{"slug":"swarmclaw","name":"SwarmClaw","vendor":"SwarmClaw AI","tagline":"The self-hosted AI agent runtime and multi-agent framework for autonomous agents, with durable memory, MCP tools, and 23+ LLM providers.","url":"https://agentboards.org/agent/swarmclaw","website":"https://swarmclaw.ai","docs":"https://swarmclaw.ai/docs","repo":"https://github.com/swarmclawai/swarmclaw","category":"harness","execution":["local"],"license":"proprietary","open_source":true,"pricing":{"model":"free","summary":"Open-source and self-hosted.","from_usd":null,"free_tier":true,"byok":true},"models":{"backbone":["Claude","GPT","Gemini","OpenRouter","Ollama","Anthropic","OpenAI","DeepSeek"],"bring_your_own_model":true,"local_models":true},"protocols":{"mcp_client":true,"mcp_server":false},"capabilities":{"terminal_exec":false,"browser":true,"multi_file_edit":false,"git_ops":false,"docker_sandbox":true,"multi_agent":true,"headless_ci":false},"context_window":null,"platforms":["macos","linux","windows","web"],"install":[{"label":"Desktop app (macOS, Windows, Linux)","command":"Download from swarmclaw.ai/downloads"},{"label":"npm global install","command":"npm i -g @swarmclawai/swarmclaw\nswarmclaw"},{"label":"yarn global install","command":"yarn global add @swarmclawai/swarmclaw\nswarmclaw"},{"label":"pnpm global install","command":"pnpm add -g @swarmclawai/swarmclaw\nswarmclaw"}],"benchmarks":[],"tags":["multi-agent","orchestration","runtime","framework","self-hosted","agent-swarms","memory","scheduling","auto-listed"],"github_stars":689,"metrics":{"stars":689,"pushed_at":"2026-06-30T20:58:13Z","archived":false,"open_issues":19,"latest_version":"v1.9.40","latest_version_at":"2026-06-30T20:31:04Z","latest_version_url":"https://github.com/swarmclawai/swarmclaw/releases/tag/v1.9.40","version_source":"github","checked_at":"2026-10-02T05:03:43.104Z"},"sources":{"license":"https://github.com/swarmclawai/swarmclaw","models":"https://github.com/swarmclawai/swarmclaw","capabilities":"https://github.com/swarmclawai/swarmclaw","install":"https://github.com/swarmclawai/swarmclaw"},"verified_at":null,"adoption":{"score":1.2,"signals":{"npm_weekly":36,"github_stars":677,"hn_mentions_1y":2},"measured_at":"2026-09-21"},"scores":{"panel":5.6,"adoption":1.2,"spread":2.8,"facts":4.7,"board":4.8,"dimensions":{"reliability":5.7,"usefulness":5.2,"cost":6.7,"longevity":4.8},"per_persona":{"amigo":6.8,"critico":5.8,"profesor":5.3,"inversora":5.3,"jefa":4,"hacker":6.5},"community":null},"rank":null,"category_rank":180,"panel_reviews":[{"persona":"juez","persona_name":"El Juez","ai_generated":true,"verdict":"The panel disagrees on whether SwarmClaw is a research toy or a development platform, a split driven by its proprietary license and lack of coding tools.","scores":null,"evidence":[]},{"persona":"amigo","persona_name":"El Amigo","ai_generated":true,"verdict":"Pick SwarmClaw if you want a free, self-hosted dashboard to orchestrate and visualize teams of agents for research, but not for hands-on coding.","scores":{"reliability":7,"usefulness":4,"cost":10,"longevity":6},"evidence":["https://swarmclaw.ai","https://github.com/swarmclawai/swarmclaw"]},{"persona":"critico","persona_name":"El Crítico","ai_generated":true,"verdict":"SwarmClaw ships with a proprietary license despite being open-source, and lacks core coding capabilities like terminal execution or Git operations.","scores":{"reliability":5,"usefulness":4,"cost":8,"longevity":6},"evidence":["https://swarmclaw.ai","https://github.com/swarmclawai/swarmclaw"]},{"persona":"profesor","persona_name":"El Profesor","ai_generated":true,"verdict":"SwarmClaw is a framework for orchestrating multiple agents, but it provides no native editing or verification capabilities itself.","scores":{"reliability":5,"usefulness":3,"cost":7,"longevity":6},"evidence":["https://swarmclaw.ai","https://github.com/swarmclawai/swarmclaw"]},{"persona":"inversora","persona_name":"La Inversora","ai_generated":true,"verdict":"A well-featured agent framework whose 'open source' label and free model are classic signs of a pre-monetization venture play.","scores":{"reliability":7,"usefulness":8,"cost":1,"longevity":5},"evidence":["https://swarmclaw.ai","https://github.com/swarmclawai/swarmclaw"]},{"persona":"jefa","persona_name":"La Jefa","ai_generated":true,"verdict":"A free, self-hosted framework is not a managed service; it is a second job for the infrastructure team.","scores":{"reliability":3,"usefulness":4,"cost":5,"longevity":4},"evidence":["https://swarmclaw.ai","https://github.com/swarmclawai/swarmclaw"]},{"persona":"hacker","persona_name":"El Hacker","ai_generated":true,"verdict":"SwarmClaw is a solid self-hosted agent runtime with great model support, but its proprietary license and lack of an MCP server make me question its long-term viability.","scores":{"reliability":7,"usefulness":8,"cost":9,"longevity":2},"evidence":["https://swarmclaw.ai","https://github.com/swarmclawai/swarmclaw"]},{"persona":"comediante","persona_name":"El Comediante","ai_generated":true,"verdict":"Open source, but the license is proprietary.","scores":null,"evidence":[]}]}