MCP Entegrasyonu

Sunucu şu anda 40 aracı duyurur ve 70 kanonik aracı çağrılabilir tutar; bu sayılar canlı sunucudan okunur. Bağlı sunucunun tools/list yanıtını esas alın.

Minds, AI asistanlarının sentetik araştırma studyleri oluşturmasına, çok-perspektifli anketler yürütmesine ve AI Mind'larla doğrudan etkileşim kurmasına olanak tanıyan bir Model Context Protocol (MCP) sunucusu sağlar. Bu, ChatGPT, Claude, Codex, Gemini CLI, Cursor, VS Code ve diğer MCP uyumlu client'larla entegrasyonu mümkün kılar.

MCP Nedir?

Model Context Protocol (MCP), AI asistanlarının harici araçlara ve veri kaynaklarına güvenli biçimde bağlanmasını sağlayan açık bir standarttır. MCP entegrasyonumuz ile şunları yapabilirsiniz:

AI Mind'lar (uzmanlar, personalar, dijital ikizler) oluşturma ve yönetme
Alan uzmanlarından oluşan audiencesla araştırma studyleri oluşturma
Birden fazla perspektif üzerinden anket tarzı sorular yürütme
Study yanıtları üzerine istatistiksel analitik elde etme
Markalı PDF raporları, markdown özetleri veya ham veri dışa aktarma
Mind'ları yeniden kullanılabilir audiences halinde düzenleme

MCP Server URL

https://getminds.ai/mcp

Client bazlı kurulum adımları için Minds MCP kurulum rehberine bakın. Tüm kanonik araçlar ve canlı duyurulan araç yüzeyi Minds MCP araç referansında. Ajan geliştiricileri ayrıca ajanlar için MCP işletim kılavuzunu okumalıdır.

Kimlik Doğrulama

MCP sunucusu iki kimlik doğrulama yöntemini destekler:

OAuth 2.1 (önerilir) — ChatGPT, Claude, Codex ve Gemini CLI gibi client'lar bunu otomatik olarak yönetir. Bağlanırken Minds hesabınıza giriş yapmanız istenir. Bir client'ın istediği izinler kurulum rehberinde listelenir.
API Key — Programatik erişim için Settings → API Keys sayfasından bir key oluşturun (minds_ ile başlar). Authorization: Bearer minds_your_key olarak gönderin.

Uyumlu Client'lar

Client	Widget	Auth	Kurulum
ChatGPT	İstemciye bağlı	OAuth	Web: Plugins → Add → Create MCP App veya eklenti dizininden Minds; masaüstü uygulaması: Plugins → Add → Add MCP server (Streamable HTTP, ardından Save → Restart → Authenticate)
Claude (claude.ai ve Claude Desktop)	İstemciye bağlı	OAuth	Customize → Connectors → + → Add custom connector
Claude Code	Hayır	OAuth veya API key	`claude mcp add --transport http minds https://getminds.ai/mcp`, ardından `/mcp` → Authenticate
Codex	Hayır	OAuth veya API key	`codex mcp add minds --url https://getminds.ai/mcp`, ardından `codex mcp login minds`
Gemini CLI	Hayır	OAuth	`~/.gemini/settings.json` içinde `httpUrl` girdisi
Cursor	İstemciye bağlı	OAuth	`~/.cursor/mcp.json` içinde `url` girdisi
VS Code (GitHub Copilot)	İstemciye bağlı	OAuth	MCP: Add Server → HTTP, ardından sunucu URL'si
Langdock	Hayır	OAuth	Integrations → Add MCP
Windsurf	Hayır	OAuth veya API key	Cascade … → Open MCP config file, ardından bir `serverUrl` girdisi

Her client aynı duyurulan araçları görür. Her client için adım adım talimatlar kurulum rehberinde yer alır; ChatGPT kılavuzu her ChatGPT ekranını adım adım gösterir.

Widget desteği olsun veya olmasın, tüm client'lar sonuçları Minds webapp'inde açmak için tıklanabilir bağlantılar alır.

Duyurulan ve kanonik araçlar

tools/list, olağan etkileşimli araştırma için seçilmiş 40 aracı döndürür. Sunucu, duyurmadığı yaşam döngüsü araçları dahil toplam 70 kanonik aracı çağrılabilir tutar. Açık entegrasyonlar, client yapılandırılmış veya doğrudan araç çağrılarını desteklediğinde bu araçları kanonik adlarıyla çağırabilir. Bu ayrım, varsayılan model yüzeyini odaklı tutarken desteklenen yetenek sözleşmesinin tamamını korur.

Araç takma adları uyumluluk için çağrılabilir kalabilir, ancak ajanlar her zaman araç referansındaki kanonik adları kullanmalıdır.

