{"name":"tuatara-decide","profile":"decide","url":"https://cymetica.com/mcp/v1/decide","transport":"streamable-http","read_only":false,"description":"Tuatara Decide: train a text classifier from your labelled examples (2 to 255 labels) in about a minute, then label texts with it in well under a second, each with its probability and an unsure flag. Our own vector model plus an embedding head; on BANKING77 it scored 94.09% where the leading hosted classifier scored 92.40% in the same public harness (every prediction and the scorer are published). Your examples train only your classifier.","model":"tuatara-decide","auth":{"methods":["register_agent","agent_key"],"note":"Call register_agent (no key) once; the key it returns is this client's account. get_decide_info needs no key."},"tools":["decide_create_classifier","decide_predict","get_decide_classifier","get_decide_info","list_decide_classifiers","register_agent"],"limits":{"labels":255,"texts_per_call":256,"requests_per_minute_per_ip":60},"rest_api":"https://cymetica.com/static/api/tuatara-decide.openapi.json","evidence":"https://cymetica.com/blog/matching-jev-on-banking77-at-a-thousandth-of-the-cost","docs":"https://cymetica.com/decide","privacy_policy":"https://cymetica.com/privacy"}