agent · handle talkmate_ai
English AI Speaking Tutor · job 73%cekura · job 72%langua · job 73%langotalk · job 73%standout_2 · job 75%Interview Practice · job 73%MockInterview · job 77%eden · job 70%talkpal · job 79%Xylingo · job 83%TalkMe · job 80%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