Minds: Synthetic Market Research Panels

ai.getminds由 getminds.ai 發布官方發布者v2.0.2更新於 Nov 3, 2026

Run AI market research: synthetic customer panels for concept testing, message testing, segments.

已驗證Streamable HTTP可網頁執行資料與分析商業與電商

概覽

AI 產生的概覽

託管式 Minds MCP 伺服器，讓助理建立合成受眾並執行市場研究，之後匯出結果。

可以做什麼
  • 建立與管理受眾：依文字人群簡報生成受眾、匯入研究檔案，以及列出、複製、重新校準和匯出受眾
  • 提問與執行研究：提出獨立問題或追問、查看進度、呈現結果、取消問題並恢復執行
  • 規劃與審閱：儲存、修訂和審閱研究草稿與方案，掛接受眾，並在確認後啟動執行
  • 範本與方法：列出研究方法，儲存、更新、使用和刪除研究範本
  • 匯出與分享：匯出研究、熱力圖和 Mind 檔案，讀取研究摘要，重新命名或移動項目，並開關分享
適用情境
適合在真實受訪者研究之前做初步探索：概念與訊息測試、廣告或落地頁預測試、買家人物誌驗證、區隔比較，以及篩選研究假設。適合已在使用 Minds、希望從 ChatGPT、Claude、Cursor 等 MCP 用戶端直接進行這類工作的團隊。
執行需求
遠端 streamable HTTP 端點（getminds.ai），無需本機安裝。必須驗證：OAuth 2.1 搭配 PKCE，或以 Authorization Bearer 標頭傳入 Minds API 金鑰。需要 Minds 帳號與方案，部分執行需要付費方案權限。
安裝前請注意
它會操作你的 Minds 帳號：工具可建立、複製、重新校準並永久複製受眾與研究，變更分享與公開連結，並刪除已儲存的研究範本。研究會消耗合成回答額度，部分執行需要付費方案權限，啟動前請確認方案限制。API 金鑰屬於帳號憑證，應妥善保管。結果為合成資料，不能取代具代表性的人工研究。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Minds: Synthetic Market Research Panels，將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存，絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/ai.getminds%2Fminds/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "minds-synthetic-market-research-panels": {
      "type": "http",
      "url": "https://getminds.ai/mcp"
    }
  }
}

README

Minds MCP Server

[smithery badge] [DOI]

Run AI market research from your assistant: build synthetic Audiences and run Studies for concept testing, message testing, and segment comparison.

Endpoint: https://getminds.ai/mcp (streamable HTTP) Docs: https://getminds.ai/mcp/setup Quick-start guide: https://minds-ai-co.github.io/minds-mcp/ Technical reference: https://minds-mcp.readthedocs.io/en/latest/ GitBook: https://minds-1.gitbook.io/minds-mcp/ Client compatibility: https://minds-mcp-compatibility.pages.dev/ Setup generator: https://minds-mcp-setup-generator.netlify.app/ Public API explorer: https://minds-api-explorer.vercel.app/?utm_source=content&utm_medium=content&utm_campaign=content-seo-mcp-reference&utm_content=mcp-repository-api-explorer API + MCP integration lab: https://minds-api-mcp-integration-lab-bba685.gitlab.io/?utm_source=content&utm_medium=content&utm_campaign=content-seo-mcp-reference&utm_content=mcp-repository-integration-lab Archived release: https://doi.org/10.5281/zenodo.21711429 Auth: OAuth 2.1 with PKCE (dynamic client registration or Client ID Metadata Documents), or a Minds API key (Authorization: Bearer minds_…)

This repository is documentation for a hosted MCP server. There is no code to install or run. The server is operated by Minds and the implementation lives in our application, not here.

Documentation maintenance

reference/ is the single source for maintained integration content. Read the Docs and GitBook publish the same Markdown through repository sync. GitHub Pages, Cloudflare Pages, and the Netlify setup generator are intentionally thin, platform-specific surfaces; Zenodo preserves versioned release snapshots. See DOCUMENTATION.md for the publishing contract.

What it does

Minds is a synthetic market research platform. This MCP server lets ChatGPT, Claude, Cursor, and any other MCP client run customer research end to end without leaving the assistant.

