GitHub
GitHub’s official server lets AI read and manage code, issues and pull requests in your account. Use GitHub’s hosted version or run it locally with Docker.
Description from the maker (original English)
GitLab MCP (Model Context Protocol) server for AI agents
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
GITLAB_TOKEN, GITLAB_URL, LARK_WEBHOOK_URL, LARK_SECRET_KEY, LARK_ENABLE_NOTIFICATION, GITLAB_NOTE_MODEValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"gitlab": {
"command": "npx",
"args": [
"-y",
"@dubuqingfeng/gitlab-mcp-server"
],
"env": {
"GITLAB_TOKEN": "your-value",
"GITLAB_URL": "your-value",
"LARK_WEBHOOK_URL": "your-value",
"LARK_SECRET_KEY": "your-value",
"LARK_ENABLE_NOTIFICATION": "your-value",
"GITLAB_NOTE_MODE": "your-value"
}
}
}
}Run this in your terminal
claude mcp add gitlab --env GITLAB_TOKEN=your-value --env GITLAB_URL=your-value --env LARK_WEBHOOK_URL=your-value --env LARK_SECRET_KEY=your-value --env LARK_ENABLE_NOTIFICATION=your-value --env GITLAB_NOTE_MODE=your-value -- npx -y @dubuqingfeng/gitlab-mcp-serverFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"gitlab": {
"command": "npx",
"args": [
"-y",
"@dubuqingfeng/gitlab-mcp-server"
],
"env": {
"GITLAB_TOKEN": "your-value",
"GITLAB_URL": "your-value",
"LARK_WEBHOOK_URL": "your-value",
"LARK_SECRET_KEY": "your-value",
"LARK_ENABLE_NOTIFICATION": "your-value",
"GITLAB_NOTE_MODE": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"gitlab": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@dubuqingfeng/gitlab-mcp-server"
],
"env": {
"GITLAB_TOKEN": "your-value",
"GITLAB_URL": "your-value",
"LARK_WEBHOOK_URL": "your-value",
"LARK_SECRET_KEY": "your-value",
"LARK_ENABLE_NOTIFICATION": "your-value",
"GITLAB_NOTE_MODE": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
GITLAB_URL envLARK_ENABLE_NOTIFICATION envGITLAB_NOTE_MODE envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account dubuqingfeng, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: GITLAB_TOKEN, LARK_WEBHOOK_URL, LARK_SECRET_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 14 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: GitHub, Desktop Commander, Cloudflare MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
GitHub’s official server lets AI read and manage code, issues and pull requests in your account. Use GitHub’s hosted version or run it locally with Docker.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Gitlab Mcp server
支持服务:
GitLab 集成使用 @gitbeaker/rest 库支持获取 Merge Request 信息。
export GITLAB_TOKEN="your_personal_access_token"
export GITLAB_URL="https://gitlab.com" # 可选,默认为 gitlab.com(注意:不需要 /api/v4 后缀)
get_merge_request: 获取特定 MR 的详细信息list_merge_requests: 列出项目的 MR 列表gitlab_code_review: 对 MR 进行综合代码审查gitlab_branch_code_review: 对指定分支进行全面代码审查gitlab_commit_review: 对指定提交进行代码审查get_file_content: 获取仓库中特定文件的内容list_branches: 列出项目的所有分支write_gitlab_mr_note: 在 MR 中写入审查备注(支持灵活的通知模式)@gitbeaker/rest: GitLab API 客户端库详细使用说明请参考 GitLab 文档
支持通过 Lark(飞书)机器人发送通知,可以在写入 GitLab MR 评论时自动发送 Lark 通知。
export LARK_WEBHOOK_URL="https://open.feishu.cn/open-apis/bot/v2/hook/xxx" # Lark 机器人 Webhook URL
export LARK_SECRET_KEY="your_secret_key" # 可选:签名密钥(如果机器人启用了签名验证) export LARK_ENABLE_NOTIFICATION="true" # 可选:是否启用通知,默认为 true export GITLAB_NOTE_MODE="gitlab_only" # 可选:通知模式 - gitlab_only(仅GitLab)、lark_only(仅Lark)、both(两者都发),默认为 gitlab_only
// 使用环境变量配置的默认模式
await write_gitlab_mr_note({ projectId: "group/project", mergeRequestIid: 123, note: "代码审查完成,LGTM!" });
// 明确指定只写入 GitLab await write_gitlab_mr_note({ projectId: "group/project", mergeRequestIid: 123, note: "内部备注", notificationMode: "gitlab_only" });
// 只发送 Lark 通知,不写入 GitLab await write_gitlab_mr_note({ projectId: "group/project", mergeRequestIid: 123, note: "团队通知:代码已审查", notificationMode: "lark_only" });
// 强制两者都执行(覆盖环境变量) await write_gitlab_mr_note({ projectId: "group/project", mergeRequestIid: 123, note: "重要通知", notificationMode: "both" });
智能代码审查规则系统,根据不同项目类型和文件扩展名提供相应的代码审查建议。
get_code_review_rules: 获取适用于特定项目和文件的代码审查规则list_all_code_review_rules: 列出所有可用的代码审查规则get_project_types: 获取支持的项目类型信息支持为特定项目配置专属的代码审查规则:
详细使用说明请参考: