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Uploads, transcribes, searches, codes, and analyzes interviews to produce evidence-linked insights and jobs-to-be-done research structures.
기능
도구
17
도구
cards_read
Cards Read
List L2 coded claim-cards (claim + optional quote + chunk_index + lens + codes + start_seconds? + url). Filter by project_id, interview_id / interview_ids, codes (any match), or lens (workflow|gtm|privacy|other). CITATION REQUIRED: actively cite each card.quote to the user as markdown ["verbatim quote"]({base_url}/project/interview/{id}?t={seconds}) using item.url from the tool result (already absolute; includes ?t= when start_seconds is set). Prefer quotes over paraphrase. Verify with interviews_read action=transcript around_chunk_index when a wider quote window is needed.
읽기 전용
입력 스키마
{'type': 'object', 'properties': {'lens': {'enum': ['workflow', 'gtm', 'privacy', 'other'], 'type': 'string', 'description': 'Optional exact lens filter.'}, 'codes': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Optional code tags; any match (e.g. pain:synthesis, gtm:pricing).'}, 'limit': {'type': 'integer', 'description': 'Max cards to return (default 50, max 200).'}, 'offset': {'type': 'integer', 'description': 'Number of cards to skip (default 0).'}, 'folder_id': {'type': 'string', 'description': 'Deprecated alias for project_id.'}, 'project_id': {'type': 'string', 'description': 'Optional project UUID — cards from interviews in this project (alias: folder_id).'}, 'interview_id': {'type': 'string', 'description': 'Optional interview UUID to scope cards.'}, 'interview_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Optional interview UUIDs to scope cards.'}}}
get-skills
Startup ideas / office hours
Use for startup ideas, office hours, and “I installed this connector to work through an idea”. Inside: office-hours-zernote (challenge the idea), zernote-plan-research. Omit id for the catalog, then pass id for the full playbook. Not for listing interviews or projects. Works without login.
읽기 전용
입력 스키마
{'type': 'object', 'properties': {'id': {'type': 'string', 'description': 'Skill id. Empty = catalog. Examples: office-hours-zernote, zernote-plan-research.'}}}
guides_create
Guides Create
Create the first interview guide on a project. Use this to upload a new guide. Pass structured fields, not markdown: intro, blocks (title, minutes, notes, questions with text/note/key), and notes_template. Needs at least one block with a title. Fails if the project already has a guide — then use guides_edit. Core does not show the guide. Live reads it on the project.
입력 스키마
{'type': 'object', 'required': ['project_id', 'blocks'], 'properties': {'intro': {'type': 'string', 'description': 'Spoken opening before the first block.'}, 'blocks': {'type': 'array', 'items': {'type': 'object', 'required': ['title'], 'properties': {'notes': {'type': 'string', 'description': 'Block note shown to the interviewer.'}, 'title': {'type': 'string', 'description': 'Block title, e.g. Opening.'}, 'minutes': {'type': 'integer', 'description': 'Minutes allocated to this block.'}, 'questions': {'type': 'array', 'items': {'type': 'object', 'required': ['text'], 'properties': {'key': {'type': 'boolean', 'description': 'True if this is a must-ask question.'}, 'note': {'type': 'string', 'description': 'Interviewer note under the question.'}, 'text': {'type': 'string', 'description': 'Spoken question.'}}}}}}, 'description': 'Timed sections in interview order.'}, 'project_id': {'type': 'string', 'description': 'Project UUID.'}, 'notes_template': {'type': 'string', 'description': 'Post-interview notes template (conspect).'}}}
guides_edit
Guides Edit
Replace an existing interview guide from markdown. To create the first guide, call guides_create. Text before the first ## is the intro. ## Title (12) or ## Title (7–11) is a block; minutes are the last number in parentheses. Lines starting with - or 1. are questions; a leading * marks a key question; the next indented line is the question note. A paragraph under the block heading before the first question is the block note. ## Конспект is the post-interview notes template, not a block. Optional line `Общее время: 30` or `Total: 30` sets total minutes; otherwise they are the sum of block minutes. Anything that does not match is returned in remainder and kept, not dropped. The previous guide is replaced entirely.