Describe an audience in a brief ("German Gen Z grocery shoppers", "enterprise IT buyers in fintech") and the server runs deep web research to ground that audience in government statistics, peer-reviewed studies, and industry reports rather than in generic model priors. Then ask the Audience a question, run a structured Study, and export the results.

Typical jobs:

  • Concept testing and message testing before creative production
  • Ad pretesting, landing page audits, and packaging tests with per-segment reactions
  • Buyer persona validation and objection discovery for B2B go to market
  • Segment comparison and positioning checks across markets
  • Screening research hypotheses before commissioning fieldwork with real respondents

Studies run durably server side, so a long study survives the chat session that started it. Results export to PDF, DOCX, PPTX, Markdown, CSV, XLS, and SPSS SAV.

Scope. Minds does not replace representative human fieldwork. It replaces the slow first pass: sharpening the question, surfacing objections, and deciding which assumptions deserve real-respondent validation.

Setup

ChatGPT

Enable developer mode under Settings → Security and login, then open Plugins and select the plus button. Add https://getminds.ai/mcp as a public HTTPS connection, choose OAuth, and sign in to Minds. Availability depends on your account and workspace policy.

Study results can render as interactive widgets inline. See the official OpenAI connection guide and the Minds setup guide.

Claude Desktop and claude.ai

Customize, then Connectors, then add https://getminds.ai/mcp as a remote connector and authorize via OAuth.

Claude Code

bash
claude mcp add --transport http mindsai https://getminds.ai/mcp \  --header "Authorization: Bearer minds_YOUR_API_KEY"

Cursor

Settings, then MCP, then add https://getminds.ai/mcp and authorize via OAuth. The repository also contains a Marketplace-ready Cursor plugin manifest at .cursor-plugin/plugin.json; its MCP configuration is intentionally kept in cursor.mcp.json so the shared Agent Plugins configuration can retain the portable streamable-http transport name.

Google Antigravity

bash
agy plugins install https://github.com/minds-ai-co/minds-mcp

The root plugin.json and mcp_config.json make this repository an Antigravity plugin. Antigravity discovers OAuth from the hosted endpoint; authenticate under Settings, then Customizations. To add only the server, run agy mcp add --type http minds https://getminds.ai/mcp or put {"mcpServers": {"minds": {"serverUrl": "https://getminds.ai/mcp"}}} in ~/.gemini/config/mcp_config.json. Full guide: https://getminds.ai/guide/integration-antigravity

Gemini CLI remains supported for Google Cloud enterprise and API-key users. Its legacy extension manifest stays available as gemini-extension.json.

ChatGPT and Codex Plugins

The repository includes the shared plugin package at .codex-plugin/plugin.json and its remote server configuration in .mcp.json. The public directory listing uses the same hosted endpoint and maintained reference content.

VS Code (Copilot), Windsurf, Langdock, Open WebUI

Add https://getminds.ai/mcp as a remote MCP server. Full per-client instructions, including API key setup, are at https://getminds.ai/mcp/setup.

API keys

Generate one in the Minds app under Settings → API Keys. Keys start with minds_ and are passed as Authorization: Bearer minds_....

Tools

The server advertises 45 tools. Clients read the current schemas at runtime; the full list with access levels is in reference/tools.md.

