위젯 3개 · 미리보기 상태 13개
Minds Team
ChatGPT, Claude, Cursor용 Minds MCP 서버
Minds MCP 서버를 ChatGPT, Claude, Cursor 및 기타 AI 클라이언트에 연결하여 어시스턴트에서 가상 고객 패널을 직접 실행해 보세요.
현재 서버는 50 개의 도구를 공개하고 77 개의 정식 도구를 호출 가능하게 유지하며, 이 수치는 실행 중인 서버에서 가져옵니다. 연결된 서버의 tools/list 응답을 기준으로 사용하세요.
Minds는 AI 어시스턴트가 가상 리서치 패널을 생성하고, 다각도 설문조사를 실행하며, AI Minds와 직접 상호작용할 수 있도록 지원하는 Model Context Protocol (MCP) 서버를 제공합니다. 이를 통해 ChatGPT, Claude, Codex, Gemini CLI, Cursor, VS Code 및 기타 MCP 호환 클라이언트와 통합할 수 있습니다.
MCP란 무엇인가요?
Model Context Protocol (MCP)는 AI 어시스턴트가 외부 도구 및 데이터 소스에 안전하게 연결할 수 있도록 지원하는 개방형 표준입니다. Minds의 MCP 통합을 통해 다음과 같은 작업을 수행할 수 있습니다.
- AI Minds(전문가, 페르소나, 디지털 트윈) 생성 및 관리
- 도메인 전문가 그룹으로 리서치 패널 구성
- 다양한 관점에서 설문조사 형식의 질문 실행
- 패널 응답에 대한 통계 분석 데이터 확보
- 브랜드 맞춤형 PDF 보고서, markdown 요약본 또는 원시 데이터(raw data) 내보내기
- Minds를 재사용 가능한 그룹으로 조직화
MCP 서버 URL
https://getminds.ai/mcp
클라이언트별 설정 방법은 Minds MCP 설정 가이드를 참조하세요. 모든 정식 도구와 현재 공개된 도구는 Minds MCP 도구 레퍼런스에서 확인할 수 있습니다.
인증
MCP 서버는 두 가지 인증 방식을 지원합니다.
- OAuth 2.1 (권장) - ChatGPT, Claude, Codex, Gemini CLI와 같은 클라이언트는 이 과정을 자동으로 처리합니다. 연결 시 Minds 계정 로그인 안내가 표시됩니다. 클라이언트가 요청하는 권한은 설정 가이드에 나와 있습니다.
- API Key - 프로그래밍 방식의 접근이 필요한 경우, Settings → API Keys에서 키를 생성하세요 (
minds_로 시작).Authorization: Bearer minds_your_key로 전달합니다.
호환 클라이언트
| 클라이언트 | 위젯 | 인증 | 설정 |
|---|---|---|---|
| ChatGPT | 클라이언트에 따라 다름 | OAuth | 웹: Plugins → Add → Create MCP App 또는 플러그인 디렉터리에서 Minds 추가, 데스크톱 앱: Plugins → Add → Add MCP server(Streamable HTTP 선택 후 Save → Restart → Authenticate) |
| Claude(claude.ai 및 Claude Desktop) | 클라이언트에 따라 다름 | OAuth | Customize → Connectors → + → Add custom connector |
| Claude Code | 아니오 | OAuth 또는 API Key | claude mcp add --transport http minds https://getminds.ai/mcp 실행 후 /mcp → Authenticate |
| Codex | 아니오 | OAuth 또는 API Key | codex mcp add minds --url https://getminds.ai/mcp 실행 후 codex mcp login minds |
| Gemini CLI | 아니오 | OAuth | ~/.gemini/settings.json의 httpUrl 항목 |
| Cursor | 클라이언트에 따라 다름 | OAuth | ~/.cursor/mcp.json의 url 항목 |
| VS Code (GitHub Copilot) | 클라이언트에 따라 다름 | OAuth | MCP: Add Server → HTTP 선택 후 서버 URL 입력 |
| Langdock | 아니오 | OAuth | Integrations → Add MCP |
| Windsurf | 아니오 | OAuth 또는 API Key | Cascade … → Open MCP config file을 연 뒤 serverUrl 항목 추가 |
모든 클라이언트에서 동일한 공개 도구를 사용할 수 있습니다. 클라이언트별 단계별 안내는 설정 가이드에, ChatGPT의 모든 화면 설명은 ChatGPT 가이드에 있습니다.
