
MIND
io.github.theastraway由 GitHub 帳號 theastraway 發布v0.29.2更新於 Oct 24, 2026
MIND knowledge-graph memory for agents. 44 tools: CRM, Life, MoneyMIND, Budget, Sheets, Email, Sign.
概覽
MIND 是個人知識圖譜記憶伺服器,讓助理跨工作階段保有記憶,並提供 CRM、生活、任務、社交與交易工具。
- 可以做什麼
- 搜尋與儲存知識圖譜內容,管理資料夾、分享連結,並在工作階段開始時載入持久身分與上下文。管理生活目標、專案、任務、行事曆事件與效率統計,以及聯絡人、銷售流程與互動紀錄。處理全站可指派任務、通知、自動化,以及自主研究與訓練工作階段。瀏覽與發布公開社群動態、社群與頻道分析,並讀取 TraderMIND 預測與交易日誌。僅限管理員的工具涵蓋使用者開通、精選市場、代理註冊表、工單佇列、人設與多帳號管理。
- 適用情境
- 當你希望助理跨工作階段記住決策與上下文,或在同一處管理個人目標、聯絡人、任務與行事曆時使用。管理員與交易功能只對擁有相應金鑰權限的 MIND 帳號持有人有意義。
- 執行需求
- 需要 MIND 帳號與 MIND Developer API 金鑰,透過 MIND_API_KEY 提供;MIND_BASE_URL 可覆寫 API 基礎位址。以本機 npm 套件透過 stdio 執行,README 也記載使用 OAuth 或 bearer 金鑰的遠端端點。需要連線至 MIND 服務的網路存取。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 MIND,將其新增到工作區。
- 為需要使用其工具的對話啟用該服務。
Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。
其他 MCP 客戶端
參照 儲存庫 中的啟動說明。
README
@astramindapp/mcp-server
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.
44 Tools
Quick Start
Fastest: one-paste remote connect (Claude Code / Claude Desktop / claude.ai)
No install, no API key handling — paste one command, click Connect in the browser, done:
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.
No browser OAuth in your host? Use a key on the same URL
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.
- Server URL:
https://www.m-i-n-d.ai/mcp - Header:
Authorization: Bearer mind_<your key> - Mint a key: https://www.m-i-n-d.ai → Settings → Developer → API Keys
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.
Local stdio install: browser-connect setup wizard
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:
No manual key copying. The wizard auto-detects your installed AI tools and configures each one.
Manual alternative: paste an API key
If you'd rather mint a key yourself: sign up at www.m-i-n-d.ai → Settings → Developer → Create API Key, then:
or install globally and configure by hand:
Claude Code (local stdio with a manual key)
Claude Desktop
Add to your claude_desktop_config.json:
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.
Cursor
Add to .cursor/mcp.json:
Any MCP-Compatible Agent
The server works with any tool that supports Model Context Protocol — Claude, GPT, Gemini, Llama, or any future model.
How It Works
- Agent calls
mind_contextat session start → loads identity, rules, priorities - Agent calls
mind_querybefore decisions → retrieves relevant memories - Agent calls
mind_rememberafter tasks → stores outcomes and learnings - Agent calls
mind_sense→ reads user's emotional state to adapt responses - Agent calls
mind_insights→ surfaces autonomous pattern detection - Next session, any agent has full context. Knowledge compounds.
What Makes MIND Different
vs. Flat File Memory (MEMORY.md)
vs. Other MCP Memory Servers
Tool Reference
mind_query — Search Your Knowledge Graph
Returns RETRIEVED CONTEXT from your stored documents, entries, and feed posts with source attribution — raw graph context for the calling model to synthesize, not a finished answer. Uses no MIND LLM and costs 0 credits. Pass retrieve_only=false for a MIND-written answer (spends credits).
mind_remember — Store & Manage Content
mind_folders — Organize Documents into Folders
Folders are a presentation layer over the document tray — the knowledge graph still indexes and retrieves across every document regardless of folder.
mind_context — Load Persistent Context
Loads five structured sections at session start:
- Soul — Core identity, mission, personality
- User — Who the user is, their role, preferences
- Rules — Operating constraints, behavioral guidelines
- Priorities — Current goals, active projects, deadlines
- Recent — Latest activity, outcomes, decisions
mind_life — Life Management + Calendar
mind_crm — Contact Relationship Management
mind_tasks — Site-Wide Tasks
Assignable, completable, reportable work items. A task can attach to a Life
project (parent_type: "life_item"), a CRM contact ("contact"), an agent
("agent"), or stand alone. Assign tasks to a MIND member, an agent, or an
external email address.
