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 (curate the public marketplace at from any MCP client — model, public chat prompt, temperature, brand fields, write-through to the linked user's profile), and more.
MIND MCP Server — 48 tools. The most complete AI memory layer with the Focus → Project → Outcome → Task → Checklist hierarchy (mind_focuses + extended mind_life with item_type/parent_id/focus_id and cross-account project sharing via share/list_shares/revo
2026-11-11
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เครื่องมือ
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อัปไทม์
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Featured Minds Portal
m-i-n-d.ai
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
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
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
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
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.
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.
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:
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.
Next session, any agent has full context. Knowledge compounds.
What Makes MIND Different
vs. Flat File Memory (MEMORY.md)
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
vs. Other MCP Memory Servers
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
Tool Reference
mind_query — Search Your Knowledge Graph
query: "What did I decide about the authentication approach?"
mode: "hybrid" // hybrid (default), mix, global, local, naive
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
Action
Description
create
Store content. PRIVATE: document, entry (default). PUBLIC: feed_post — writes to the user's public social feed, NEVER use unless the user explicitly said "post", "share", "tweet", "feed", or "thought to my feed". (thought is a deprecated alias for feed_post.)
delete
Remove by ID
search
Find entries / feed posts by query
get
Retrieve specific item by ID
list
Paginated listing of all 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.
Action
Description
list
All folders, each with its document count
create
Create a folder (optionally nested under a parent)
rename
Change a folder's name
move
Re-nest a folder under a different parent
delete
Remove a folder — its documents and subfolders move up a level; nothing is deleted
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.
Action
Description
list
List/filter tasks by status, priority, parent, assignee, or overdue
create
Create a task — attach to a project/contact/agent, assign, set a due date
get, update, delete
Task CRUD
complete, reopen
Mark a task done or reopen it
assign
(Re)assign to a member/agent/external; optionally fire the agent
Public feed post management — ⚠️ create_thought writes to the user's PUBLIC feed, only call on explicit user request (see tool description)
feed, user_feed, search_feed
Social feed browsing
create_community, list_communities, get_community
Community management
join_community, leave_community
Membership
create_post, list_posts
Community posts
mind_profile — Profile & Preferences
Action
Description
get, update
Profile management
get_chat_prompt, set_chat_prompt
Custom chat system prompt
get_thought_prompt, set_thought_prompt
Custom feed-post generation prompt (used when the user asks MIND to draft a post)
get_model, set_model, list_models
LLM model selection (50+ models)
mind_insights — Autonomous Learning Engine
Action
Description
list
Recent pattern-detected insights
unread_count
Count of unseen insights
view, feedback
Mark seen, rate helpfulness
analyze
Trigger on-demand analysis
weekly_summary
Weekly intelligence summary
context
ALE context data
mind_automate — Automations
Action
Description
list, create, update, delete
Automation CRUD
run_now
Trigger immediately
history
Execution log
mind_notify — Notifications
Action
Description
list
View all notifications
mark_read, mark_all_read
Read management
stats
Notification overview
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
Action
Description
create_user
Provision new MIND account; optionally generate an API key
list_users
List users with analytics, filterable by activity window and source tenant
update_user_tier
Change subscription tier (free / pro / enterprise)
adjust_user_credits
Add (+) or deduct (–) 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.
Action
Description
create_featured_mind
Promote a user's MIND into the featured catalog
list_featured_minds
List every featured mind with mind_id, display_order, featured, is_public
get_featured_mind_full
Bundled view in one round-trip: featured_mind doc + linked user_profile + available_models catalog (what the portal side sheet loads)
Write-through to user_profiles for the linked user: preferred_llm_model, public_mind_prompt (≤3000 chars), chat_temperature (0.0–2.0), chat_reasoning_effort (minimal/low/medium/high, thinking models only), public_mind_enabled, public_mind_tagline/greeting/persona, bio, avatar_url, banner_url. Pass null on preferred_llm_model to clear and fall back to platform default.
reorder_featured_minds
Bulk display_order via ordered_mind_ids: string[] — index in list becomes the order. Idempotent.
delete_featured_mind
Remove from catalog. The user's underlying MIND is preserved.
Recipe — change a featured MIND's model + prompt from MCP
mind_admin({ action: "list_featured_minds" })
// → grab the mind_id you want
mind_admin({ action: "get_featured_mind_full", mind_id: "<id>" })
// → see current owner_profile + the full available_models catalog
mind_admin({
action: "update_featured_mind_owner_profile",
mind_id: "<id>",
preferred_llm_model: "anthropic/claude-sonnet-4.6",
chat_temperature: 0.7,
public_mind_prompt: "You are Anthony's public MIND. Answer in his voice."
})
// → next anonymous chat at /m/{username} uses the new model + prompt + temp
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.
