{"slug":"gito","name":"Gito","vendor":"Nayjest","tagline":"Open-source AI code reviewer for GitHub and GitLab pull requests or local diffs, with no vendor lock-in on the model provider","url":"https://agentboards.org/agent/gito","website":"http://gito.bot/","docs":"https://github.com/Nayjest/Gito/blob/main/documentation/command_line_reference.md","repo":"https://github.com/Nayjest/Gito","category":"review","execution":["local","cloud"],"license":"MIT","open_source":true,"pricing":{"model":"byok","summary":"Free and MIT-licensed; you pay only for the LLM provider you point it at","from_usd":0,"free_tier":true,"byok":true},"models":{"backbone":["any language model provider"],"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":true,"docker_sandbox":false,"multi_agent":false,"headless_ci":true},"context_window":null,"platforms":["macos","linux","windows"],"install":[{"label":"pip","command":"pip install gito.bot"}],"benchmarks":[],"tags":["open-source","code-review","github-actions","gitlab","ci","byok"],"github_stars":439,"metrics":{"stars":439,"pushed_at":"2026-10-01T02:41:02Z","archived":false,"open_issues":61,"latest_version":"4.5.0","latest_version_at":"2026-09-05T14:06:45.395848Z","latest_version_url":"https://pypi.org/project/gito.bot/","version_source":"pypi","checked_at":"2026-10-02T05:05:56.606Z"},"sources":{"readme":"https://github.com/Nayjest/Gito","install":"https://github.com/Nayjest/Gito","license":"https://github.com/Nayjest/Gito/blob/main/LICENSE","capabilities":"https://github.com/Nayjest/Gito/blob/main/documentation/github_setup.md"},"verified_at":null,"adoption":{"score":0.8,"signals":{"pypi_weekly":434,"github_stars":433,"hn_mentions_1y":1},"measured_at":"2026-09-21"},"scores":{"panel":6.3,"adoption":0.8,"spread":1.3,"facts":3.5,"board":5.1,"dimensions":{"reliability":5.7,"usefulness":6.3,"cost":8,"longevity":5.2},"per_persona":{"amigo":7,"critico":6,"profesor":6.3,"inversora":5.8,"jefa":6.5,"hacker":6.3},"community":null},"rank":200,"category_rank":26,"panel_reviews":[{"persona":"juez","persona_name":"El Juez","ai_generated":true,"verdict":"The panel is close together, and the closeness is the finding: four critics reached similar numbers from four unrelated directions and none of them found a dealbreaker.","scores":null,"evidence":[]},{"persona":"amigo","persona_name":"El Amigo","ai_generated":true,"verdict":"Pick it when review is your bottleneck and you want a first pass before you push; pick CodeRabbit if you would rather buy a finished product than run one.","scores":{"reliability":6,"usefulness":7,"cost":9,"longevity":6},"evidence":["https://github.com/Nayjest/Gito","https://github.com/Nayjest/Gito/blob/main/documentation/command_line_reference.md"]},{"persona":"critico","persona_name":"El Crítico","ai_generated":true,"verdict":"It comments and never fixes, and nothing documented sets a severity threshold or suppresses a category, so the only volume control available is switching it off entirely.","scores":{"reliability":5,"usefulness":6,"cost":8,"longevity":5},"evidence":["https://github.com/Nayjest/Gito","https://github.com/Nayjest/Gito/blob/main/documentation/command_line_reference.md"]},{"persona":"profesor","persona_name":"El Profesor","ai_generated":true,"verdict":"The model behind the review is a configuration choice, so no published number could describe the tool rather than somebody's deployment. 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