El Amigo and El Crítico agree on what interoperability buys and disagree about what it costs, which here is measured in other people's release notes.","scores":null,"evidence":[]},{"persona":"amigo","persona_name":"El Amigo","ai_generated":true,"verdict":"Pick motleycrew if you already have agents written against other Python frameworks; 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