StudioMeyer Memory stores knowledge outside a single AI conversation and makes it retrievable through MCP. It can help you reuse project status, decisions and recurring business rules across conversations.
External memory complements your working method. It replaces neither current project documents nor an assistant's native memory. Its usefulness depends on what you store and how your client retrieves it later.
What Memory provides#
Our product inventory lists 56 tools for Memory, including functions for sessions, stored knowledge, search and a knowledge graph. The graph can link customers, projects and decisions with observations and relationships.
Offering those tools does not by itself make Claude load every relevant fact automatically in every conversation. The connection must be enabled, appropriate tools invoked, and working instructions or an integration may need configuring. Results still require review.
Three practical uses#
Resume a project: Store a short summary with current status, open questions and references to authoritative files. Ask for that specific project in the next conversation. Then check what has changed since the summary.
Retrieve decisions: Record what was decided, by whom and why. A date and scope make a decision more useful than an isolated statement such as “we use system X.”
Use knowledge across tools: Multiple supported clients can reuse a shared authorized knowledge store when their access and permissions allow it. Shared knowledge does not mean every agent should see every record.
Set up the connection#
See the Memory product page for the current endpoint and authentication. We support Claude for our tools. Follow the documented connection method and inspect the available tools after signing in.
To start:
- Store a harmless test note with a distinctive project name.
- Retrieve it in the same conversation.
- Open a new conversation and explicitly retrieve it through Memory.
- Update or delete the test note and check the result.
This distinguishes actual storage from an answer using only the current chat. Saying “remember this” alone does not prove a successful storage call.
Knowledge needs sources and maintenance#
Distinguish current facts, decisions and tentative assumptions. Link to original files rather than copying large documents without an update process. Prices, dates and permissions change; an old memory does not establish today's facts.
To import earlier chats, first check whether the current import tool supports your export format. Test a small sanitized sample and inspect the imported content. An import does not guarantee every statement is correctly identified or every sensitive detail removed.
Privacy and access#
The server and AI client have different roles. Memory stores knowledge; the assistant processes returned results under its own terms and account settings. EU server hosting does not automatically keep all processing in Germany.
Row Level Security limits access to database rows. It is a logical permission boundary, not physical separation into independent servers or databases. Check current privacy information, access rules and, where relevant, a data processing agreement.
Protection against accidentally storing secrets can help but does not replace review. Do not submit passwords or API keys as ordinary knowledge notes.
Plans and alternatives#
The Memory page gives the current plans, limits and setup details and is authoritative for the offering. A free trial is useful when you first want to check storage and retrieval for your own case.
Other memory systems include Mem0 and Zep. Features and hosting differ by product and version. Mem0 explicitly documents an open-source self-hosted version. Compare specific current variants instead of claiming all alternatives lack graphs or self-hosting.
The value comes from retrieving the right information in the next conversation, knowing its source and correcting outdated statements, rather than storing the largest possible amount.