위젯 지원 여부와 관계없이, 모든 클라이언트에서 Minds 웹앱으로 결과를 열어볼 수 있는 클릭 가능한 링크가 제공됩니다.
공개 도구와 정식 도구
tools/list는 일반적인 대화형 리서치를 위해 엄선한 50 개의 도구를 반환합니다. 서버는 공개하지 않는 라이프사이클 도구를 포함해 총 77 개의 정식 도구를 호출 가능하게 유지합니다. 클라이언트가 구성된 도구 호출이나 직접 도구 호출을 지원하는 경우, 명시적 통합에서 이러한 도구를 정식 이름으로 호출할 수 있습니다. 이렇게 나누면 모델에 기본으로 제공되는 도구는 간결하게 유지하면서도 지원되는 전체 기능 계약은 그대로 보존됩니다.
호환성을 위해 도구 별칭이 계속 호출 가능할 수 있지만, 에이전트는 항상 도구 레퍼런스에 있는 정식 이름을 사용해야 합니다.
| 영역 | 도구 | 설명 | 동작 |
|---|---|---|---|
| Audiences | list_audiences | List Audiences. For a listing or search reply, include both the returned top-level workspaceUrl and each listed Audience's workspaceUrl verbatim in inline code: scheme, query and trailing slash. Item links do not replace the list-level link. Lists owned Audiences newest first with counts and sharing. workspaceUrl opens the owner's workspace; sharedAudienceUrl is public. addOnRequired omits links/commercial details; use an available Audience. First-page openDrafts: rework matching drafts or recalibrate matching Audiences before a new brief. | 읽기 전용 |
import_audience_sources | Import Audience Research Sources. 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. | 쓰기 | |
create_audience_from_brief | Create a Grounded Audience from a Brief. Builds grounded Audience/Mind profiles with exact segment allocation. Returns an asynchronous draft/operation for review; create only after the user accepts its roster/quota snapshot and checksum. Rework the same draft.id/sha256 in place, overwriting its saved request, roster and grounding; never start a new brief for that edit. Supports reviewed datasets and public research/files. Existing Audiences use recalibration. Private unless link sharing is enabled. | 파괴적 | |
get_audience_creation_progress | Audience creation progress. Read-only; never starts or retries work. operationId: creation and member training. audienceId: training, background research, validation.ready (validation's 10-ready-Mind rule), validation.reason MINDS_TRAINING (poll later) or AUDIENCE_TOO_SMALL (add Minds). recalibrationId: its status, retained result or terminal error. Final score needs all members trained and research done. | 읽기 전용 | |
render_audience_review | Show Audience Creation. Shows 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. Multiple operations appear in independent tabs within one widget. | 읽기 전용 | |
get_audience_limits | Get Audience Limits. Returns 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. Sample sizes the plan allows: up to `customSizeMax` Minds per Audience, or several Audiences in one Study for a larger sample, each costing one response per Mind per question. | 읽기 전용 | |
ask_audience | Ask One Standalone Audience Question. Accepts one standalone question request for an Audience, restricted to supplied segments, and creates a private Study. Returns IDs/links. For preparing, lead with userFacingStatus and call it a request throughout. | 파괴적 | |
export_audience | Export Audience Brief. Exports an Audience brief or kind validation_report (scores, KPIs, answer shares, provenance) as Markdown/PDF/DOCX/PPTX. Brief PDF/PPTX can fetch public HTTPS member portraits. Starts artifact work; force can replace it. Slow exports may irreversibly email the requesting account. | 파괴적 | |
duplicate_audience | Duplicate Audience. Adds an independent copy of an Audience, its Minds and retained knowledge. Unready copies can queue retraining with public web research when retained evidence cannot seed them. Ready copies avoid retraining. | 쓰기 | |
recalibrate_audience | Change an Existing Audience. Changes an existing Audience in place: it keeps its id, its Minds keep theirs (except copies below), and no Mind is deleted. Covers composition and trait edits, a population pivot, adding members, an exact chart selection (`distributions`), new sources and going deeper (`deepen`), and re-runs its research grounding. Owner, or verified Minds staff with existing direct Audience admin collaboration or an active owner-issued support grant. Staff support is limited to composition amendments: no growth, new sources, Go deeper or shared-Mind waiver. Asynchronous: the result is an accepted operation with its id, not a completed change. Queues behind another edit of the Audience and waits for a Study run on its members. Members shared with other Audiences are replaced here by copies with new ids. Reusing requestKey with identical input retries safely. | 파괴적 | |
