Membase: MCP server, setup and security

What Membase does

According to its repository: “Long-term memory for you and your AIs: search memories, read the profile, add facts and documents.”

An MCP server gives an AI agent extra tools it calls during the conversation: the agent reads their description, decides to use them and gets the result back. Membase is listed under Files and documents, a category of 55 servers in the directory, where it ranks #24 by stars.

Topics declared by the repository: agent-memory, long-term-memory, membase, memory, python, typescript.

Installing and connecting Membase

Distribution modes declared in the official MCP registry:

• remote server (streamable-http): you connect to it by URL, with nothing to install locally

Like any MCP server, you declare it in your client's configuration (Claude Desktop, Claude Code, Cursor, VS Code, Codex…): a name, the command that starts it or its URL, and any environment variables. The client then starts it and lists its tools. Project language: Python.

Security: what to check

An MCP server runs code with the rights you give it, and the model reads its tool descriptions: a malicious or compromised server can hijack the agent. Read the code, or pick a maintained and widely used server, before connecting it.

Points found for Membase:

• System access: the Files and documents category gives the agent control over files, a terminal, code or a browser. A booby-trapped instruction in content the agent reads (prompt injection) can then turn into an action.
• No licence: without a licence the code is not legally reusable, even if it is public. Avoid it in a company setting without the author's agreement.

Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.

Project activity and maintenance

Created on March 31, 2025, the unibaseio/membase repository has 80 stars and 16 forks, with 0 open issues. It has more stars than 62% of the servers in the directory. It received changes this month. Version published in the registry: 1.0.1 (October 20, 2026).

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.