{"id":"miromindai-mirothinker","name":"MiroThinker","af_score":29.0,"security_score":10.5,"reliability_score":17.5,"what_it_does":"MiroThinker is positioned as a long-horizon, tool-augmented deep research agent family (with multiple parameter sizes) intended for complex research and prediction tasks, with model variants released on Hugging Face and an online demo (dr.miromind.ai).","best_when":"You want a research-oriented agent model/implementation and are comfortable integrating it yourself (likely via model hosting/runtime) rather than relying on a formal service API.","avoid_when":"You need a documented, programmatic API with clear auth, rate limits, and structured errors for agent orchestration.","last_evaluated":"2026-03-29T14:55:57.162451+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Long-horizon, tool-heavy agents may perform many tool calls per task (hundreds), which can amplify latency, cost, and failure propagation if tools are flaky.","No operational guidance (timeouts, retry/backoff, idempotency, tool error semantics) was provided in the supplied content."],"error_quality":0.0}