manage_audience_support | Manage Audience Support Access. Manage owner-issued, expiring staff access to one Audience’s composition and receipts. Staff cannot self-grant. Revocation stops new work at checkpoints; completed changes remain. No membership, growth, deletion or billing changes. | 파괴적 | |
attach_study_audiences | Attach Audiences to Study. Attaches existing accessible Audiences without removing others, planning or running research. Optional segmentSelections retain exact matches. Returns attached/alreadyAttached IDs; retries are safe. Link sharing makes these Audiences and Minds public. Validates access and plan eligibility. | 쓰기 | |
| Studies | list_studies | List Studies. List or search saved Studies, or read an authorized team catalog, result feed or tracker snapshot with source identities, full-filter totals and page continuation. | 읽기 전용 |
create_study | Create a Separate Study Workspace. Creates a separate, new Study workspace when the user requests a new workspace. It can attach existing Audiences or create Audiences inline. It does not ask questions or run research. It does not act in an existing Study or save a draft there. | 쓰기 | |
ask_study | Ask One Standalone Question in a Study. Requests exactly one respondent-visible question: one standalone question, or one adaptive follow-up whose wording could not be known before earlier results. Out of scope: questionnaires, batteries, sections or two or more known questions; use one confirmed block, submitted once rather than question by question. Durably accepts before execution. planning_required requires confirmation. Question text can reach the Minds; exclude planner/client notes. Pasted material: verbatim in evidence.textAttachments. Accepts files shared in the conversation (uploaded or generated images, PDFs). Returns IDs/links. Fixed time-bucket retries can submit again; check status before repeating uncertain writes. | 파괴적 | |
get_study_status | Get Study Status. Read Study progress, saved replies, uncalibrated forecasts and exports without generating replies. Scope by runId or questionId (including a preparation clientRequestId). A preparing request has userFacingStatus and no submitted question. | 파괴적 | |
request_study_answers | Request Study Replies. Request actual replies (default 8; all=true for all). May spend response allowance. | 파괴적 | |
render_study_results | Show Study Results. Completed Study results or labeled experimental, uncalibrated forecasts. Exactly one runId/questionId. Replies load on request. May recover and replace derived results from accepted answers without rerunning Minds. | 파괴적 | |
export_study | Export Study Results. Queues Study results export: executive/full reports in PDF/DOCX/PPTX/Markdown; raw CSV/XLS/SPSS SAV. Returns job/artifact status. Full reports can fetch public HTTPS portraits. force can replace artifacts. Completed exports can irreversibly email the requesting account. | 파괴적 | |
duplicate_study | Duplicate Study. Permanently copy a Study with its questions and results over the same Audiences. | 쓰기 | |
export_heatmap | Export Website Heatmap. Exports a completed website heatmap by Study/message ID as a ZIP of stored screenshots and overlays. Does not recapture the website. force starts fresh archive work and replaces its saved artifact status/reference. | 파괴적 | |
get_study_heatmap | Read Study Asset Heatmap. Read saved attention by assetKey and, for monadic Studies, variantId. No new analysis, website visits, or response charges. | 읽기 전용 | |
start_study_heatmap | Start Study Asset Heatmap. Start or retry analysis of an assigned original file, image, video or public website, including a monadic variantId. Mosaic prepares original files internally and retains saved material findings and visual groups. Eligible Mosaic Reactions start automatically with the Study and use no additional response credits. Other paid or legacy analysis requires approval, a paid plan and one response per Mind. Preserves question answers. | 파괴적 | |
