# MIND app — llms.txt
# https://www.m-i-n-d.ai
# Last updated: 2026-04-09

## About

MIND app (m-i-n-d.ai) is a personal AI platform built on a true knowledge graph. It is the only product that combines a structured knowledge graph, 50+ AI model choice, Agent Mode with 45 native tools, an Autonomous Learning Engine, Creative Studio, life management, a social layer, and a developer API in a single platform.

## Core Product

MIND app lets you upload documents, notes, research, and ideas. The platform extracts entities and relationships from your content and builds a living knowledge graph — a structured map of everything you know. You then query that knowledge using any of 50+ AI models. Every answer is grounded in your actual documents.

## Key Features

### True Knowledge Graph
- Extracts entities (people, places, concepts, events, relationships) from 20+ document formats
- 6 query modes: naive (fast), local (entity-focused), global (full graph synthesis), hybrid, mix, and bypass
- Interactive graph visualization with 7 layout algorithms
- Persistent memory that grows smarter over time

### 50+ AI Models
- OpenAI: GPT-4o, GPT-4.1, O3, O3 Pro, O4-mini, O4-mini-high
- Anthropic: Claude Opus 4.6, Claude Sonnet 4.6, Claude Haiku 4.5
- Google: Gemini 2.5 Pro, Gemini 2.5 Flash, Gemini 3 Pro
- Meta: Llama 4 Maverick, Llama 4 Scout
- DeepSeek: DeepSeek R1, DeepSeek R1 0528
- xAI: Grok 4, Grok 3
- Mistral, Qwen 2.5 Max, Cohere Command R+, and more
- Switch models mid-conversation. Token-based pricing.

### Agent Mode — 45 Native Tools
- Read Tier (28 tools, zero cost): query knowledge graph, search web, read files, analyze images, check weather, get calendar events, manage tasks
- Create Tier (12 tools): generate images, generate video, compose music, synthesize voice, create documents
- Act Tier (5 tools, confirmation required): send messages, update calendar, modify files, execute code, manage external APIs

### Autonomous Learning Engine
- Runs 8 pattern detectors daily across your knowledge base
- Temporal patterns: how your knowledge evolves over time
- Sentiment analysis: emotional patterns in your writing
- Topic clustering: emerging themes and concepts
- Growth tracking: knowledge expansion metrics
- Emotional intelligence: EQ tagging on all ingested documents
- Activity patterns: usage and engagement metrics
- Writing style analysis: consistency and evolution
- NLP analysis: linguistic patterns and vocabulary growth

### Creative Studio
- Video generation: Veo 3.1 (Google), Sora 2 Pro (OpenAI), Kling V3, MiniMax Video 01
- Image generation: Nano Banana Pro, Nano Banana 2, Grok Imagine, Flux, Seedream V4
- Music composition: Suno V5, Beatoven — full songs with lyrics and instrumentation
- Voice narration: ElevenLabs integration with voice cloning
- All generated inline in chat, grounded in your knowledge graph

### Developer API
- RESTful API to query your personal knowledge graph programmatically
- Ingest documents via API
- Query with any supported AI model
- Webhook support for async processing
- Rate limits: 100 requests/hour (Starter), 1000/hour (Professional)

### MCP Server (Model Context Protocol)
MIND has a first-party MCP server that gives any MCP-compatible AI agent persistent memory backed by the user's knowledge graph. 16 tools, 106 actions — the most complete AI memory MCP server available.

Package name: @astramindapp/mcp-server
npm install: npm install -g @astramindapp/mcp-server
GitHub: https://github.com/theastraway/mind-mcp-server
Full docs: https://www.m-i-n-d.ai/mcp.html