Alan	Araç	Açıklama	Davranış
Audiences	`list_audiences`	List Audiences. 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 links. includeMinds adds each Audience's member Minds. searchQuery filters by name (case-insensitive, all matches, paged). Each Audience's workspaceUrl is the authenticated workspace link, valid verbatim; sharedAudienceUrl, when present, is the public share link for recipients. addOnRequired marks a paid Marketplace Audience the user has not subscribed to: prefer the user's own Audiences, and only use it after the user subscribes.	Salt okunur
	`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.	Yazar
	`create_audience_from_brief`	Create a Grounded Audience from a Brief. Researches a free-text population brief and builds a new Audience of Minds with explicit profiles and exact segment allocation. A new brief returns an evidence-backed draft for review; draft.rework or the displayed review revises that draft before confirmation, and creation requires the user-accepted draft or quota snapshot and its checksum. Every new brief starts a separate draft and, once confirmed, a separate Audience. An Audience that already exists is changed in place by recalibrating it by its id, never rebuilt from a new brief. Supports reviewed respondent datasets. Creation is asynchronous and returns an operation ID. Audiences are private unless link sharing is enabled.	Yazar
	`get_audience_creation_progress`	Audience creation progress. Reads progress and never starts or retries anything: an Audience creation by operationId, with its members’ training; or an existing Audience by audienceId, with its member training and background research, or with recalibrationId one recalibration’s status, retained result or terminal error.	Salt okunur
	`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.	Salt okunur
	`get_audience_limits`	Get Audience Limits. Returns the Audience size ceilings for the authenticated account before an Audience is created: the per-Audience plan cap (including any team allowance), the custom-size maximum and the per-mode ceilings. Relevant whenever a size is named, "as many as possible" is asked for, or a creation mode is chosen.	Salt okunur
	`ask_audience`	Ask One Standalone Audience Question. Asks exactly one standalone question of one existing Audience. It creates a private Study for that Audience, starts asynchronous answers from its Minds, and returns the Study identifier and its links.	Yazar
	`export_audience`	Export Audience Brief. Exports 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. Brief: Markdown, PDF, DOCX, PPTX. Validation report: Markdown, PDF, DOCX, XLSX. Binary artifacts are returned as base64.	Yazar
	`duplicate_audience`	Duplicate Audience. Copy an Audience with independent copies of its Minds and all they know.	Yazar
	`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.	Yıkıcı
	`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.	Yıkıcı
	`attach_study_audiences`	Attach Audiences to Study. Adds existing accessible Audiences without removing others, planning or starting research. Returns attached and alreadyAttached IDs; retries are safe. With link sharing on, the Audiences and their Minds become publicly readable. Access and plan eligibility are validated first.	Yazar
Studies	`list_studies`	List Studies. Lists the authenticated user's Studies, most recently updated first, one page at a time: limit (default 20) and offset, with nextOffset to continue. Each row carries the Study's Audiences with their Mind counts, stored message count, sharing state and links. searchQuery filters by name (case-insensitive, all matches, paged). Minds and per-question results come from the Study status.	Salt okunur
	`create_study`	Create a Study. Creates a Study workspace from existing Audiences or inline Audience configurations. It does not ask questions or run research, and follow-up research inside an existing Study needs no new Study.	Yazar
	`ask_study`	Ask One Standalone Question in a Study. Submits exactly one respondent-visible question in an existing Study: one standalone question, or one adaptive follow-up whose wording could not be known before earlier results.	Yazar
	`get_study_status`	Get Study Status. Returns Study progress, per-Audience results, original Mind responses, links and export status. In-flight questions report zero Minds answered until completion; partial per-Mind progress is not persisted. questionId selects one question; runId selects a confirmed run with question-level counters. Without either, results cover the entire Study. Values and labels are written in the Study display locale, returned as locale: the language of its confirmed plan, else the stored Study locale, else English.	Salt okunur
	`render_study_results`	Show Final Study Results. Shows 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. Use it whenever the user asks about results. Requires exactly one of questionId or runId.	Salt okunur
	`export_study`	Export Study Results. 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.	Yazar
	`duplicate_study`	Duplicate Study. Copy a Study with all its questions and results over the same Audiences.	Yazar
	`export_heatmap`	Export Website Heatmap. 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.	Yazar
	`get_study_heatmap`	Read Study Asset Heatmap. Reads saved heatmaps of an assigned question asset. Optional assetKey selects its saved upload path or normalized URL. Returns assetHeatmaps without starting analysis, spending responses or visiting websites.	Salt okunur
	`start_study_heatmap`	Start Study Asset Heatmap. Starts attention analysis of an assigned image, video or website. Uses one response per Mind and needs a paid plan. assetKey reuses completed analysis of that asset; omitting it may replace earlier derived results. Websites are visited publicly. Explicit approval is required; question answers are preserved.	Yıkıcı
	`create_study_plan`	Create Study Plan. Creates a non-executing draft in an existing Study with its Audiences already attached. The setup operation for two or more known questions: every question known now belongs in this one draft, in cohesive named modules. A one-question draft is only for genuinely standalone research or an adaptive follow-up. request designs questions; questions preserves a fixed instrument verbatim. Each Mind sees only its own earlier answers; askIf applies respondent-level skip logic. With multiple attachments, stimulus.questionAttachments assigns each question; [] means none. Saving bounded history may prune older revisions. Research has not started; the returned draft revision needs review and later explicit confirmation.	Yıkıcı
	`revise_study_plan`	Revise Study Plan. Revises one saved draft at its current draft.id and draft.revision without starting research. Accepts edits, refinement, clarification answers or response-format corrections. Stale revisions fail. Fixed questions stay verbatim when only clarification answers change. Bounded history may prune older revisions; the changed draft requires review again.	Yıkıcı
	`get_study_plan`	Read Study Plan. Reads the latest saved revision and full review of one draft. Creates or changes nothing and starts no research.	Salt okunur
	`render_study_plan`	Show Study Plan. Shows a saved Study draft at its current revision for interactive review and confirmation. Research has not started.	Salt okunur
	`read_study_summary`	Read Study Summary. Reads saved whole-Study Markdown, evidence blocks and metadata. Does not regenerate or replace the summary.	Salt okunur
	`refresh_study_summary`	Refresh Study Summary. Generates and saves a whole-Study summary after explicit approval. Replaces the prior summary without restore history; answers and questions are preserved. force regenerates unchanged coverage. Returns Markdown and evidence blocks.	Yıkıcı
Araştırma planlama	`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.	Yazar
	`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.	Yazar
	`list_research_methods`	List Research Methods. Reads the fixed Minds research-method catalog in one operation, including availability, complexity and fallback method. includePlanned only filters the returned catalog. It does not create, configure or execute a method, and the catalog cannot be edited through this tool.	Salt okunur
Şablonlar ve taslaklar	`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.	Salt okunur
	`list_study_templates`	List Study Templates. Lists 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. configuration.questions is a fixed, pre-registered instrument and configuration.methodId the research method it runs with; both can be planned as they are.	Salt okunur
	`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.	Yıkıcı
	`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.	Yazar
	`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.	Yıkıcı
	`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.	Yazar
	`delete_study_template`	Delete Study Template. Only for saved Study templates; it cannot delete Studies, Audiences, Minds or answers. Permanently deletes one template owned by the authenticated user. Studies and drafts already created from it are unaffected. Teammates with shared access cannot delete a template they do not own.	Yıkıcı
Minds	`export_mind`	Export Mind Persona Profile. Generates a branded profile for one existing Mind, identified by exact ID or name (partial names and typos resolve to the closest). Markdown is returned inline by default; PDF, DOCX, and PPTX artifacts are returned as base64 with a workspace link.	Yazar
Minds	`get_shared_mind_knowledge`	Read Shared Mind Sources. Read shared Mind sources and assessments.	Salt okunur