파괴적 작업
입력 스키마
{'type': 'object', 'required': ['project_id', 'markdown'], 'properties': {'markdown': {'type': 'string', 'description': 'Full guide markdown. Replaces the guide stored on the project.'}, 'project_id': {'type': 'string', 'description': 'Project UUID.'}}}
guides_read
Guides Read
Read the interview guide stored on a project. The guide has an intro, ordered blocks (title, minutes, questions, notes), total time, a notes template, and any markdown that did not parse. Returns an empty guide when the project has none.
읽기 전용
입력 스키마
{'type': 'object', 'required': ['project_id'], 'properties': {'project_id': {'type': 'string', 'description': 'Project UUID.'}}}
insights_read
Insights Read
Read the project Insights graph in pages or by node. action=list returns a compact folder-wide outline (groups + interviews) plus a page of insight bodies. Filter with interview_id, group_id (DB UUID, not UI group-0), group_name, insight_ids, or ungrouped_only. action=get_node returns one node: insight | interview | group | ungrouped. CITATION REQUIRED: actively cite each item.quote as markdown ["verbatim quote"]({base_url}/project/interview/{id}?t={seconds}) using item.url from the tool result (already absolute; includes ?t= when start_seconds is set). Prefer quotes over paraphrase. Do not use quote_start — that is a character offset, not a player timestamp.
읽기 전용
입력 스키마
{'type': 'object', 'required': ['action'], 'properties': {'id': {'type': 'string', 'description': 'get_node: insight, interview, or group UUID. Not used for ungrouped.'}, 'limit': {'type': 'integer', 'description': 'List only: max insight bodies (default 25, max 100).'}, 'action': {'enum': ['list', 'get_node'], 'type': 'string', 'description': 'list = paged insight bodies + outline. get_node = one insight, interview, group, or ungrouped cluster.'}, 'offset': {'type': 'integer', 'description': 'List only: skip this many matching insight bodies (default 0).'}, 'group_id': {'type': 'string', 'description': 'List filter: insight_groups.id UUID (not a render index like group-0).'}, 'folder_id': {'type': 'string', 'description': 'Deprecated alias for project_id.'}, 'node_type': {'enum': ['insight', 'interview', 'group', 'ungrouped'], 'type': 'string', 'description': 'get_node: which node to load.'}, 'group_name': {'type': 'string', 'description': 'List filter: case-insensitive group name match.'}, 'project_id': {'type': 'string', 'description': 'Project/folder UUID (required for list and for get_node group/ungrouped/insight).'}, 'insight_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'List filter: only these insight UUIDs.'}, 'interview_id': {'type': 'string', 'description': 'List filter: only insights from this interview. Interview must be in the project.'}, 'ungrouped_only': {'type': 'boolean', 'description': 'List filter: only insights that are not in a cross-interview group.'}}}
interviews_edit
Interviews Edit
Rename, move, write summary/notes, retranscribe, assign/confirm speakers, or toggle voiceprint. action=rename needs id+title; move needs interview_ids (+ optional project_id); write_summary needs id+summary; write_notes needs id+notes; retranscribe needs id+language (charges transcription tokens again; analyze-only, keeps notes). assign_speakers needs id+speaker_labels+assigned_names. For voiceprint interviewer confirm: one label + real name on one interview after quote links; that identity backfills other interviews sharing voice_identity_id — re-list instead of confirming every card. set_voiceprint needs enabled bool (false purges biometric voice data). If need_approve_speakers=true, show quote links then assign_speakers when the user confirms. If transcript_quality.looks_corrupted=true, offer retranscribe with the correct language. write_notes and write_summary replace the entire notes or summary field (not append).
