gitlab-mr-mcp vs memory
Side-by-side comparison to help you pick between these two MCP servers.
gitlab-mr-mcp by kopfrechner | memory by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 89 | ★ 85,748 |
| 30d uses | — | — |
| Score | 47 | 77 |
| Official | — | ✓ |
| Categories | Developer ToolsGitHubProductivity | Knowledge GraphAI / LLM ToolsProductivity |
| Language | JavaScript | TypeScript |
| Last commit | this month | this month |
gitlab-mr-mcp · Summary
GitLab MR MCP server allows AI agents to interact with GitLab repositories to manage merge requests and issues.
memory · Summary
An MCP server implementing persistent memory using a local knowledge graph for AI models to remember user information across chats.
gitlab-mr-mcp · Use cases
- AI-powered code review automation where an AI agent analyzes merge requests and provides automated feedback
- Project management assistance through AI that helps track and manage issues across multiple GitLab projects
- Development workflow integration where AI tools can directly interact with GitLab to streamline development processes
memory · Use cases
- Personalizing AI assistant interactions by remembering user preferences, history, and relationships
- Building context-aware chat applications that maintain conversation history
- Creating knowledge bases that persist across AI model sessions
gitlab-mr-mcp · Install
Installation
Using Smithery (Recommended)
npx -y @smithery/cli@latest install @kopfrechner/gitlab-mr-mcp --client claude --config '{"gitlabMrMcpToken":"YOUR_GITLAB_TOKEN", "gitlabMrMcpHost": "YOUR_GITLAB_HOST"}'Manual Installation
- Clone the repository:
git clone https://github.com/kopfrechner/gitlab-mr-mcp.git - Install dependencies:
npm install - Configure your MCP client (e.g., Claude Desktop) with:
{
"mcpServers": {
"gitlab-mr-mcp": {
"command": "node",
"args": ["/path/to/gitlab-mr-mcp/index.js"],
"env": {
"MR_MCP_GITLAB_TOKEN": "your_gitlab_token",
"MR_MCP_GITLAB_HOST": "your_gitlab_host"
}
}
}
}memory · Install
Installation
Claude Desktop
Add to your claude_desktop_config.json:
{
"mcpServers": {
"memory": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-memory"
]
}
}
}VS Code
Use one-click installation buttons or manually configure in .vscode/mcp.json:
{
"servers": {
"memory": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-memory"
]
}
}
}Docker
{
"mcpServers": {
"memory": {
"command": "docker",
"args": ["run", "-i", "-v", "claude-memory:/app/dist", "--rm", "mcp/memory"]
}
}
}