Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
MIND knowledge-graph memory for agents. 44 tools: CRM, Life, MoneyMIND, Budget, Sheets, Email, Sign.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
MIND_API_KEY, MIND_BASE_URL비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"mind": {
"command": "npx",
"args": [
"-y",
"@astramindapp/mcp-server"
],
"env": {
"MIND_API_KEY": "your-value",
"MIND_BASE_URL": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add mind --env MIND_API_KEY=your-value --env MIND_BASE_URL=your-value -- npx -y @astramindapp/mcp-server실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"mind": {
"command": "npx",
"args": [
"-y",
"@astramindapp/mcp-server"
],
"env": {
"MIND_API_KEY": "your-value",
"MIND_BASE_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"mind": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@astramindapp/mcp-server"
],
"env": {
"MIND_API_KEY": "your-value",
"MIND_BASE_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
MIND_BASE_URL env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 theastraway 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: MIND_API_KEY
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.29.2)은 지난달 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
MIND MCP Server — The most complete AI memory layer available. 44 tools, 384 actions.
Your AI agents forget everything between sessions. MIND fixes that. Connect any MCP-compatible agent to your personal knowledge graph — with emotional intelligence, CRM, life management, site-wide assignable tasks, social features, self-training, autonomous insights, an admin-only Agent Command Center with per-agent ticket queues, an admin-only Featured Minds Portal (curate the public marketplace at m-i-n-d.ai from any MCP client — model, public chat prompt, temperature, brand fields, write-through to the linked user's profile), and more.
Self-describing. Every connecting client receives a full integration briefing in the MCP initialize response, and can read the complete playbook from the mind://integration-guide resource — so any agent knows what MIND is, which integration path fits its runtime (MCP server / OpenClaw plugin / REST API), how to authenticate, and the session protocol, without being told.
| Tool | Actions | What It Does |
|---|---|---|
mind_query | 1 | Semantic search across your knowledge graph (5 search modes) |
mind_remember | 5 | Store, search, get, list, delete — document & entry (PRIVATE), feed_post (PUBLIC, explicit user request only — thought kept as deprecated alias) |
mind_folders | 7 | Organize documents into folders — list, create, rename, move, delete, file documents |
mind_folder_routes | 4 | Configure deterministic system-folder routing — which folder each kind of system-generated doc (life items, CRM, chat saves, tasks, training, trader signals, cloud imports) is filed into automatically |
mind_folder_suggest | 1 | Ask MIND which folder a piece of content belongs in, via its routing_hint + a cheap LLM picker |
mind_share | 4 | Create and manage share links for one MIND document — create (default), list, list_all, revoke |
mind_context | 1 | Load persistent identity, preferences, rules, priorities, recent activity |
mind_life | 16 | Goals, projects, tasks + full calendar management + productivity stats |
mind_focuses | 5 | Focus → Project buckets — the top-level groupings above Life Projects |
mind_crm | 7 | Contacts, pipeline, activity logging, interaction history |
mind_tasks | 9 | Site-wide tasks — assignable, completable work items on projects, contacts, or agents, plus completion reports |
mind_graph | 3 | Graph stats, diagnostics, entity labels |
mind_admin | 11 | Admin-only. User provisioning + the Featured Minds Portal: full CRUD over the public marketplace (get_full / update / update_owner_profile / reorder / delete), tier/credit management |
mind_sense | 7 | MINDsense emotional intelligence — state, signals, timeline, KG weights, spikes |
mind_osint | 7 | Operate Ozzie — the autonomous OSINT analyst — for cited intelligence dossiers on a domain/IP/org/person, plus live-feed alerts and watchlists |
mind_research | 3 | Launch autonomous deep research jobs |
mind_train | 7 | Self-training sessions + save chats to knowledge graph |
mind_social | 14 | Public feed posts, social feed, communities, likes, comments — ⚠️ posting writes to the user's PUBLIC feed, only call on explicit user request |
mind_social_analytics | 6 | YouTube/LinkedIn/X/Twitch channel stats, recent video performance, retention/traffic/sentiment, goal progress |
mind_profile | 9 | Profile, custom system prompts, LLM model selection |
mind_trader | 25 | TraderMIND — the agentic trading engine: live feed, MIND Vision forecasts (latest cone + resolved history + per-bar scores), candles, cycles, calibration honesty curve, engine health, save/star/like + undo, notes + structured feedback the engine learns from, full trading-journal CRUD, personalized insights. Engine reads + counts are public (work even with no/invalid key); only the act-as-you actions authenticate as the key's owner |
mind_insights | 7 | Autonomous Learning Engine insights, weekly summaries, feedback |
mind_automate | 6 | Scheduled automations, event triggers, execution history |
mind_notify | 4 | Notifications, mark read, stats |
mind_agents | 25 | Admin-only. Agent Command Center — list/search/get/create/update/delete agents, heartbeats, probes, activity log, import from MIND, seed canonical fleet, link invoices, transfer ownership + share agents with other accounts |
mind_tickets | 7 | Admin-only. Agent ticket queue — file, view, answer (comment), triage, resolve, and delete client feedback / bugs / ideas on any agent |
mind_personas | 17 | Admin-only. Influencer Factory Command Center — synthetic-persona CRUD, face anchor + variants, ElevenLabs voice, per-platform bios, Blotato account registration |
