ai.getminds/minds

Tools

• ask_audience

  Submits exactly one respondent-visible standalone question to one existing Audience, identified by exact ID or fuzzy name. It creates a private Study for that Audience, starts asynchronous responses from its Minds, and returns the Study identifier and links. Never use this operation for a questionnaire, battery, section, cohesive question set, or any request with two or more known questions; create a Study and plan the complete multi-question block instead. MCP cannot read or upload a local file:// path. Use a fetchable HTTP(S) URL, a signed URL supplied by the client for the attached file, or an existing Minds workspace upload URL/path. The Study refuses to start if Minds cannot read the asset.

  shallow
• ask_group

  Submits one respondent-visible question to a single existing Group. The Group may be identified by exact ID or fuzzy name. The operation creates a private one-Group Panel, starts asynchronous responses from its Minds, and returns the Panel identifier and links for status retrieval.

  shallow
• ask_panel

  Submits one respondent-visible question to an existing Panel and starts asynchronous responses from its Minds. Follow-up questions remain within the existing Panel; this operation does not create or enumerate Panels. The full question value may reach respondents and is not planner-only metadata. Scale, categorical, and qualitative questions are classified automatically, and the response includes status and workspace links.

  shallow
• ask_study

  Submits exactly ONE respondent-visible question in an existing Study. Applicability: one standalone question, or one adaptive follow-up whose wording could not be known before earlier results. Exclusion: never use this operation for a questionnaire, survey, battery, section, cohesive question set, or any request containing two or more known questions—even when every question targets the same Study. The complete known set belongs in one planned and confirmed multi-question block inside the Study and must be submitted once, not question by question. Follow-up questions remain within the existing Study; this operation does not create or enumerate Studies. The full question value may reach respondents and is not planner-only metadata. Scale, categorical, and qualitative questions are classified automatically, and the response includes status and workspace links. The question is classified before it is queued, so the returned status is authoritative: queued or running means it was submitted to respondents, while planning_required means it was declined as an unrefined research objective and nothing was submitted. A planning_required response carries the original request plus a proposed headline and respondent questions for study planning. MCP cannot read or upload a local file:// path. Use a fetchable HTTP(S) URL, a signed URL supplied by the client for the attached file, or an existing Minds workspace upload URL/path. The Study refuses to start if Minds cannot read the asset.

  shallow
• create_audience_from_brief

  Creates a grounded Audience of synthetic Minds from a population or audience brief. It can combine authoritative web research, supplied sources, research files, and reviewed spreadsheet distributions; persists provenance and allocation audits; supports balanced, segment-coverage, and benchmark-depth sizing; is idempotent for identical inputs; and keeps the Audience private unless link sharing is enabled.

  shallow
• create_group_from_brief

  Creates a grounded Group of synthetic Minds from a population or audience brief. It can combine authoritative web research, supplied sources, research files, and reviewed spreadsheet distributions; persists provenance and allocation audits; supports balanced, segment-coverage, and benchmark-depth sizing; is idempotent for identical inputs; and keeps the Group private unless link sharing is enabled.

  shallow
• create_panel

  Creates a new research Panel from existing Groups or inline Group configurations when the intended outcome is a new Panel. Follow-up research on an existing Panel does not require creation. Composite creation is atomic and rolls back partial Group failures. Panels are private by default; enabling link sharing also publishes the attached Groups and Minds.

  shallow
• create_study

  Creates a new Study workspace from existing Audiences or inline Audience configurations; it does not ask questions or run research. Follow-up research in an existing Study does not require another Study. Every questionnaire, survey, battery, section, cohesive question set, or request with two or more known questions belongs in one planned and confirmed multi-question block inside that Study. Never submit such a known set as separate direct questions. A direct question is appropriate only when exactly one standalone question is known or the next question depends on earlier results. Composite creation is atomic and rolls back partial Audience failures. Studies are private by default; enabling link sharing also publishes the attached Audiences and Minds.

  shallow
• export_audience

  Exports an Audience brief through the same unified branded renderer used by the web app. Supports Markdown, PDF, DOCX, and PPTX. Binary artifacts are returned as base64.

  shallow
• export_group

  Export a group brief through the same unified branded renderer used by the web app. Supports Markdown, PDF, DOCX, and PPTX. Binary artifacts are returned as base64.

  shallow
• export_heatmap

  Export a completed website heatmap from a panel message, identified by the message ID that the panel reports on its completed results. Returns the same ZIP archive as the web app, including its unified-renderer PDF report, Markdown, images, and metadata.

  shallow
• export_mind

  Generates a branded profile for one existing Mind, identified by exact ID or fuzzy name. Markdown is returned inline by default; PDF, DOCX, and PPTX artifacts are returned as base64 with a workspace link.

  shallow
• export_panel

  Starts an asynchronous export of Panel results and returns an export job ID. Supports executive briefs, full reports, and raw data in PDF, HTML, PNG ZIP, DOCX, PPTX, Markdown, CSV, XLS, or SPSS SAV formats, subject to report-kind compatibility.

