Minds: Synthetic Market Research Panels

ai.getminds由 getminds.ai 发布官方发布者v2.0.2更新于 Nov 3, 2026

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

已验证Streamable HTTP可网页运行数据与分析商业与电商

概览

AI 生成的概览

托管式 Minds MCP 服务器，让助手构建合成受众并运行市场调研研究，然后导出结果。

可以做什么
  • 创建与管理受众：根据文字人群简报生成受众、导入调研文件，以及列出、复制、重新校准和导出受众
  • 提问与运行研究：提出独立问题或追问、查看进度、呈现结果、取消问题并恢复运行
  • 规划与审阅：保存、修订和审阅研究草稿与方案，挂接受众，并在确认后启动运行
  • 模板与方法：列出研究方法，保存、更新、使用和删除研究模板
  • 导出与共享：导出研究、热力图和 Mind 档案，读取研究摘要，重命名或移动条目，并开关共享
适用场景
适合在真实受访者调研之前做初步探索：概念与信息测试、广告或落地页预测试、买家画像验证、细分人群比较，以及筛选研究假设。适合已在使用 Minds、希望从 ChatGPT、Claude、Cursor 等 MCP 客户端直接开展这类工作的团队。
运行要求
远程 streamable HTTP 端点（getminds.ai），无需本地安装。必须认证：OAuth 2.1 配合 PKCE，或以 Authorization Bearer 头传入 Minds API 密钥。需要 Minds 账号及套餐，部分运行需要付费套餐权限。
安装前请注意
它会操作你的 Minds 账号：工具可创建、复制、重新校准并永久复制受众和研究，更改共享与公开链接，并删除已保存的研究模板。研究会消耗合成回答额度，部分运行需要付费套餐权限，启动前请确认套餐限制。API 密钥属于账号凭据，应妥善保管。结果为合成数据，不能替代有代表性的人工调研。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Minds: Synthetic Market Research Panels，将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储，绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/ai.getminds%2Fminds/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "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

来源：README.md，提交 c92bf8a

工具

0
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版本历史

1
  1. v2.0.2最新Sep 16, 2026

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