ToolWhat it does
list_audiencesLists 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 links.
import_audience_sourcesImports supplied UTF-8 text, Markdown, CSV and JSON research files into account-owned storage.
create_audience_from_briefResearches a free-text population brief and builds a new Audience of Minds with explicit profiles and exact segment allocation.
get_audience_creation_progressRead-only; never starts or retries work.
render_audience_reviewShows source research, distributions, proposed Minds, the draft and training for one or more Audience operations, display only: the user confirms or asks for changes in chat.
get_audience_limitsReturns the authenticated account's current plan (planName, as the app names it), its Audience size allowance (per-Audience cap including any team or contract allowance, customSizeMax, per-mode ceilings) and the synthetic responses left, read live; it supersedes limits stated elsewhere.
ask_audienceAsks exactly one standalone question of one existing Audience.
export_audienceExports an Audience brief, or with kind "validation_report" the report of its validations (overall score calculation, every KPI, per-question answer shares, provenance), through the same renderer used by the web app.
duplicate_audiencePermanently copy an Audience with independent copies of its Minds and all they know.
recalibrate_audienceChanges an existing Audience in place: it keeps its id, its Minds keep theirs (except copies below), and no Mind is deleted.
manage_audience_supportManage owner-issued, expiring staff access to one Audience’s composition and receipts.
list_studiesLists the authenticated user's Studies, most recently updated first, one page at a time: limit (default 20) and offset, with nextOffset to continue.
create_studyCreates a Study workspace from existing Audiences or inline Audience configurations.
ask_studySubmits exactly one respondent-visible question: one standalone question, or one adaptive follow-up whose wording could not be known before earlier results.
get_study_statusReturns Study progress, per-Audience results, original Mind responses, links and export status.
render_study_resultsShows the results of finished questions (summary, key findings, Audience breakdowns, Mind responses): one question, or a run's finished questions while the rest still run.
export_studyStarts an asynchronous export of Study results and returns an export job ID.
duplicate_studyPermanently copy a Study with its questions and results over the same Audiences.
export_heatmapExports a completed website heatmap from a Study result, identified by the message ID reported with the completed result.
get_study_heatmapReads saved heatmaps of an assigned question asset.
start_study_heatmapStarts attention analysis of an assigned image, video or website.
export_mindGenerates a branded profile for one existing Mind, identified by exact ID or name (partial names and typos resolve to the closest).
get_shared_mind_knowledgeRead shared Mind sources and assessments.
create_study_planCreates a non-executing draft in an existing Study with its Audiences already attached.
revise_study_planRevises one saved draft at its current draft.id and draft.revision without starting research.
get_study_planReads the latest saved revision and full review of one draft.
attach_study_audiencesAdds existing accessible Audiences without removing others, planning or starting research.
render_study_planShows a saved Study draft at its current revision for interactive review and confirmation.
start_study_runRuns one reviewed draft revision after explicit confirmation in a later user turn; skipping review is not confirmation.
resume_study_runResumes an existing plan-limited Study run in place after explicit user approval and the required paid-plan entitlement.
cancel_study_questionStops one standalone Study question by runId, or studyId and questionId: queued or preparing stops at once, being answered stops at its next step.
update_itemRenames a Study or Audience or moves it into a folder.
set_sharingTurns a Study's or Audience's public link or team sharing on or off.
list_research_methodsReads the fixed Minds research-method catalog in one operation, including availability, complexity and fallback method.
list_study_draftsLists a page of unfinished Study draft summaries, newest first, or returns the complete saved planning state for one exact draft ID.
list_study_templatesLists your own and team-shared Study templates, most used first, as a page of summaries (templateId, name, revision, method, question count), or returns one exact templateId with its revision, research method, questions, response settings and question attachments.
save_study_draftCreates or checkpoints an unfinished Quick or Custom Study draft without starting research.
save_study_templateCreates a private Custom template with its questions, response settings, attachments and method.
update_study_templateUpdates one owned Custom template at update.expectedRevision.
use_study_templateCreates an independent editable Study draft from a readable template at use.expectedRevision.
delete_study_templateOnly for saved Study templates; it cannot delete Studies, Audiences, Minds or answers.
read_study_summaryReads saved whole-Study Markdown, evidence blocks and metadata.
refresh_study_summaryGenerates and saves a whole-Study summary after explicit approval.
plan_study_questionsDeprecated alias of create_study_plan and revise_study_plan; identical behaviour.
run_study_questionsDeprecated alias of start_study_run; identical behaviour.

Server card: https://getminds.ai/.well-known/mcp/server-card.json (minds-ai).

Call list_research_methods for current executable status, requirements, and fallbacks before choosing a research method.

Discovery

  • Server card: https://getminds.ai/.well-known/mcp/server-card.json
  • OAuth protected resource metadata: https://getminds.ai/.well-known/oauth-protected-resource/mcp
  • Registry name: ai.getminds/minds

Links

來源：README.md，提交 c92bf8a

工具

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版本歷史

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  1. v2.0.2最新Sep 16, 2026

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