mind_sense — MINDsense Emotional Intelligence
mind_research — Autonomous Research
mind_train — Self-Training
mind_social — Social Layer
mind_profile — Profile & Preferences
mind_insights — Autonomous Learning Engine
mind_automate — Automations
mind_notify — Notifications
mind_admin — Administration & Featured Minds Portal
Requires an admin-scoped MIND API key. Powers everything at https://m-i-n-d.ai/#/admin/featuredmindsportal — the same surface any MCP client (Claude Code, Cursor, Windsurf, n8n via MCP, custom agents) can drive end-to-end.
User provisioning + tier/credits
Featured Minds Portal — full CRUD
The catalog (featured_minds collection) and the linked owner profile (user_profiles) edited together so changes hit https://m-i-n-d.ai/m/{username} immediately.
Recipe — change a featured MIND's model + prompt from MCP
mind_agents — Agent Command Center (Admin)
Canonical registry of every agent across the workspace fleet — running on a VPS, planned, archived. Solves the recurring "every Claude Code session re-discovers my agents from scratch" problem. Backed by /admin/agents on the MIND backend. Requires an admin API key.
UI: visit https://m-i-n-d.ai/agents (admin-only) to browse the fleet visually.
mind_tickets — Agent Ticket Queue (Admin)
Every agent in the Command Center carries a ticket queue — client feedback, critique, ideas, feature requests, and bugs. A consulting client an agent is shared with files tickets; the agent's owner triages and resolves them. Every ticket auto-assigns to the Ernie triage agent and mirrors into MIND Life as a task. Backed by /admin/agents/{slug}/tickets. Requires an admin API key. agent_slug is required on every call.
kind: feedback · critique · idea · feature · bug
status: open → triaged → in_progress → resolved → closed
priority: low · medium · high · urgent
mind_accounts — Multi-MIND Accounts
A "MIND" is a knowledge-graph account. One person can own — or be granted access to — many MINDs (work, research, a client's, a shared team MIND) and switch between them. This tool lets an agent discover and manage them. Backed by /developer/v1/accounts on the MIND backend.
Note: owner = full access, viewer = read-only. Requires MULTI_MIND_ACCOUNTS_ENABLED on the MIND backend; list returns enabled: false when the feature is off.
Partner Integration
Partner apps can programmatically create MIND accounts using partner keys:
Returns a JWT + permanent API key. Your app stores the API key and uses it for all subsequent MCP/API calls on behalf of that user.
Environment Variables
Programmatic Usage
Patents
MIND's core technology — including emotion-weighted knowledge graph encoding and cross-agent persistent memory via the Model Context Protocol — is the subject of pending patent applications. Patents pending.
Troubleshooting
- "Connect" opened the MIND website instead of connecting — this was a bug in the
non-www endpoint, fixed July 2026. Use
https://www.m-i-n-d.ai/mcp(with thewww) and retry. - No "Connectors" option in my tool — use the Claude Code one-liner above if you're
on Claude Code, or the local npm install (
npm install -g @astramindapp/mcp-server) for any other MCP-compatible tool. npxsays "could not determine executable to run" / hangs —npx -y <pkg>only runs the bin named after the package's last path segment (mcp-server), sonpx -y @astramindapp/mcp-serveralone fails, and adding@latestplus a trailingmind-mcp-setupjust passes it as an argument instead of selecting that bin — usenpx -y --package=@astramindapp/mcp-server mind-mcp-setup(ormind-mcp), which works on every version, or install globally first (npm install -g @astramindapp/mcp-server).- I have multiple MIND accounts — add the connector once per account under a
different name (e.g.
mind-personal,mind-work); each Connect click lets you pick the account on the consent screen.
Links
- Website: www.m-i-n-d.ai
- GitHub: theastraway/mind-mcp-server
- npm: @astramindapp/mcp-server
- MCP Docs: m-i-n-d.ai/mcp.html
License
MIT — Astra AI, Inc.
來源:README.md,提交 00b80e8
工具
0版本歷史
6- v0.29.2最新Sep 23, 2026
- v0.29.1Sep 22, 2026
- v0.29.0Sep 21, 2026
- v0.28.0Sep 19, 2026
- v0.25.0Sep 16, 2026
- v0.24.0Sep 16, 2026
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