İnteraktif Önizleme

Minds şu anda üç MCP görünümü kaydeder: Study sonuçları (yeni bir soru ve mevcut bir Study için), araştırma planı incelemesi ve Audience oluşturma. Minds UI bileşenlerini kullanırlar; çerçeve ve etkileşimleri istemci belirler.

Plan görünümü kaydedilmiş taslağı gösterir. Değişiklikleri sohbette isteyin ve çalıştırmadan önce en son revizyonu açıkça onaylayın. Planı görüntülemek Study başlatmaz.

Mobil ortam algılandığında widget, Minds’da devam etme bağlantısı gösterir; etkileşimli kontroller ve periyodik widget sorguları başlamaz. Bu, MCP araçlarının kullanılabilirliğini değil sunumu değiştirir. İstemci kısıtlamaları geçerlidir.

Aşağıdaki örnekler temsili veriler kullanır. Her sekme, onu açan araçlarla birlikte bir görünümdür; yükleme ve devam eden örnekler sabit görüntülerdir, devam eden araştırma değildir.

3 widget · 13 önizleme durumu

Tüm MCP widget’larını inceleyin

The first render, before the host delivers the question's data.

Örnek veriler · görünüm istemciye göre değişir

n8n iş akışları

Çalışmalar oluşturmak, araştırma planlarını önizlemek, Çalışmaları ve kaydedilmiş özetleri almak veya bir işlemi bir Yapay Zeka Ajanına sunmak için n8n için Minds topluluk düğümünü kullanın. Kendi kendine barındırılan n8n'e n8n-nodes-minds yükleyin ve bir Minds API anahtarı bağlayın. Paket npm üzerinde yayınlanmıştır; n8n doğrulaması inceleme aşamasındadır, bu nedenle n8n Cloud üzerinde henüz mevcut değildir. Araştırmayı Minds içinde ayrıca inceleyip başlatın.