create_study_plan | Draft Research in an Existing Study. Saves a non-executing research draft in an existing Study, including a multi-question concept test or survey. It creates no Study workspace and starts no research. study.name directly resolves the existing Study and its Audiences by name. study.id selects an ID; omission uses the active Study. | 파괴적 | |
revise_study_plan | Revise Study Plan. Revises the saved draft at current draft.id and draft.revision without starting research. Nest changes in draft.refinement, answers in draft.answers, formats in draft.questionResponses, or exact edits in draft.edits. Replacement questions are top-level questions. Stale revisions fail; answers alone preserve fixed wording. Review the new revision. History is bounded. | 파괴적 | |
get_study_plan | Read Study Plan. Reads the latest saved revision and full review of one draft. Read-only; starts no research. | 읽기 전용 | |
render_study_plan | Show Study Plan. Shows a saved Study draft at its current revision for interactive review and confirmation. Research has not started. | 읽기 전용 | |
cancel_study_question | Stop Standalone Study Question. Stops one standalone Study question by runId, or studyId and questionId: queued or preparing stops at once, being answered stops at its next step. Answers given are kept. A delivered forecast keeps its completed run history while remaining replies and Reactions can still be stopped. An answered question with no pending work, or a failed question with no work stopped, errors unchanged. Not for multi-question runs. | 파괴적 | |
read_study_summary | Read Study Summary. Reads saved whole-Study Markdown, evidence, generation state and your refresh receipt. Pending retains prior content. May recover/replace stale or missing summaries; never reruns respondents. | 파괴적 | |
refresh_study_summary | Refresh Study Summary. Queues a whole-Study summary refresh after explicit approval. Replaces it without restore history; preserves questions/answers. force regenerates unchanged coverage. Pending returns a receipt and prior content. | 파괴적 | |
| 리서치 계획 | cancel_study_run | Cancel Study Run. Stop pending Study work; keep saved replies. Returns run/collection status. | 파괴적 |
start_study_run | Start Confirmed Study Run. Runs one reviewed draft revision after explicit confirmation in a later user turn; skipping review is not confirmation. One execution submits the whole draft as a single durable run. It is refused as a whole before using Minds or quota if the revision, capabilities, method or source-readability checks fail. Advanced methods need explicit opt-in. Each Mind answers in order seeing its own earlier answers; askIf gates items. Contradictions are flagged, never rewritten. | 파괴적 | |
resume_study_run | Resume Study Run. Resumes an existing plan-limited Study run in place after explicit user approval and the required paid-plan entitlement. Keeps the originally confirmed questions and response contracts and does not ask questions already answered. Does not start a new draft or change the run design. | 파괴적 | |
list_research_methods | List Research Methods. Lists the research-method catalog without changing or running methods. For availability, report every label and the exact count in each availabilitySummary group. Use methods for complexity and fallbacks; advanced methods can require opt-in. | 읽기 전용 | |
plan_study_questions | Plan a Multi-Question Block in a Study. Deprecated alias of create_study_plan and revise_study_plan; identical behaviour. | 파괴적 | |
run_study_questions | Run a Confirmed Multi-Question Block. Deprecated alias of start_study_run; identical behaviour. | 파괴적 | |
| 템플릿 및 초안 | list_study_drafts | List Study Drafts. Lists a page of unfinished Study draft summaries, newest first, or returns the complete saved planning state for one exact draft ID. Draft records are distinct from running or completed studies. | 읽기 전용 |