파괴적 작업
입력 스키마
{'type': 'object', 'required': ['action'], 'properties': {'id': {'type': 'string', 'description': 'Interview UUID (rename, write_summary, write_notes, retranscribe, assign_speakers).'}, 'notes': {'type': 'string', 'description': 'Full note text that replaces the existing notes field (write_notes).'}, 'title': {'type': 'string', 'description': 'New title (rename).'}, 'action': {'enum': ['rename', 'move', 'write_summary', 'write_notes', 'retranscribe', 'assign_speakers', 'set_voiceprint'], 'type': 'string', 'description': 'Edit action.'}, 'enabled': {'type': 'boolean', 'description': 'Voiceprint on/off (set_voiceprint). false deletes stored voice biometrics.'}, 'summary': {'type': 'string', 'description': 'Full summary markdown that replaces the existing summary (write_summary). Expected sections: # Summary, ## Profile, ## Tools & workflow, ## Pains & friction, # Other topics.'}, 'language': {'type': 'string', 'description': 'Transcription language code for retranscribe (e.g. en, ru, nl). Charges tokens for audio duration.'}, 'folder_id': {'type': 'string', 'description': 'Deprecated alias for project_id.'}, 'project_id': {'type': 'string', 'description': 'Destination project UUID for move (alias: folder_id). Omit or null for Inbox.'}, 'interview_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Interview UUIDs to move.'}, 'assigned_names': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Human names matching speaker_labels (assign_speakers). Use a real name, not "Interviewer N".'}, 'speaker_labels': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Diarization labels to assign (assign_speakers), e.g. ["A"]. Voiceprint interviewer confirm: one label in this call (same identity then backfills other interviews).'}}}
interviews_read
Interviews Read
Read interviews. Typical path: (1) action=list with summary_mode=brief (default) — returns the short # Summary. List items include need_approve_speakers (+ pending_speakers / hint): when true, show interviewer quote links then confirm via assign_speakers; one identity confirm backfills other interviews sharing voice_identity_id. Use summary_mode=brief for renaming or folder triage. Use summary_mode=full when Profile/Tools/Pains/Other topics are needed for deeper analysis. (2) call `search` when you need evidence or counter-evidence for a hypothesis; (3) use action=transcript with around_chunk_index from matching_chunks when a quote window is required. CITATION REQUIRED: when answering the user, actively cite evidence as markdown ["verbatim quote"]({base_url}/project/interview/{id}?t={seconds}) using interview_url / matching chunk url from tool results (includes ?t= when start_seconds is set). Prefer quotes over paraphrase.
읽기 전용
입력 스키마
{'type': 'object', 'required': ['action'], 'properties': {'id': {'type': 'string', 'description': 'Interview UUID (required for get, status, transcript).'}, 'limit': {'type': 'integer', 'description': 'For list: max interviews (default 20, max 100). For transcript: max characters (default 4000, max 20000).'}, 'action': {'enum': ['list', 'get', 'status', 'transcript'], 'type': 'string', 'description': 'Read action. Use list (brief or summary_mode=full) for overview; use transcript when you need a quote window.'}, 'offset': {'type': 'integer', 'description': 'For list: skip count. For transcript without around_chunk_index: character offset (default 0).'}, 'folder_id': {'type': 'string', 'description': 'Deprecated alias for project_id.'}, 'inbox_only': {'type': 'boolean', 'description': 'When true with action=list, list Inbox interviews (no project). Ignored if project_id is set.'}, 'notes_mode': {'enum': ['none', 'full'], 'type': 'string', 'description': 'List only. none (default) = omit notes body. full = researcher notes (truncated on list). Use summary when notes are not required.'}, 'project_id': {'type': 'string', 'description': 'Optional project UUID to filter list (alias: folder_id).'}, 'radius_chars': {'type': 'integer', 'description': 'Transcript only with around_chunk_index: chars before/after chunk match (default 1500, max 8000).'}, 'summary_mode': {'enum': ['brief', 'full'], 'type': 'string', 'description': 'List only. brief (default) = short # Summary for triage/rename. full = all summary_fragments (profile/tools/pains/other_topics) when brief is insufficient.'}, 'around_chunk_index': {'type': 'integer', 'description': 'Transcript only: expand a window around this vector-search chunk_index (use instead of blind offset when available).'}}}
jtbd_edit
JTBD Edit
Edit JTBD graph: extract_interview, move_interview, create_segment, fill_in job, update_job, delete_job.