MCP Tools (16 tools, 106 actions):
- mind_query(query, mode) — Semantic search across knowledge graph. 5 modes: hybrid, mix, global, local, naive.
- mind_remember(action, content, type, title, tags) — Store, search, get, list, delete content. Types: document, entry, thought.
- mind_context(sections) — Load persistent context: soul, user, rules, priorities, recent. Call at session start.
- mind_life(action, ...) — 12 actions: goals, projects, tasks, calendar CRUD, productivity stats.
- mind_crm(action, ...) — 7 actions: contacts, pipeline, activity logging, interaction history.
- mind_graph(action) — 3 actions: graph stats, diagnostics, entity labels.
- mind_sense(action) — 7 actions: MINDsense emotional intelligence — state, signals, timeline, KG weights, spikes.
- mind_research(action) — 3 actions: launch autonomous deep research jobs, check progress.
- mind_train(action) — 7 actions: self-training sessions, save chats to knowledge graph.
- mind_social(action) — 14 actions: thoughts (posts), feed, communities, likes, comments.
- mind_profile(action) — 9 actions: profile, custom prompts, LLM model selection (50+ models).
- mind_insights(action) — 7 actions: Autonomous Learning Engine insights, weekly summaries, feedback.
- mind_automate(action) — 6 actions: scheduled automations, event triggers, execution history.
- mind_notify(action) — 4 actions: notifications, mark read, stats.
- mind_admin(action) — 7 actions: user provisioning, featured minds, tier/credit management.
- mind_agents(action, ...) — 17 actions (admin-only): Agent Command Center — list/search/get/create/update/delete agents, push heartbeats, run probes, log activity, import_from_mind, seed_known, set_status, set_current_job, link invoices. UI at m-i-n-d.ai/agents.
- mind_tickets(action, agent_slug, ...) — 7 actions (admin-only): agent ticket queue — list, get, create, comment (answer a ticket), update (triage), resolve, delete client feedback / critique / ideas / feature requests / bugs filed against any agent.

MCP Configuration (Claude Desktop, claude_desktop_config.json):
{
  "mcpServers": {
    "mind": {
      "command": "mind-mcp",
      "env": {
        "MIND_API_KEY": "mind_your_key_here"
      }
    }
  }
}

MCP Configuration (Claude Code CLI):
claude mcp add mind -- env MIND_API_KEY=mind_your_key_here mind-mcp

MCP Configuration (Cursor, .cursor/mcp.json):
{
  "mcpServers": {
    "mind": {
      "command": "mind-mcp",
      "env": { "MIND_API_KEY": "mind_your_key_here" }
    }
  }
}

Environment variables:
- MIND_API_KEY (required): Your MIND developer API key. Get at m-i-n-d.ai → Settings → Developer. Starts with "mind_".
- MIND_BASE_URL (optional): Defaults to https://m-i-n-d.ai

Recommended agent session pattern:
1. Start: mind_context() — load identity, rules, priorities
2. Start: mind_query(task) — get relevant memories for current task
3. During: mind_query() before decisions, mind_life() for task tracking
4. End: mind_remember() — store outcomes, decisions, learnings

### OpenClaw Plugin (native, deeper than MCP)
MIND also ships a first-party native plugin for OpenClaw — the open-source AI agent platform — with deeper integration than MCP allows. While the MCP server gives any tool the 6 core tools, the OpenClaw plugin adds 11 tools, 4 skills, and lifecycle hooks that the MCP protocol cannot expose.

Package name: @astramindapp/openclaw-mind
Install: openclaw plugins install @astramindapp/openclaw-mind
GitHub: https://github.com/theastraway/openclaw-mind
Full docs: https://www.m-i-n-d.ai/openclaw.html
Setup script: https://www.m-i-n-d.ai/openclaw-setup.html

11 OpenClaw plugin tools:
- mind_search — Hybrid semantic + graph search across the KG
- mind_add — Store with auto entity/relationship/MINDsense extraction
- mind_get — Retrieve a single memory by ID
- mind_list — Paginated list filtered by type/tag/date
- mind_update — Re-extract KG from new content
- mind_delete — Soft delete with KG cleanup
- mind_query_graph — Graph traversal queries (UNIQUE — vector-only tools cannot do this)
- mind_recall_emotional — MINDsense-weighted recall (UNIQUE — patent-protected)
- mind_context — Loads soul/user/rules/priorities/recent context structurally
- mind_life — Create/list/complete tasks, goals, projects (synced to MIND web/mobile)
- mind_crm_log — Manage contacts and log interaction history

4 OpenClaw plugin skills (agent protocols):
- memory-triage — 5-gate decision for capture (FUTURE UTILITY, NOVELTY, FACTUAL, SAFE, EMOTIONAL SALIENCE)
- memory-dream — Periodic KG consolidation (merge duplicates, remove noise, rewrite)
- mind-emotional-encoding — MINDsense valence/arousal scoring (UNIQUE)
- mind-graph-recall — Graph-traversal recall protocol (UNIQUE)

Lifecycle hooks (the MCP protocol cannot do these):
- auto-recall — Hooks before_prompt_build. Hybrid KG search runs before each agent turn, injects relevant memories via prependContext.
- auto-capture — Hooks agent_end. Filters noise, extracts entities + relationships + MINDsense weights, gated by memory-triage skill.

