MCP serverai.getminds/minds

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 asyn

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 earl

Supports operationId-only requests to read a previously accepted preview or creation job and retrieve its result without creating another Audience. Creates a grounded Audience of s

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

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.

Exports a completed website heatmap from a Study result, identified by the message ID reported with the completed result. Returns the same ZIP archive as the web app, including its

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 base6

Starts an asynchronous export of Study results and returns an export job ID. Supports executive briefs and full reports in PDF, DOCX, PPTX, or Markdown, plus raw data in CSV, XLS,

**Call this before creating an Audience whenever a size is in play** — the user named a number, asked for "as many as possible", or you are choosing a creation mode. Returns the ce

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

Applicability: use only when the user asks to find, inspect, or check a Study or its export. For a deletion-only request, do not call this or another lookup tool: Study deletion is

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.

Imports supplied UTF-8 text, Markdown, CSV and JSON research files into account-owned storage. Accepts file contents rather than local paths. Identical file imports are safe to ret

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

Lists the authenticated team’s model connections with IDs, current revisions, endpoints, and verified text, structured-output, streaming, and tool capabilities. Results contain sel

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

Applicability: use only when the user asks to find, inspect, or check a Study or its export. For a deletion-only request, do not call this or another lookup tool: Study deletion is

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.

List your own and team-shared Custom Study templates, most used first, or read one exact template including its revision, questions, response settings and question attachments.

Save, explicitly update, delete or use a Custom research template. Templates are private by default. Owners can set update.isSharedWithTeam to share with their current team or turn

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, se

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 questi

Creates or checkpoints an unfinished Quick or Custom Study draft without starting research. It saves the objective, context, selected Audiences, method, questions, sources, and cur

Read or start a question asset heatmap, with the same behavior as Minds UI. For a specific video or image pass assetKey: its saved upload path (chat/...) or normalized URL. Only as