Koskamo

NemlAI MCP

NemlAI predicts a household's next grocery basket from its order history and fills a shop's cart; the user checks out themselves. It allows AI agents to retrieve predicted baskets, search for items, and send the cart to Nemlig.com or other Danish shops like BilkaToGo, Føtex, Netto, and REMA 1000.

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Endpoint and access

OAuth sign-in: the first time you connect, your client opens the vendor's own authorization prompt in a browser.

NemlAI MCP logo, by Simon MillerCommunity listingStreamable HTTPOAuth sign-inEndpoint checked 2026-11-09Published by Simon Miller
MCP endpoint (Streamable HTTP)
https://nemlai.milops.org/mcp
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Retrieve predicted grocery basket based on order history
  • Search for specific grocery items and prices
  • Send the prepared cart to Nemlig.com for checkout

Source and maintenance

Community listingRegistry 0.2.0
mcp-registry: io.github.miller-milops/nemlai@0.2.0Source repositoryProject website
Maintenance checked

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

90-day uptime

A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.

Too few checks for a percentage yet (2 of 2 answered).

  1. 2026-11-09: 1 of 1 checks answered
  2. 2026-11-10: 1 of 1 checks answered

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
1267 ms
95th percentile latency
1267 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 1267 ms · metadata changed · refuses unauthenticated initialize (HTTP 401)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http nemlai-mcp https://nemlai.milops.org/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add nemlai-mcp --url https://nemlai.milops.org/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable nemlai-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "nemlai-mcp": {
      "url": "https://nemlai.milops.org/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "nemlai-mcp": {
      "type": "streamableHttp",
      "url": "https://nemlai.milops.org/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start nemlai-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "nemlai-mcp": {
      "type": "http",
      "url": "https://nemlai.milops.org/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http nemlai-mcp https://nemlai.milops.org/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://nemlai.milops.org/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "nemlai-mcp": {
      "serverUrl": "https://nemlai.milops.org/mcp"
    }
  }
}

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