Efficient Gitlab

Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.

binary

Spotdb

Ephemeral data sandbox for AI workflows with guardrails and security

docker

aiclouddata

Anki MCP Server

MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.

node

CalendarMCP

Claude Desktopguide →Vscodeguide →Cursorguide →Windsurfguide →

Hosted Google Calendar MCP server for AI agents. No self-hosting or Google Cloud setup.

aiutilities1 env var

Efficient Gitlab

stdio

Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination

ai developer-tools

Getting Started

npx @getmcp/cli add io.github.detailobsessed/efficient-gitlab

Requires Node.js 18+. Community-contributed server. Review source before installing.

Required Environment Variables

GITLAB_PERSONAL_ACCESS_TOKEN
GitLab personal access token with API scope

Configuration

Config file: ~/Library/Application Support/Claude/claude_desktop_config.json

JSON

{
  "mcpServers": {
    "io.github.detailobsessed/efficient-gitlab": {
      "command": "npx",
      "args": [
        "-y",
        "efficient-gitlab-mcp-server"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "",
        "GITLAB_API_URL": ""
      }
    }
  }
}

Claude Desktop MCP documentation

Related Servers

Tandem Docs

Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.

binary

Spotdb

Ephemeral data sandbox for AI workflows with guardrails and security

docker

aiclouddata

Anki MCP Server

MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.

node

CalendarMCP