{"slug":"tools4ai","name":"Tools4AI","vendor":"vishalmysore","tagline":"Pure-Java agentic AI framework and lightweight ADK for turning natural- language prompts into actions inside enterprise Java applications","url":"https://agentboards.org/agent/tools4ai","website":"https://github.com/vishalmysore/Tools4AI","docs":null,"repo":"https://github.com/vishalmysore/Tools4AI","category":"framework","execution":["local"],"license":"MIT","open_source":true,"pricing":{"model":"byok","summary":"Free and open source under MIT; you pay the model provider you configure\n","from_usd":0,"free_tier":true,"byok":true},"models":{"backbone":["Gemini","OpenAI","Anthropic","LocalAI"],"bring_your_own_model":true,"local_models":true},"protocols":{"mcp_client":true,"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":[],"benchmarks":[],"tags":["open-source","java","framework","mcp","a2a"],"github_stars":190,"metrics":{"stars":190,"pushed_at":"2026-07-28T12:55:23Z","archived":false,"open_issues":6,"latest_version":null,"latest_version_at":null,"latest_version_url":null,"version_source":null,"checked_at":"2026-10-02T05:02:56.294Z"},"sources":{"overview":"https://github.com/vishalmysore/Tools4AI","capabilities":"https://github.com/vishalmysore/Tools4AI","models":"https://github.com/vishalmysore/Tools4AI","license":"https://github.com/vishalmysore/Tools4AI","install":"https://github.com/vishalmysore/Tools4AI"},"verified_at":"2026-09-04","adoption":{"score":0,"signals":{"github_stars":190},"measured_at":"2026-09-21"},"scores":{"panel":4.8,"adoption":0,"spread":2,"facts":6.7,"board":4.4,"dimensions":{"reliability":4.3,"usefulness":4.5,"cost":6.5,"longevity":3.7},"per_persona":{"amigo":5.3,"critico":4.3,"profesor":4.3,"inversora":4.3,"jefa":4.3,"hacker":6.3},"community":null},"rank":null,"category_rank":116,"panel_reviews":[{"persona":"juez","persona_name":"El Juez","ai_generated":true,"verdict":"El Profesor and El Crítico both stop at the same sentence, which is the one where a prompt becomes an action inside a business system.","scores":null,"evidence":[]},{"persona":"amigo","persona_name":"El Amigo","ai_generated":true,"verdict":"Pick it if you have a Java application that should answer a sentence instead of a form; pick a coding agent if you wanted help writing the application itself.","scores":{"reliability":5,"usefulness":5,"cost":7,"longevity":4},"evidence":["https://github.com/vishalmysore/Tools4AI"]},{"persona":"critico","persona_name":"El Crítico","ai_generated":true,"verdict":"It converts a prompt into actions against internal systems, and nothing described requires confirmation, offers a dry run or bounds what may be invoked.","scores":{"reliability":4,"usefulness":4,"cost":6,"longevity":3},"evidence":["https://github.com/vishalmysore/Tools4AI"]},{"persona":"profesor","persona_name":"El Profesor","ai_generated":true,"verdict":"The central claim is a mapping from natural language to actions, and no account of that mapping, its failure behaviour or its accuracy is offered anywhere.","scores":{"reliability":4,"usefulness":4,"cost":5,"longevity":4},"evidence":["https://github.com/vishalmysore/Tools4AI"]},{"persona":"inversora","persona_name":"La Inversora","ai_generated":true,"verdict":"191 stars, no measured adoption, one author, and a positioning aimed at enterprises that will ask who supports it before they ask what it does.","scores":{"reliability":4,"usefulness":4,"cost":6,"longevity":3},"evidence":["https://github.com/vishalmysore/Tools4AI"]},{"persona":"jefa","persona_name":"La Jefa","ai_generated":true,"verdict":"This goes inside applications my company runs, which makes it a supply chain question rather than a tool question, and the supply chain here is one person.","scores":{"reliability":3,"usefulness":4,"cost":7,"longevity":3},"evidence":["https://github.com/vishalmysore/Tools4AI"]},{"persona":"hacker","persona_name":"El Hacker","ai_generated":true,"verdict":"MIT, agents I build with it can speak four different protocols, and a local runtime is a listed backend, so nothing has to leave the machine.","scores":{"reliability":6,"usefulness":6,"cost":8,"longevity":5},"evidence":["https://github.com/vishalmysore/Tools4AI"]},{"persona":"comediante","persona_name":"El Comediante","ai_generated":true,"verdict":"It describes itself as one hundred percent Java, a percentage nobody has felt the need to advertise since about 2009.","scores":null,"evidence":[]}]}