Find the exact moment in a long YouTube video—and see the evidence behind the answer.
cueprecise is an MCP project maintained in the nattentia/cueprecise repository. The maintainer describes its purpose as “Find the exact moment in a long YouTube video—and see the evidence behind the answer”. Read the project documentation for the complete scope.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| cueprecise_register | register and analyze a YouTube video. Choose the stages to run; |
| cueprecise_status | report progress, generated artifacts, and estimated local usage. |
| cueprecise_outline | return a timestamped outline, recovered terms, and speaker state. |
| cueprecise_query | search transcript evidence and related frames. |
| cueprecise_excerpt | return transcript and frames for a specific time range. |
| cueprecise_frames | extract frames around screen-reference moments or requested timestamps, |
| cueprecise_summary | create or retrieve a summary. |
| cueprecise_set_summary | validate and save a host-improved summary. |
| cueprecise_set_chapter_titles | validate and save host-written chapter titles. |
| cueprecise_subtitle | return the next subtitle work packet (term review, translation, or checks) and the local viewer link. |
| cueprecise_set_subtitle | validate and save the AI client's response, then return the next packet. |
| cueprecise_purge | explicitly remove chunks, source video, derived results, raw material, or all data. |
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