list_study_templates | List Study Templates. Lists owned/team-shared template summaries, most used first; templateId returns full configuration, revision, questions, response settings and attachments. configuration.questions is the fixed instrument; configuration.methodId the research method it runs with. Listing provisions starters or overwrites eligible untouched older starters. Exact-template reads skip provisioning. | 파괴적 | |
save_study_draft | 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 change only the fields given and require the exact draft ID and expected revision; stale writes are rejected. For a retryable creation, choose idempotencyKey before the first save and reuse it after an uncertain result. | 파괴적 | |
save_study_template | Save Study Template. Creates a private Custom template with its questions, response settings, attachments and method. template.requestId enables safe retries. Does not change existing templates, create a draft or start research. | 쓰기 | |
update_study_template | Update Study Template. Updates one owned Custom template at update.expectedRevision. Replaces supplied fields without restore history and may share it with the team. Requires explicit approval; stale revisions fail. Does not start research. | 파괴적 | |
use_study_template | Create Draft From Study Template. Creates an independent editable Study draft from a readable template at use.expectedRevision. Reuse use.requestId for retries of the same intended draft. Fresh context and Audiences are added in the web app; the template is unchanged and research does not start. | 쓰기 | |
delete_study_template | Delete Study Template. Only for saved Study templates; it cannot delete Studies, Audiences, Minds or answers. Permanently deletes one template the authenticated user owns; Studies and drafts already created from it are unaffected. | 파괴적 | |
| Minds | export_mind | Export Mind Persona Profile. Exports an existing Mind by ID/name: inline Markdown by default, or PDF/DOCX/PPTX. PDF/PPTX can fetch public HTTPS portraits. Starts artifact work; force can replace an artifact. Slow exports may irreversibly email the requesting account when ready. | 파괴적 |
get_shared_mind_knowledge | Read Shared Mind Sources. Returns stored public Mind sources/assessments by share ID, including shares outside the private workspace. Does not fetch source websites or modify knowledge. | 읽기 전용 | |
| 기타 | list_formations | List Audience Segmentations. Lists Audience segmentations for filters; may save defaults and recover builds, replacing subgroup memberships. Ready counts are final. Paged (limit 1–100, default 100); follow pagination.nextOffset. | 파괴적 |
update_item | Update Study, Audience or Mind. Renames a Study or Audience or moves it into a folder. Renames a Mind, or records whether its facts come from real research data (mind.factsSource). | 파괴적 | |
set_sharing | Change Study or Audience Sharing. Turns a Study's or Audience's public link or team sharing on or off. | 파괴적 | |
enterprise_use_cases | Enterprise use cases. Read paged team business use cases and role-scoped counts of attributed drafts, Studies and completed runs. | 읽기 전용 | |
save_enterprise_use_case | Save enterprise use case. Save a revision-checked team business use case with objectives, template revisions, planned targets and lifecycle state. | 파괴적 |
대화형 미리보기
Minds는 현재 Study 결과(새 질문과 기존 Study 모두), 연구 계획 검토, Audience 생성의 세 가지 MCP 뷰를 등록합니다. Minds UI 구성 요소를 사용하며 프레임과 조작은 클라이언트에 따라 달라집니다.
현재 계획 뷰는 저장된 초안을 표시합니다. 대화에서 수정을 요청하고 실행 전에 최신 수정본을 명시적으로 승인하세요. 계획을 보는 것만으로 Study가 시작되지는 않습니다.
모바일 호스트를 감지하면 위젯은 Minds에서 계속하는 링크를 표시하며 대화형 컨트롤과 위젯 폴링을 시작하지 않습니다. 이는 표시 방식의 변경이며 MCP 도구 자체의 가용성을 바꾸지 않습니다. 클라이언트 제한은 계속 적용됩니다.
아래 예시는 설명용 데이터를 사용합니다. 각 탭은 하나의 뷰이며 이를 여는 도구도 함께 표시합니다. 로딩 및 진행 중 예시는 고정된 스냅샷이며 실행 중인 연구가 아닙니다.
모든 MCP 위젯 살펴보기
표시하는 도구: render_study_results
The first render, before the host delivers the question's data.
예시 데이터 · 모양은 클라이언트마다 다릅니다
n8n 워크플로우
n8n용 Minds 커뮤니티 노드를 사용하여 Study를 생성하고, 연구 계획을 미리 보고, Study 및 저장된 요약을 검색하거나, 작업을 AI 에이전트에 노출하세요. 자체 호스팅 n8n에 n8n-nodes-minds를 설치하고 Minds API 키를 연결하세요. 패키지는 npm에 게시되어 있으나, n8n 검증이 검토 중이므로 n8n Cloud에서는 아직 사용할 수 없습니다. 연구 검토 및 시작은 Minds에서 별도로 수행하세요.