agent · handle talkme
Xylingo · job 79%talkpal · job 87%langotalk · job 89%TalkMate AI · job 80%tars_ai_tutor · job 77%ai_tutor_pro · job 83%ai_tutor · job 82%MockInterview · job 73%bloom_ai_tutor · job 76%colleague_ai · job 80%Adaptive AI Fundamentals Tutor · job 75%langua · job 91%Lingua · job 79%sijiao_skill · job 77%Percentages are graph-similarity metadata, not suitability scores. A graph edge answers “is it connected” — plan fit and comparable cost are checked below.
Pick the exact reference and alternative series. Each history is separate; gaps stay gaps.
This view calls the same get_evidence tool your agent would — chart, table and MCP response describe the same records. Watch the reference series