Standard Graph MCP Server

The alignment layer for the global curriculum. Map any standard to its equivalent in another country or exam board - cross-border alignment no single-country tool provides. It runs locally over stdio via the published package.

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

VERIFIED ACTIVE

LAST COMMIT 2026-07-28 · ★ 5 · #144 OF 259 MAINTAINED MEMORY · VERIFIED 2026-08-25

MIT · Python servers · how we verify → /methodology

01 · Install Standard Graph

before you install - you'll need

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

Claude Code

claude mcp add swoopeagle-standardgraph -- uvx standardgraph

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "swoopeagle-standardgraph": {
      "command": "uvx",
      "args": [
        "standardgraph"
      ]
    }
  }
}

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 MIT - declared in the repository

pypi package standardgraph - check the name against the project README before installing (PyPI has no namespace ownership)

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

03 · Who maintains Standard Graph

StandardGraph is maintained by swoopeagle. It's the only MCP server we track from this author; the repo dates to Jun 2026.

04 · Facts

repository: github.com/swoopeagle/standardgraph
website: https://github.com/swoopeagle/standardgraph
category: memory - ranked #144 of 259 actively-maintained memory servers as of 2026-08-25.
registry: io.github.swoopeagle/standardgraph (active, first published 2026-07-06)
packages: pypi:standardgraph

05 · Standard Graph FAQ

What is Standard Graph?

Is Standard Graph still maintained?

Yes - as of 2026-08-25, its last commit was 2026-07-28. We re-verify nightly.

How do I install Standard Graph?

Run `uvx standardgraph`. The README does not document required environment variables for a basic install. You can also paste the ready-made client config above.

Does Standard Graph run locally?

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

06 · Alternatives to Standard Graph

Alternatives to Standard Graph

Maintained memory servers if Standard Graph isn't the fit.

Pairs well with

Servers that cover what Standard Graph doesn't - only shown when the pairing reason fits the companion.

More memory MCP servers · Zaxy · Memkeeper · Telemem · MIND · Brainbox

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