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StudioMeyer Memory v2.9: Multi-Agent Memory for AI Teams
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AI & Automation March 31, 2026 7 min readby Matthias Meyer

StudioMeyer Memory v2.9: Multi-Agent Memory for AI Teams

53 tools, knowledge graph, multi-agent support. Your AI has memory — but not a brain. StudioMeyer Memory changes that. Connected in 30 seconds.

Your AI assistant forgets everything after every conversation. Same explanations, same mistakes, no context. You are the only one who remembers. StudioMeyer Memory changes that — permanently.

What is StudioMeyer Memory?

StudioMeyer Memory is a persistent AI memory server. It gives Claude, Cursor, ChatGPT, VS Code, Windsurf, and any MCP-compatible AI client a long-term memory that works across conversations, across tools, and across agents.

One URL. 30 seconds to connect. Your AI remembers from now on.

What's New in v2.9

Multi-Agent Memory

The biggest addition: agentId scoping. Multiple AI agents can now share the same memory — or isolate their own context. Your Claude Code agent learns something? Your Cursor agent knows it too. Or you scope them separately so each agent has its own view.

This is not a shared chat history. It is a structured knowledge system where agents share learnings, decisions, entities, and a knowledge graph — while maintaining their own session context.

Import from ChatGPT, Claude, and Gemini

Already have months of AI conversations? Import them. StudioMeyer Memory can parse your ChatGPT export, Claude history, or Gemini conversations and extract the knowledge into your graph. No manual re-teaching required.

53 MCP Tools

StudioMeyer Memory now ships with 53 tools across these categories:

  • Session Management — Start, end, summarize sessions. Context loads automatically.
  • Learning System — Facts, decisions, mistakes get stored proactively. Search, link, archive.
  • Knowledge Graph — Entities, observations, relations. Your AI understands connections, not just keywords.
  • Contradiction Detection — When facts change, the system detects conflicts and resolves them.
  • Adaptive Decay — Unimportant knowledge fades naturally. Important facts persist. No manual cleanup.
  • Semantic Search — Full-text + trigram + embedding search. Find anything by meaning, not just exact match.
  • Sprint & Decision Tracking — Track open decisions, goals, and sprints across sessions.
  • Skill System — Your AI tracks what it has learned to do and gets better over time.
  • Export — Markdown export of your entire knowledge base. No vendor lock-in.

Autopilot Mode

Configure your AI client once. StudioMeyer Memory handles the rest. Session start, proactive learning, knowledge maintenance, session summary — all automated. No manual tool calls needed.

How to Connect

Claude Desktop: Settings → Connectors → Add custom connector → memory.studiomeyer.io/mcp

Claude Code:

claude mcp add --transport http nex-memory https://memory.studiomeyer.io/mcp

Cursor: MCP Settings → Add Server → memory.studiomeyer.io/mcp

VS Code / Windsurf / Zed:

npx mcp-remote https://memory.studiomeyer.io/mcp

Authentication happens via OAuth 2.1 — browser opens, enter email, done. No API key, no config files.

Pricing

Solo — $29/month (Founding Price) Everything included. 53 tools, knowledge graph, multi-agent support, unlimited sessions, strict tenant isolation. For the first 100 users — locked at $29 forever (regular price: $49/mo).

Team — $49/month (Coming Soon) 5 team members, shared knowledge graph, team-wide learnings and decisions, admin dashboard.

Scale — $99/month (Coming Soon) Unlimited members, REST + MCP API access, custom integrations, priority support, SLA 99.9%.

14-day free trial. No credit card required.

Your Data, Strict Isolation

Tenant isolation enforced in three layers: every table has a tenant_id column, Prisma auto-injects it on every query, and PostgreSQL Row Level Security policies block cross-tenant reads at the database layer — defense in depth. Hosted on Supabase in the EU (Ireland), GDPR-compliant. Export all your data anytime as Markdown. Cancel and take everything with you.

Who Is This For?

  • Developers using Claude Code or Cursor daily — your AI remembers your codebase decisions, patterns, and mistakes
  • Teams running multiple AI agents — shared memory means agents learn from each other
  • Power users who are tired of re-explaining context every session
  • Businesses that want their AI to accumulate institutional knowledge over time

Try It Now

One URL: memory.studiomeyer.io/mcp

Your AI never forgets again.

Matthias Meyer

Matthias Meyer

Founder & AI Director

Founder & AI Director at StudioMeyer. Has been building websites and AI systems for 10+ years. Living on Mallorca for 15 years, running an AI-first digital studio with its own agent fleet, 680+ MCP tools and 6 SaaS products for SMBs and agencies across DACH and Spain.

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StudioMeyer Memory v2.9: Multi-Agent Memory for AI Teams