mind_accounts | 6 | Multi-MIND accounts — list MINDs you can access, create new ones, delete MINDs you own, manage owners/viewers, send email invitations |
mind_list_templates | 1 | List the 16 Front Layer typed-document templates |
mind_get_template | 1 | Fetch the full spec for one Front Layer template |
mind_save_typed | 1 | Save a filled-out Front Layer document with its type tag |
mind_bootstrap_templates | 1 | Seed all 16 Front Layer templates into a MIND tenant |
mind_mindmap | 6 | MIND Mind Map (m-i-n-d.ai/#/mind-map) — visual canvases: list/get/create/update/delete, read a public shared map. Sharing, collaborators and AI generation from a prompt/project stay in the web app (JWT-only, human-only) |
mind_moneymind | 37 | MoneyMIND (m-i-n-d.ai/#/moneyMIND) — accounts, transactions + splits + rules, budgets, recurring bills, net worth, savings goals, credit, alerts, bill negotiation, bank statements |
mind_budget | 19 | 13-week cash-flow planner (m-i-n-d.ai/#/budget) — cells, rows, quarters, variance, roll-forward, autofill/build from bank statements |
mind_sheets | 14 | Airtable-style tables (m-i-n-d.ai/#/sheets) — tables, columns, rows, CSV export |
mind_email | 14 | MIND Email Manager (m-i-n-d.ai/#/email) — inbox, threads, search, AI draft, ⚠️ send (outward), voice/tone preferences |
mind_checklists | 13 | Kanon checklists (kanon.theastraway.com) attached to Life items or tasks — templates, runs, toggle_item, progress rollups |
mind_sign | 12 | MIND Sign e-signature (m-i-n-d.ai/#/mindsign) — envelopes, fields, ⚠️ send/resend (outward), void, audit, certificate |
mind_invoices | 9 | Invoice Agent (m-i-n-d.ai/#/invoiceagent) — create/update, ask a question about an invoice, ⚠️ invite (outward), received invoices |
mind_books | 9 | MIND Books accounting (m-i-n-d.ai/#/mind-books) — vendors, customers, chart of accounts, bills, invoices overview |
mind_timer | 8 | Tempo time tracking — start/stop, manual entries, summaries |
mind_forms | 7 | Quill lead-capture forms (m-i-n-d.ai/#/forms) — build, read submissions, public read by slug |
mind_library | 8 | Personal bookshelf (m-i-n-d.ai/#/library) — authors, books, chapter content, AI reading companion |
No install, no API key handling — paste one command, click Connect in the browser, done:
claude mcp add --transport http mind https://www.m-i-n-d.ai/mcp
Claude opens the m-i-n-d.ai consent page, you click Connect, and MIND is live. Auth, key minting, and refresh are all handled by OAuth.
Every host that lets you add a custom MCP server with a header can use MIND with no OAuth and no npm install: same remote server URL, just swap in a key.
https://www.m-i-n-d.ai/mcpAuthorization: Bearer mind_ Agents: if AuthenticateMcpServer or the host's connect card fails, ask the user for a MIND API key and rewire the same URL with that header — do not fall back to the local npm server just because OAuth didn't work.
For tools that run MCP servers locally (Claude Desktop, Cursor, Windsurf, VS Code Copilot), run the setup wizard — it opens your browser, you click Connect on m-i-n-d.ai, and it receives your API key automatically and writes every tool config for you:
npx -y --package=@astramindapp/mcp-server mind-mcp-setup
No manual key copying. The wizard auto-detects your installed AI tools and configures each one.
If you'd rather mint a key yourself: sign up at www.m-i-n-d.ai → Settings → Developer → Create API Key, then:
npx -y --package=@astramindapp/mcp-server mind-mcp-setup --key mind_xxx
or install globally and configure by hand:
npm install -g @astramindapp/mcp-server
claude mcp add mind -- env MIND_API_KEY=mind_xxx mind-mcp
Add to your claude_desktop_config.json:
{
"mcpServers": { "mind": { "command": "mind-mcp", "env": { "MIND_API_KEY": "mind_your_key_here" } } } }
The config file lives at ~/Library/Application Support/Claude/claude_desktop_config.json on macOS, or %APPDATA%\Claude\claude_desktop_config.json on Windows. Fully quit and reopen Claude Desktop after editing — it only reads this file on launch.
Add to .cursor/mcp.json:
{
"mcpServers": { "mind": { "command": "mind-mcp", "env": { "MIND_API_KEY": "mind_your_key_here" } } } }
The server works with any tool that supports Model Context Protocol — Claude, GPT, Gemini, Llama, or any future model.
Your AI Agent <--> MCP Protocol <--> MIND MCP Server <--> Personal Knowledge Graph
| Emotional Intelligence Autonomous Learning CRM + Life + Social
mind_context at session start → loads identity, rules, prioritiesmind_query before decisions → retrieves relevant memoriesmind_remember after tasks → stores outcomes and learningsmind_sense → reads user's emotional state to adapt responsesmind_insights → surfaces autonomous pattern detection| Flat Files | MIND | |
|---|---|---|
| Size | ~20K chars, truncated | Unlimited knowledge graph |
| Retrieval | Loads everything every turn | Only relevant memories via semantic search |
| Structure | Unstructured text | Graph with entities, relationships, and emotional weights |
| Cross-agent | One tool only | Shared across all AI agents |
| Intelligence | None | Autonomous pattern detection + emotional encoding |
| Anthropic Official | Mem0 | Graphiti/Zep | MIND | |
|---|---|---|---|---|
| Tools | 8 | 4 | 9 | 24 |
| Knowledge graph | Basic (JSON) | No (vectors) | Yes (Neo4j) | Yes (per-user MIND graph) |
| Emotional intelligence | No | No | No | Yes (patent-pending) |
| CRM | No | No | No | Yes |
| Life management | No | No | No | Yes |
| Social features | No | No | No | Yes |
| Self-training | No | No | No | Yes |
| Research agent | No | No | No | Yes |
| Automations | No | No | No | Yes |
| Mobile app | No | No | No | Yes |
mind_query — Search Your Knowledge Graphquery: "What did I decide about the authenticat앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요