파괴적 작업
입력 스키마
{'type': 'object', 'required': ['action'], 'properties': {'name': {'type': 'string'}, 'when': {'type': 'string'}, 'action': {'enum': ['extract_interview', 'move_interview', 'create_segment', 'fill_in', 'update_job', 'delete_job'], 'type': 'string'}, 'job_id': {'type': 'string'}, 'so_that': {'type': 'string'}, 'category': {'type': 'string'}, 'language': {'type': 'string', 'description': 'Job tree language for extract_interview (en or ru). Defaults to en. Quotes stay in the interview language.'}, 'folder_id': {'type': 'string'}, 'i_want_to': {'type': 'string'}, 'project_id': {'type': 'string'}, 'segment_id': {'type': 'string'}, 'human_edited': {'type': 'boolean'}, 'interview_id': {'type': 'string'}, 'to_segment_id': {'type': 'string'}}}
jtbd_read
JTBD Read
Read JTBD job graph segments and trees. action=list_segments needs folder_id/project_id. action=get_tree needs segment_id or interview_id. CITATION REQUIRED: cite job quotes as ["text"](interview_url).
읽기 전용
입력 스키마
{'type': 'object', 'required': ['action'], 'properties': {'action': {'enum': ['list_segments', 'get_tree'], 'type': 'string'}, 'folder_id': {'type': 'string', 'description': 'Project/folder UUID (list_segments).'}, 'project_id': {'type': 'string', 'description': 'Alias for folder_id.'}, 'segment_id': {'type': 'string', 'description': 'Segment UUID (get_tree).'}, 'interview_id': {'type': 'string', 'description': 'Interview UUID (get_tree).'}}}
mcp_confirm_upload
Confirm Upload
App-only: confirm a completed R2 upload (single PUT or multipart) for an Inbox interview. Audio/video is enqueued for transcription (STT + diarization). Text (.txt/.md) and PDF are stored and marked ready immediately — no transcription.
입력 스키마
{'type': 'object', 'required': ['interview_id', 'object_key', 'filename', 'size_bytes', 'language'], 'properties': {'title': {'type': 'string', 'description': 'Optional title to apply before confirm.'}, 'filename': {'type': 'string', 'description': 'Original filename.'}, 'language': {'type': 'string', 'description': 'STT language for audio/video (e.g. en, ru, nl). Not used for text/PDF (no transcription).'}, 'object_key': {'type': 'string', 'description': 'R2 object key from prepare.'}, 'size_bytes': {'type': 'integer', 'description': 'File size in bytes.'}, 'interview_id': {'type': 'string', 'description': 'Interview UUID from prepare.'}, 'multipart_parts': {'type': 'array', 'items': {'type': 'object', 'properties': {'etag': {'type': 'string'}, 'part_number': {'type': 'integer'}}}, 'description': 'Completed parts (part_number + etag) when using multipart.'}, 'multipart_upload_id': {'type': 'string', 'description': 'Multipart upload id — complete assembly before confirm.'}}}
mcp_prepare_upload
Prepare Upload
App-only: create an Inbox interview and return a presigned R2 upload URL (or multipart upload_id for large files). Pass interview_id (+ upload_id for multipart) to resume without a new card.
입력 스키마
{'type': 'object', 'required': ['filename', 'size_bytes'], 'properties': {'title': {'type': 'string', 'description': 'Optional interview title (defaults to sanitized filename).'}, 'filename': {'type': 'string', 'description': 'Original filename.'}, 'upload_id': {'type': 'string', 'description': 'Optional multipart upload id from a previous prepare (resume).'}, 'size_bytes': {'type': 'integer', 'description': 'File size in bytes.'}, 'content_type': {'type': 'string', 'description': 'MIME type for the PUT (optional).'}, 'interview_id': {'type': 'string', 'description': 'Optional: existing empty interview UUID — resume upload without creating a new card.'}}}
mcp_sign_upload_parts
Sign Upload Parts
App-only: return presigned R2 URLs for one or more multipart upload parts (resume-safe).