Action
Description
list
List/search agents with filters (list_status, list_host, list_tag, list_query free-text) and a fleet-wide stats payload
get
Detail for one agent + last 20 activities inline
create
Register a new agent record (slug must be unique)
update
Partial update — name, description, status, cadence, host, responsibilities, etc.
delete
Soft-archive (default) or hard=true to permanently remove
heartbeat
Push a heartbeat from the agent's runtime (updates last_heartbeat + current_job)
probe
Active liveness probe (HTTP health_url or OpenClaw gateway) — logs result as activity
log_activity
Append a manual activity entry (notes, status changes, errors)
list_activities
Paginated activity history for one agent
set_status
Shortcut update — flip status to running/paused/planned/archived/error
set_current_job
Shortcut update — record what the agent is doing right now
import_from_mind
Enrich agent records from MIND agent-identity documents
seed_known
Idempotent upsert of the canonical seed list (additive; overwrite=true to reset)
transfer_owner
Move the agent to another MIND account's board (owner_username — the account must exist)
share
Grant another account access — grantee_username + share_role (owner = full control, viewer = read-only)
list_shares
List every account the agent is shared with
revoke_share
Drop a share grant by share_id (from list_shares)
// Before scaffolding a new agent — check what exists
mind_agents({ action: "list" })
// After non-trivial work — keep the registry honest
mind_agents({
action: "heartbeat",
slug: "social-media-manager",
current_job: "drafting LinkedIn carousel for Friday"
})
// Promote a planned agent to running
mind_agents({ action: "set_status", slug: "audit-agent", status: "running" })
// Hand an agent to a teammate's board, or share it read-only
mind_agents({ action: "transfer_owner", slug: "audit-agent", owner_username: "jane" })
mind_agents({ action: "share", slug: "audit-agent", grantee_username: "sam", share_role: "viewer" })
// Search the fleet by free text — slug, name, description, or tags
mind_agents({ action: "list", list_query: "atlas" })
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.
Action
Description
list
Every ticket on an agent + open/total stats; optional status filter
get
One ticket plus its full comment thread
create
File a new ticket (title required; kind, body, priority optional)
comment
Answer a ticket — add a reply to its comment thread (body = the reply)
update
Triage — change status, priority, kind, or reassign (assignee)
resolve
Shortcut — mark the ticket resolved
delete
Remove the ticket, its comments, and its mirrored Life task
kind: feedback · critique · idea · feature · bugstatus: open → triaged → in_progress → resolved → closedpriority: low · medium · high · urgent
// File a bug against an agent
mind_tickets({ action: "create", agent_slug: "social-media-manager",
kind: "bug", priority: "high",
title: "Carousel export drops the last slide",
body: "Repro: 7-slide deck exports as 6." })
// Answer it, then resolve it
mind_tickets({ action: "comment", agent_slug: "social-media-manager",
ticket_id: "<id>", body: "Fixed in the export batch size — verified." })
mind_tickets({ action: "resolve", agent_slug: "social-media-manager", ticket_id: "<id>" })
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.
Action
Description
list
Every MIND your API key's owner can access, with role (owner/viewer) and which is active
create
Spin up a brand-new MIND you own (pass label)
delete
Permanently delete a MIND you own — account, grants, and invitations (pass mind_username)
members
Owners, viewers, and pending invitations of a MIND you own (pass mind_username)
grant
Give an existing MINDapp user owner/viewer access (mind_username, grantee_username, role)
invite
Email an invitation to co-own or view a MIND (mind_username, email, role)
// Discover every MIND you can reach
mind_accounts({ action: "list" })
// Create a dedicated MIND for a new workstream
mind_accounts({ action: "create", label: "Acme Corp Research" })
// Grant a teammate read-only access
mind_accounts({
action: "grant",
mind_username: "acme_research_a1b2c3",
grantee_username: "teammate",
role: "viewer"
})
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
Variable
Required
Default
Description
MIND_API_KEY
Yes
—
Your MIND Developer API key
MIND_BASE_URL
No
https://www.m-i-n-d.ai
MIND API base URL
Programmatic Usage
import { createMindMcpServer, MindClient } from "@astramindapp/mcp-server";
const client = new MindClient({
baseUrl: "https://www.m-i-n-d.ai",
apiKey: "mind_xxx",
});
const server = createMindMcpServer(client);
// Connect to any MCP transport
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 the www)
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.
npx says "could not determine executable to run" / hangs — npx -y <pkg> only
runs the bin named after the package's last path segment (mcp-server), so
npx -y @astramindapp/mcp-server alone fails, and adding @latest plus a trailing
mind-mcp-setup just passes it as an argument instead of selecting that bin — use
npx -y --package=@astramindapp/mcp-server mind-mcp-setup (or mind-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.
MIND MCP Server — 48 tools. The most complete AI memory layer with the Focus → Project → Outcome → Task → Checklist hierarchy (mind_focuses + extended mind_life with item_type/parent_id/focus_id and c
MIND MCP Server — 48 tools. The most complete AI memory layer with the Focus → Project → Outcome → Task → Checklist hierarchy (mind_focuses + extended mind_life with item_type/parent_id/focus_id and cross-account project sharing via share/list_shares/revo
ตรวจสอบล่าสุดเมื่อ 2026-11-11 MIND MCP Server — 48 tools. The most complete AI memory layer with the Focus → Project → Outcome → Task → Checklist hierarchy (mind_focuses + extended mind_life with item_type/parent_id/focus_id and cross-account project sharing via share/list_shares/revo