SAME - Stateless Agent Memory Engine MCP Server

Your AI forgets everything between sessions. SAME fixes that. SAME gives every AI coding tool persistent memory. Claude Code, Cursor, Windsurf, Codex CLI, Gemini CLI - one memory layer that works everywhere. It indexes your markdown notes, surfaces relevant context automatically, and records decisions and handoffs so your AI picks up where it left off.

People connecting productivity tools to Claude, Cursor, VS Code, or another MCP client. The project is written in Go.

VERIFIED ACTIVE

LAST COMMIT 2026-08-13 · ★ 23 · #48 OF 139 MAINTAINED PRODUCTIVITY · VERIFIED 2026-08-25

NOASSERTION · Go servers · how we verify → /methodology

01 · Install SAME - Stateless Agent Memory Engine

before you install - you'll need

The README does not document required environment variables for a basic install.

Claude Code

claude mcp add sgx-labs-statelessagent -- npx -y @sgx-labs/same

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "sgx-labs-statelessagent": {
      "command": "npx",
      "args": [
        "-y",
        "@sgx-labs/same"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license no standard license detected - usage rights unclear; check the repo before commercial use

npm package @sgx-labs/same - published under the repo owner's npm scope (@sgx-labs)

registry namespace io.github.sgx-labs is GitHub-verified and matches the repo owner

03 · What SAME - Stateless Agent Memory Engine can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v0.12.5 · 2026-04-01

v0.12.1 · 2026-03-20

What's New · Smarter setup. same init now auto-detects your Ollama models, configures the best embedding and chat models for your hardware, and sets up graph extraction automatically. New interactive provider picker…

v0.12.0 · 2026-03-11

Memory Integrity · SAME now tracks where your notes came from and whether they're still accurate. · Every saved note records its provenance - the files and notes it was derived from, with SHA256 hashes at capture time.…

04 · Who maintains SAME - Stateless Agent Memory Engine

SAME - Stateless Agent Memory Engine is maintained by sgx-labs. It's the only MCP server we track from this author; the repo dates to Feb 2026.

05 · Facts

repository: github.com/sgx-labs/statelessagent
website: https://statelessagent.com/
category: productivity - ranked #48 of 139 actively-maintained productivity servers as of 2026-08-25.
registry: io.github.sgx-labs/same (active, first published 2026-02-12 · 3 versions)
packages: npm:@sgx-labs/same

06 · SAME - Stateless Agent Memory Engine FAQ

What is SAME - Stateless Agent Memory Engine?

Is SAME - Stateless Agent Memory Engine still maintained?

Yes - as of 2026-08-25, its last commit was 2026-08-13. We re-verify nightly.

How do I install SAME - Stateless Agent Memory Engine?

Run `npx -y @sgx-labs/same`. The README does not document required environment variables for a basic install. You can also paste the ready-made client config above.

Does SAME - Stateless Agent Memory Engine run locally?

Yes - it's a stdio server: it runs on your machine (via npx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to SAME - Stateless Agent Memory Engine

Alternatives to SAME - Stateless Agent Memory Engine

Maintained productivity servers if SAME - Stateless Agent Memory Engine isn't the fit.

Pairs well with

Servers that cover what SAME - Stateless Agent Memory Engine doesn't - only shown when the pairing reason fits the companion.

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