입력 스키마
{'type': 'object', 'required': ['interview_id', 'object_key', 'upload_id', 'part_numbers'], 'properties': {'upload_id': {'type': 'string', 'description': 'Multipart upload id from prepare.'}, 'object_key': {'type': 'string', 'description': 'R2 object key from prepare.'}, 'interview_id': {'type': 'string', 'description': 'Interview UUID from prepare.'}, 'part_numbers': {'type': 'array', 'items': {'type': 'integer'}, 'description': 'Part numbers to sign (1-based, max 20).'}}}
projects_edit
Projects Edit
Create or rename projects. action=create needs name; action=rename needs id and name. Delete is not supported yet.
입력 스키마
{'type': 'object', 'required': ['action'], 'properties': {'id': {'type': 'string', 'description': 'Project UUID (required for rename).'}, 'name': {'type': 'string', 'description': 'Project name (required for create and rename).'}, 'action': {'enum': ['create', 'rename'], 'type': 'string', 'description': 'Edit action.'}, 'description': {'type': 'string', 'description': 'Optional project description (create/rename).'}}}
projects_read
Projects Read
Read existing research folders. Not for a new startup idea or office hours — call get-skills first. action=list returns projects for the authenticated user.
읽기 전용
입력 스키마
{'type': 'object', 'required': ['action'], 'properties': {'limit': {'type': 'integer', 'description': 'Max number of projects to return (default 50, max 200).'}, 'action': {'enum': ['list'], 'type': 'string', 'description': 'Read action. Currently only list.'}, 'offset': {'type': 'integer', 'description': 'Number of projects to skip before returning results (default 0).'}}}
search
Search
Semantic search for evidence / counter-evidence after you have interview context (e.g. from list/summary). Optional interview_id scopes search to one interview and returns smaller text windows. Returns matching_chunks[{chunk_index, text, similarity, start_seconds?, url}]. CITATION REQUIRED: actively cite hits to the user as markdown ["verbatim quote from text"]({base_url}/project/interview/{id}?t={seconds}) using each chunk's url field from the tool result (already absolute; includes ?t= when start_seconds is present). Prefer quoting matching_chunks over paraphrase. Expand with interviews_read action=transcript around_chunk_index when a wider quote window is needed.
읽기 전용
입력 스키마
{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'description': 'Max number of interviews to return (default 5, max 10). Ignored when interview_id is set.'}, 'query': {'type': 'string', 'description': 'Natural language search query (hypothesis / claim to evidence).'}, 'chunks_limit': {'type': 'integer', 'description': 'Max matching chunks per interview (default 3 corpus / 8 when interview_id set; max 10 / 20).'}, 'interview_id': {'type': 'string', 'description': 'Optional interview UUID — search only inside this interview; returns smaller chunk windows.'}, 'chunks_offset': {'type': 'integer', 'description': 'Skip this many top chunks per interview (default 0).'}}}
upload_interview
Upload Interview
Opens the in-Claude MCP Apps widget "Upload To Zernote" so the user can drop a file into Inbox in this chat (audio/video max 2GB; text .txt/.md or PDF max 50MB). Use when the user wants to upload/add an interview or get started on an empty account — this is the usual ingest path in Claude. Audio/video starts transcription; text/PDF become ready immediately (no speaker diarization). Claude can name interviews after upload.
입력 스키마
{'type': 'object', 'properties': {}}
기록
최근 도구 변경
추가됨
guides_edit
2026년 10월 1일 2:42 AM
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guides_create
2026년 10월 1일 2:42 AM
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guides_read
2026년 10월 1일 2:42 AM
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mcp_confirm_upload
2026년 9월 25일 2:40 AM
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mcp_sign_upload_parts
2026년 9월 25일 2:40 AM
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mcp_prepare_upload
2026년 9월 25일 2:40 AM
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upload_interview
2026년 9월 25일 2:40 AM
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jtbd_edit
2026년 9월 25일 2:40 AM
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jtbd_read
2026년 9월 25일 2:40 AM
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insights_read
2026년 9월 25일 2:40 AM
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cards_read
2026년 9월 25일 2:40 AM
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search
2026년 9월 25일 2:40 AM
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interviews_edit
2026년 9월 25일 2:40 AM
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interviews_read
2026년 9월 25일 2:40 AM
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projects_edit
2026년 9월 25일 2:40 AM
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projects_read
2026년 9월 25일 2:40 AM
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get-skills
2026년 9월 25일 2:40 AM
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