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Shared memory for Cursor

Connect Cursor to a Sirro library so saved components, animations, prompts, and links remain available across projects.

Why coding agents need memory

Valuable work often dies in chat logs. Coding agents forget decisions, code, and reusable components between sessions and projects, so developers rebuild work that already exists.

How Sirro solves it

  • Save assets deliberately. Choose the code, component, animation, prompt, pattern, or link worth keeping and give it a clear name.
  • Retrieve across projects and agents. Ask a connected coding agent for the saved asset by name from another repository or session.
  • MCP native. Sirro exposes save, retrieve, list, compose, and update tools through its remote MCP server.

Cursor MCP config

Add the remote Sirro MCP server. Your coding client opens Sirro so you can sign in and allow access to a library.

{
  "mcpServers": {
    "sirro": {
      "url": "https://www.sirro.dev/mcp"
    }
  }
}

Sirro closed beta

Sirro is currently in closed beta. Open the beta access page.

Frequently asked questions

Does Cursor memory persist between different repositories?

Yes. Sirro stores assets in a library outside the repository. After Cursor is connected, it can retrieve a named asset while working in another repository.

Can Cursor save complete components instead of text notes?

Yes. Sirro can store code files, styles, dependencies, framework details, and animation information for a reusable asset. Links can also be saved.

Does Sirro replace Cursor rules or project instructions?

No. Cursor rules guide agent behavior inside a project. Sirro stores deliberate reusable assets that can be fetched by name across projects.

How does Cursor connect to Sirro?

Add the Sirro remote MCP server, sign in to Sirro in the browser, and allow the connection. The connection grants access to the library you select.

Sirro home, Memory for Claude Code across projects, Persistent memory for Codex, External memory for AI coding agents, Shared context for coding agents, An MCP memory server for coding agents.