Minds: Synthetic Market Research Panels

{
  "id": "aix_e9827d8b62",
  "name": "Minds: Synthetic Market Research Panels",
  "operator": "(unclaimed - source: registry-official · publisher: ai.getminds)",
  "description": "Run AI market research: synthetic customer panels for concept testing, message testing, segments.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-24",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "browser-automation",
    "media-catalog",
    "pdf-to-json",
    "spreadsheet-ops",
    "voicemail-transcribe",
    "web-research"
  ],
  "protocols": {
    "mcp": "https://getminds.ai/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 1147,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 56,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-24T16:00:47.878Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://getminds.ai/mcp/setup"
    },
    {
      "label": "repository",
      "url": "https://github.com/minds-ai-co/minds-mcp"
    }
  ],
  "avatar": "https://github.com/minds-ai-co.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/minds-ai-co"
    }
  ],
  "profile": {
    "mcp_server": "minds-ai",
    "mcp_version": "2.0.0",
    "tool_count": 24,
    "tools": [
      {
        "name": "create_study",
        "description": "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. This operation ALWAYS creates: a matching name never attaches to an existing Study, and only a byte-identical repeat of the same call (same name, Audience IDs, inline configs, and sharing flag) replays the Study the first call made, reported as replayed: true. Settle the complete Audience set before calling: no advertised tool adds an Audience to an existing Study, and Study deletion is unavai"
      },
      {
        "name": "ask_study",
        "description": "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"
      },
      {
        "name": "export_study",
        "description": "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, or SPSS SAV."
      },
      {
        "name": "export_mind",
        "description": "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."
      },
      {
        "name": "export_audience",
        "description": "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."
      },
      {
        "name": "export_heatmap",
        "description": "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 unified-renderer PDF report, Markdown, images, and metadata."
      },
      {
        "name": "study_heatmap",
        "description": "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 assets assigned to that question can be analyzed. GET returns assetHeatmaps keyed by asset identity; start with assetKey reuses completed analysis for that asset, while start without assetKey can rerun analysis. Website analysis visits the assigned public URL. Starting analysis uses one response per Mind and requires Premium. Selecting a different video does not change the question results."
      },
      {
        "name": "list_studies",
        "description": "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 unavailable in this app. Explain the limitation and direct the user to the Minds workspace at https://getminds.ai/ or authorized support without first retrieving the Study. Lists the authenticated user's Studies, newest first, one page at a time (limit, default 20, and offset; nextOffset continues). Each row has the Study's Audiences with their Mind counts, question count, sharing state, and workspace or shared link"
      },
      {
        "name": "list_model_connections",
        "description": "Lists the authenticated team’s model connections with IDs, current revisions, endpoints, and verified text, structured-output, streaming, and tool capabilities. Results contain selection metadata and pagination, excluding provider credentials and raw probe output."
      },
      {
        "name": "get_study_status",
        "description": "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 unavailable in this app. Explain the limitation and direct the user to the Minds workspace at https://getminds.ai/ or authorized support without first retrieving the Study. Returns the current Study state, 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. Values can be numeric answers"
      },
      {
        "name": "list_audiences",
        "description": "Lists the authenticated user's Audiences, most recently updated first, one page at a time (limit, default 20, and offset; nextOffset continues), with Mind counts, sharing state, and workspace or shared links. includeMinds adds each Audience's member Minds. searchQuery returns the best fuzzy name match instead of a page. In the final reply, include clickable links to each returned Audience workspaceUrl and the top-level workspaceUrl, preserving the URLs verbatim. These are authenticated workspace links, not public share links. Use sharedAudienceUrl only for public or recipient handoff."
      },
      {
        "name": "get_audience_limits",
        "description": "**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 ceilings that apply to the authenticated connector account: the per-Audience plan cap including any configured team allowance, the custom-size maximum, and per-mode ceilings. The response identifies scope.userId, scope.teamId, allowance.source and checkedAt. Match that account/team to the intended workspace before claiming its limit; another connector or browser login can have a different allowance. These are sizes for"
      },
      {
        "name": "create_audience_from_brief",
        "description": "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 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; generates the same member portraits and Audience cover as in-app creation; individually trains every member, including large reviewed-dataset c"
      },
      {
        "name": "import_audience_sources",
        "description": "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 retry. Optional caller-reviewed grounding JSON binds distributions to existingFiles followed by files in sourceIdx order, returning a normalized snapshot and checksum for audience preview and creation. This operation creates no Audience or Minds and performs no web search or independent verification of supplied percentages."
      },
      {
        "name": "ask_audience",
        "description": "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. Automatic classification may reformulate the question; this operation does not promise verbatim wording. Locked respondent wording and response formats require a reviewed and confirmed Study plan. Never use this operation for a questionnaire, battery, section, cohesive question set, or any request with two or more known questions; create a"
      },
      {
        "name": "plan_study_questions",
        "description": "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"
      },
      {
        "name": "run_study_questions",
        "description": "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 r"
      },
      {
        "name": "get_study_run",
        "description": "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. Progress is question-level (settled/total). Completed response artifacts contain every participating Mind’s answer and grow with respondent count; internal generation and language-review diagnostics are omitted."
      },
      {
        "name": "list_research_methods",
        "description": "Lists Minds research methods with availability, complexity, executable status, and fallback metadata. Results distinguish currently executable methods from experimental or planned methods."
      },
      {
        "name": "list_study_drafts",
        "description": "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."
      },
      {
        "name": "save_study_draft",
        "description": "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 replace the saved planning state and require the exact draft ID and expected revision; stale writes are rejected."
      },
      {
        "name": "list_study_templates",
        "description": "List your own and team-shared Advanced Study templates, most used first, or read one exact template including its revision, research method, questions, response settings and question attachments. configuration.methodId names the registered research method the Study runs under. configuration.questions is a fixed, pre-registered instrument — exact wording, order and per-item response contracts — ready to be transcribed into a question plan exactly as saved, without being re-planned. Saved templates commonly cover pricing and willingness to pay, concept and message tests, A/B comparisons, website"
      },
      {
        "name": "manage_study_template",
        "description": "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 sharing off. Teammates can read and use shared templates; only owners can update, delete or change sharing. Use creates an independent editable draft in the Minds web app and never starts research; that draft is finished in the app rather than over MCP. The stored configuration.questions of a template can instead be transcribed into a question plan here as a fixed instrument. Save exact questions, response settings,"
      },
      {
        "name": "get_study_summary",
        "description": "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."
      }
    ],
    "profiled_at": "2026-09-19T09:00:37.324Z"
  },
  "unreachable": false,
  "payment_method": "open"
}