Jupyter MCP Server vs AWS Knowledge MCP

A side-by-side comparison of two AI, Data & Knowledge servers — tools, transport, auth, maintenance, and copy-paste config for each.

	Jupyter MCP Server Connect AI to Jupyter Notebooks in real-time — run cells, read outputs, and manage multiple notebooks. Unverified stdio (local) API key Python	AWS Knowledge MCP Fully managed remote server for AWS docs, blogs, What's-New and Well-Architected guidance — no key. Verified HTTP (remote) No auth Hosted
Category	AI, Data & Knowledge	AI, Data & Knowledge
Language	Python	Hosted
Transport	stdio (local)	HTTP (remote)
Auth	API key	None
GitHub stars	1.2k	7.0k
Last commit	1 month ago	5 months ago
Verified
Actively maintained
Install	`uvx jupyter-mcp-server@latest`	`Add URL https://knowledge-mcp.global.api.aws as an HTTP MCP server`
Repo	Open	Open

Verdict

Pick Jupyter MCP Server if you want a local (stdio) server that keeps data on your machine, and you need the broadest set of tools.

Pick AWS Knowledge MCP if you prefer the more popular, battle-tested option, and you want a hosted/remote server with nothing to install.

Add Jupyter MCP Server

Install / run

uvx jupyter-mcp-server@latest

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "jupyter-mcp-server": {
      "command": "uvx",
      "args": [
        "jupyter-mcp-server@latest"
      ],
      "env": {
        "JUPYTER_URL": "http://localhost:8888",
        "JUPYTER_TOKEN": "MY_TOKEN",
        "ALLOW_IMG_OUTPUT": "true"
      }
    }
  }
}

Requires `uv` (the Python package runner). Install it from https://docs.astral.sh/uv/ if `uvx` is not found.

Add AWS Knowledge MCP

Install / run

Add URL https://knowledge-mcp.global.api.aws as an HTTP MCP server

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "aws-knowledge-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://knowledge-mcp.global.api.aws"
      ]
    }
  }
}

Claude Desktop connects to remote servers through the `mcp-remote` proxy (installed on first run via npx). Restart Claude Desktop after saving.

FAQ

Jupyter MCP Server or AWS Knowledge MCP — which is better?

Pick Jupyter MCP Server if you want a local (stdio) server that keeps data on your machine, and you need the broadest set of tools. Pick AWS Knowledge MCP if you prefer the more popular, battle-tested option, and you want a hosted/remote server with nothing to install.

Can I use both Jupyter MCP Server and AWS Knowledge MCP?

Yes — MCP clients let you enable multiple servers at once. Add both configs to your client's mcpServers and use whichever tool fits the task.

Do Jupyter MCP Server and AWS Knowledge MCP work with Claude, Cursor and Windsurf?

Both do. Copy the per-client config below into Claude Desktop, Cursor, or Windsurf.

View Jupyter MCP Server →View AWS Knowledge MCP →More comparisons →