StudioMeyer Memory: Long-Term Memory for Claude

Claude has memory of its own these days. That memory belongs to Anthropic, though, not to you: you cannot see what is in it, you cannot export it, and your editor or your second tool cannot reach it. For a one-off conversation that is fine. For a business that uses AI daily and spreads its knowledge across several tools, it is not.

StudioMeyer Memory is an MCP server that gives Claude long-term memory. Not a plugin, not a workaround -- a proper memory system with a knowledge graph, session tracking, and automatic knowledge linking. Installed in under a minute.

What exactly does StudioMeyer Memory do?#

Imagine Claude remembering every project, every decision, and every insight from previous conversations. That's what Memory does. The system stores knowledge in two categories -- just like the human brain:

• Episodic memory: What happened? Errors, incidents, specific situations
• Semantic memory: What is true? Facts, architectures, business rules

In your next conversation, Claude automatically loads the relevant context. You don't have to repeat anything.

56 Tools in 10 Categories#

Memory isn't a single tool -- it's an entire system:

• Session management: Start, end, reload context, proactive suggestions
• Store knowledge: Learnings with automatic duplicate detection, decisions with reasoning
• Knowledge graph: Link entities (customers, projects, tools) with observations and relationships
• Intelligent search: Four search layers (semantic, fuzzy, full-text, substring) find even vague queries
• Analysis: Knowledge profile, reflection, export, self-improvement
• Maintenance: Detect contradictions, clean up duplicates, archive outdated knowledge

Installation: Under One Minute#

Option 1: Hosted (recommended for beginners)#

Add this URL in Claude Desktop or Cursor:

https://memory.studiomeyer.io/mcp

OAuth login in the browser, done. No database, no Docker, no server setup.

Option 2: Claude Code#

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

Works with Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, and Zed.

What you can actually do with it#

For consultants and freelancers#

You work on five projects at once. Without Memory, you explain the tech stack, client requirements, and past decisions to Claude every time. With Memory:

"Open the Mueller GmbH project. What's the latest status?"

Claude loads the entire context: architecture, open tasks, last decisions. Context switching in under a minute instead of ten.

For small agencies#

Your marketing agent doesn't know what the sales agent learned. Content gets repeated. With Memory, agents share a common knowledge base -- without data flowing uncontrolled. Each agent has its own scope, but access to shared insights.

For business owners in daily operations#

You regularly ask Claude about product details, competitor info, or customer history. Without Memory, every conversation starts from scratch. With Memory, Claude becomes your company's institutional memory:

• "What do we know about Competitor X?"
• "What pricing decision did we make?"
• "Show me all learnings about onboarding."

How the search works#

Memory uses four search layers that are combined:

1. Semantic search (pgvector) -- Finds similar concepts, even with different phrasing
2. Fuzzy search (Trigram) -- Handles typos and imprecise terms
3. Full-text search -- Classic keyword search for German and English content
4. Substring search -- Finds partial terms as a fallback

The result: You can ask vaguely ("that thing with the SSL certificate") and still get the right answer.

How Memory compares to alternatives#

There are now several AI memory solutions. Here's the honest comparison:

The key difference: Memory operations are database queries, not LLM calls. This makes true lifetime pricing possible -- without hidden token costs.

Import: Bring your existing AI knowledge#

If you already use ChatGPT, Claude, Gemini, Copilot, or Perplexity: Memory can import your existing chat history. The system automatically extracts entities, learnings, and decisions from your conversations.

You don't start from zero -- you start with your accumulated knowledge.

Privacy and hosting#

• SaaS version: Supabase Pro, EU Frankfurt (Germany), GDPR-compliant
• EU hosted: Supabase Frankfurt, data stays in Germany
• Encryption: AES-256-GCM for sensitive data
• Tenant isolation: Row Level Security at database level -- your data is physically separated
• Secret scanner: 27 patterns detect API keys, passwords, and DB URLs before they're stored

Tips for getting started#

1. Start with the free version. 56 tools, knowledge graph included -- enough for most use cases.
2. Import your chat history. Especially if you've been using ChatGPT or Claude for months -- there's valuable knowledge in those conversations.
3. Use the knowledge graph for clients. Create an entity for each client -- with observations that accumulate over time.
4. Let Claude work proactively. The nex_proactive tool automatically shows you stale learnings, open decisions, and knowledge gaps.
5. Export regularly. Memory offers full export in Markdown, JSON, or text -- your data belongs to you.

Pricing#

All tiers include all 56 tools and the knowledge graph.

At StudioMeyer, we use Memory ourselves -- daily, across over 680 sessions. The system isn't a concept -- it's a tool proven in daily practice. If you'd like to see how Memory can improve your AI workflow, try the free version or get in touch.

Learn more about StudioMeyer Memory