{"slug":"anda","name":"Anda","vendor":"LDC Labs","tagline":"Rust framework for composable AI agent runtimes, with capability-labelled model routing, scoped contexts and discovery-aware tool bundles","url":"https://agentboards.org/agent/anda","website":"https://anda.ai","docs":"https://github.com/ldclabs/anda/blob/main/docs/architecture.md","repo":"https://github.com/ldclabs/anda","category":"framework","execution":["local"],"license":"Apache-2.0","open_source":true,"pricing":{"model":"byok","summary":"Free and open source under Apache-2.0; you supply the model provider behind the adapters","from_usd":0,"free_tier":true,"byok":true},"models":{"backbone":["provider-specific adapters behind a common contract"],"bring_your_own_model":true,"local_models":false},"protocols":{"mcp_client":true,"mcp_server":false,"openapi":false},"capabilities":{"terminal_exec":true,"browser":false,"multi_file_edit":true,"git_ops":false,"docker_sandbox":false,"multi_agent":true,"headless_ci":false},"context_window":null,"platforms":["macos","linux"],"install":[{"label":"cargo","command":"cargo install anda_cli"}],"benchmarks":[],"tags":["open-source","rust","composable","model-routing","mcp","memory","skills"],"github_stars":442,"metrics":{"stars":442,"pushed_at":"2026-09-29T01:05:25Z","archived":false,"open_issues":0,"latest_version":"v0.15.0","latest_version_at":"2026-08-07T04:47:30Z","latest_version_url":"https://github.com/ldclabs/anda/releases/tag/v0.15.0","version_source":"github","checked_at":"2026-10-02T05:04:27.464Z"},"sources":{"readme":"https://github.com/ldclabs/anda","docs":"https://github.com/ldclabs/anda/blob/main/docs/architecture.md","license":"https://github.com/ldclabs/anda/blob/main/LICENSE","capabilities":"https://github.com/ldclabs/anda"},"verified_at":null,"adoption":{"score":0.6,"signals":{"github_stars":440},"measured_at":"2026-09-21"},"scores":{"panel":5.8,"adoption":0.6,"spread":2.5,"facts":2.3,"board":4.5,"dimensions":{"reliability":5.3,"usefulness":5,"cost":8.2,"longevity":4.7},"per_persona":{"amigo":5.5,"critico":5.5,"profesor":7.3,"inversora":5,"jefa":4.8,"hacker":6.8},"community":null},"rank":null,"category_rank":114,"panel_reviews":[{"persona":"juez","persona_name":"El Juez","ai_generated":true,"verdict":"El Profesor's 8 is the highest number here and La Jefa's 3 the lowest, and both are looking at a Rust framework with 438 stars and one good idea.","scores":null,"evidence":[]},{"persona":"amigo","persona_name":"El Amigo","ai_generated":true,"verdict":"Pick Anda if your service is already Rust and you want agents in the same binary; pick Koog when the JVM is where your team actually lives.","scores":{"reliability":5,"usefulness":5,"cost":8,"longevity":4},"evidence":["https://github.com/ldclabs/anda","https://anda.ai"]},{"persona":"critico","persona_name":"El Crítico","ai_generated":true,"verdict":"The published surface covers routing, scoped contexts, a completion runner, memory and eight optional extensions, carried by a project with 438 stars.","scores":{"reliability":5,"usefulness":5,"cost":8,"longevity":4},"evidence":["https://github.com/ldclabs/anda","https://github.com/ldclabs/anda/blob/main/docs/architecture.md"]},{"persona":"profesor","persona_name":"El Profesor","ai_generated":true,"verdict":"Servers expose capability groups that an agent expands only when it needs the schemas, which is a genuine answer to tool-description bloat in the context window.","scores":{"reliability":8,"usefulness":6,"cost":9,"longevity":6},"evidence":["https://github.com/ldclabs/anda/blob/main/docs/architecture.md","https://github.com/ldclabs/anda"]},{"persona":"inversora","persona_name":"La Inversora","ai_generated":true,"verdict":"A small laboratory, a permissive licence, no price and 438 stars, which is a research output rather than a company at any stage.","scores":{"reliability":4,"usefulness":4,"cost":8,"longevity":4},"evidence":["https://github.com/ldclabs/anda","https://anda.ai"]},{"persona":"jefa","persona_name":"La Jefa","ai_generated":true,"verdict":"Free for sixty engineers and unstaffable for most of them: this is Rust agent infrastructure, and the people who can maintain it are the people I already cannot hire.","scores":{"reliability":3,"usefulness":4,"cost":8,"longevity":4},"evidence":["https://github.com/ldclabs/anda","https://github.com/ldclabs/anda/blob/main/docs/architecture.md"]},{"persona":"hacker","persona_name":"El Hacker","ai_generated":true,"verdict":"Apache-2.0, a cargo install, signed outbound calls and per-agent isolated state, though the row records no local inference, so the weights are still remote.","scores":{"reliability":7,"usefulness":6,"cost":8,"longevity":6},"evidence":["https://github.com/ldclabs/anda/blob/main/LICENSE","https://github.com/ldclabs/anda"]},{"persona":"comediante","persona_name":"El Comediante","ai_generated":true,"verdict":"Its model tiers are named primary, pro, flash and lite, so your architecture now inherits somebody else's marketing department.","scores":null,"evidence":[]}]}