  shallow
• export_study

  Starts an asynchronous export of Study results and returns an export job ID. Supports executive briefs, full reports, and raw data in PDF, HTML, PNG ZIP, DOCX, PPTX, Markdown, CSV, XLS, or SPSS SAV formats, subject to report-kind compatibility.

  shallow
• get_panel_status

  Returns current Panel state, live progress for in-flight questions, completed per-Group results, linked Minds, Panel links, and the status of a specific asynchronous export job when export identifiers are supplied.

  shallow
• get_panel_study

  Returns durable progress or results for a Panel study, including its immutable confirmed plan, server-prepared execution plan, respondent-visible question audit, question progress, response artifacts, deterministic method calculations, and stage readiness.

  shallow
• get_panel_summary

  Returns or refreshes a semantic summary for a Panel study as Markdown plus flexible evidence blocks. Website, image, and video analyses retain heatmap-compatible block metadata.

  shallow
• get_study_run

  Returns durable progress or results for one confirmed multi-question run inside a Study, including its immutable confirmed plan, server-prepared execution plan, respondent-visible question audit, question progress, response artifacts, deterministic method calculations, and stage readiness.

  shallow
• get_study_status

  Returns the current Study state, live progress for in-flight questions, completed per-Audience results, linked Minds, Study links, and the status of a specific asynchronous export job when export identifiers are supplied.

  shallow
• get_study_summary

  Returns or refreshes the semantic summary for a Study as Markdown plus flexible evidence blocks. Website, image, and video analyses retain heatmap-compatible block metadata.

  shallow
• list_audiences

  Lists the authenticated user's Audiences, including member Minds, sharing state, and workspace or shared links. Accepts an optional fuzzy name search.

  shallow
• list_groups

  Lists the authenticated user's Groups, including member Minds, sharing state, and workspace or shared links. Accepts an optional fuzzy name search. Groups may also be described as audiences, segments, cohorts, target groups, or persona collections.

  shallow
• list_panels

  Lists the authenticated user's Panels with their Groups, Minds, status, sharing state, and workspace or shared links. Accepts an optional fuzzy name search. Panels may also be described as studies, surveys, research projects, focus groups, or research conversations.

  shallow
• list_research_methods

  Lists Minds research methods with availability, complexity, executable status, and fallback metadata. Results distinguish currently executable methods from experimental or planned methods.

  shallow
• list_studies

  Lists the authenticated user's Studies with their Audiences, Minds, status, sharing state, and workspace or shared links. Accepts an optional fuzzy name search. A Study is the persistent workspace that contains its Audiences, questions, multi-question blocks, results, exports, and history.

  shallow
• list_study_drafts

  Lists durable unfinished study drafts, or returns the complete saved planning state for one exact draft ID. Draft records are distinct from running or completed studies.

  shallow
• plan_panel_study

  Creates or revises a non-executing draft for a multi-question or structured Panel study. The draft records intent, respondent-visible stimulus and questions, response formats, locale, method, outputs, confirmation questions, and revision metadata. It does not start research.

  shallow
• plan_study_questions

  Creates or revises a non-executing draft for a multi-question plan inside an existing Study. Applicability: this is the setup operation for every questionnaire, survey, battery, section, cohesive question set, or request containing two or more known questions—even when the user did not say “study.” Include every question known now in this ONE draft, group related questions into cohesive named modules (question blocks or batteries), preserve their logical order, and execute them later as one confirmed run inside the Study. Never split a known set across one-question drafts or sequential runs. A one-question draft is valid only for genuinely standalone research; an adaptive follow-up whose wording depends on unavailable results can be planned later. The draft records intent, respondent-visible stimulus and questions, response formats, locale, method, outputs, confirmation questions, and revision metadata. It does not start research. MCP cannot read or upload a local file:// path. Use a fetchable HTTP(S) URL, a signed URL supplied by the client for the attached file, or an existing Minds workspace upload URL/path. The Study refuses to start if Minds cannot read the asset.

  shallow
• run_panel_study

  Executes an exact stored Panel-study draft revision after explicit confirmation. The server reloads and validates the revision, method availability, runner configuration, reviewed capabilities, optional advanced-method consent, and idempotency key before queuing durable research.

  shallow
• run_study_questions

  Executes the exact stored multi-question draft revision inside the target Study after explicit confirmation. One execution submits the ENTIRE draft—all named modules and all questions—as one durable run. Never execute each known question separately and never create one run per module. This operation is valid only after the person explicitly confirms the exact draft revision. The server reloads and validates the revision, method availability, runner configuration, reviewed capabilities, optional advanced-method consent, and idempotency key before queuing durable research. MCP cannot upload or read a local file:// path: attach the file through the client and use its signed HTTPS URL, upload it to Minds first, or use another fetchable HTTPS URL. Before invoking any Mind or using Study quota, the server verifies that required respondent-visible source material is readable and refuses the entire run if it is not.

  shallow
• save_study_draft

  Creates or checkpoints an unfinished Quick or Custom Study draft without starting research. It saves the objective, context, selected Audiences, method, questions, sources, and current planner step. Revisions require the exact draft ID and expected revision, and stale writes are rejected.

  shallow

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