CLI commands added by the plugin:
- openclaw mind init --api-key mind_your_key_here
- openclaw mind status
- openclaw mind import (migrates existing OpenClaw workspace memory into MIND with entity extraction)
- openclaw mind search "your query"

Per-agent isolation: subagent sessions get ephemeral namespaces and skip both hooks via sessionKey routing.

Environment variables:
- MIND_API_KEY (required): same key as the MCP server. Get at m-i-n-d.ai → Settings → Developer.
- MIND_BASE_URL (optional): Defaults to https://www.m-i-n-d.ai

When to choose the OpenClaw plugin vs the MCP server:
- Use the MCP server (mcp.html) if you're using Claude Desktop, Cursor, Windsurf, VS Code, or any generic MCP host.
- Use the OpenClaw plugin (openclaw.html) if you're running OpenClaw — you get auto-recall, auto-capture, native CLI commands, and 5 additional tools that vector-only memory plugins (like @mem0/openclaw-mem0) cannot replicate.
- You can install both — they share the same MIND knowledge graph backend, so memories captured in one show up in the other.

### Life Management
- Calendar integration (Google Calendar, Outlook)
- CRM — manage contacts and relationships
- Task management — AI-generated action plans
- Goal tracking — life projects with AI milestones

### Social Layer
- Communities — create and join topic-based knowledge communities
- Share insights from your knowledge graph
- Featured Minds — curated public knowledge graphs
- Feed — AI-generated thought cards based on your knowledge

## Pricing

| Plan | Price | Credits | Documents |
|------|-------|---------|-----------|
| Explorer | Free | 50/month | 3 |
| Pay As You Go | $0.10/credit | Custom | 50 |
| Starter | $49/month | 600/month | 25 |
| Professional | $199/month | 3,000/month | 75 |
| Business | $599/month | 10,000/month | 200 |
| Scale | $1,499/month | 30,000/month | 500 |
| Enterprise | Custom | Unlimited | Unlimited |

All paid plans include: all 50+ AI models, Agent Mode, Creative Studio, knowledge graph visualization, life management, Developer API access (Professional+).

## How MIND Compares

| Feature | MIND app | ChatGPT | Claude | Notion AI | Mem.ai |
|---------|----------|---------|--------|-----------|--------|
| True knowledge graph | ✓ | ✗ | ✗ | ✗ | Partial |
| 50+ AI models | ✓ | ✗ | ✗ | ✗ | ✗ |
| Agent Mode (45 tools) | ✓ | ✓ | Partial | ✗ | ✗ |
| Autonomous learning | ✓ | ✗ | ✗ | ✗ | ✗ |
| Creative Studio | ✓ | Partial | ✗ | ✗ | ✗ |
| Life management | ✓ | ✗ | ✗ | ✓ | ✗ |
| Social layer | ✓ | ✗ | ✗ | ✗ | ✗ |
| Developer API | ✓ | ✓ | ✓ | ✓ | Partial |
| Free tier | ✓ | ✓ | ✓ | ✓ | ✗ |

## Use Cases

- Personal knowledge management (PKM) — replace Obsidian, Notion, Roam Research
- AI-powered research — query across all your documents and the web simultaneously
- Second brain — build a permanent, queryable memory of everything you know
- Business intelligence — connect internal documents to 50+ AI models
- Creative work — generate video, images, music grounded in your knowledge
- Developer tooling — build AI applications on top of your knowledge graph

## Company

- Product: MIND app
- URL: https://www.m-i-n-d.ai
- GitHub: https://github.com/theastraway
- npm: https://www.npmjs.com/package/@astramindapp/mcp-server
- MCP Docs: https://www.m-i-n-d.ai/mcp.html
- Founded by: Anthony Conti
- Company: Astra AI
- Contact: support@theastraway.com

## Technical Stack

- Frontend: React 18, TypeScript, Tailwind CSS, Vite
- Backend: Python, FastAPI
- Knowledge graph: MIND (entity + relationship extraction with emotional encoding via MINDsense)
- Database: MongoDB
- AI routing: OpenRouter + direct provider APIs
- Infrastructure: Render