Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
让 AI 用自然语言管理 Gitee 仓库:查 star、管 Issue、基于 commit 生成中文 CHANGELOG(原生无此 API)
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.
GITEE_ACCESS_TOKENValues 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": {
"gitee": {
"command": "npx",
"args": [
"-y",
"gitee-mcp"
],
"env": {
"GITEE_ACCESS_TOKEN": "your-value"
}
}
}
}Run this in your terminal
claude mcp add gitee --env GITEE_ACCESS_TOKEN=your-value -- npx -y gitee-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"gitee": {
"command": "npx",
"args": [
"-y",
"gitee-mcp"
],
"env": {
"GITEE_ACCESS_TOKEN": "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": {
"gitee": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"gitee-mcp"
],
"env": {
"GITEE_ACCESS_TOKEN": "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.
These 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 7, 2026
The registry name was verified with the GitHub account PaulSeth, 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: GITEE_ACCESS_TOKEN
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 (0.1.0) reached the registry 2 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: Spec Driven Development, Remote Desktop Commander, Agent Data Tools: Utilities
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
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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.
让任意 AI 模型用自然语言管理 Gitee 仓库的 MCP Server。
一句话就能替你管 Gitee:"social-media-bot-cn-generic 现在多少 star?" "给这几个 issue 打上 bug 标签" "基于最近 commit 帮我生成一份中文 CHANGELOG 贴进 README"。
本 Server 是 MCP(Model Context Protocol) 标准实现,可接入任何支持 MCP 的 AI 客户端(WorkBuddy / Claude Desktop / Cursor / 任意 Agent 框架)。
| 工具 | 作用 |
|---|---|
get_repo_stats | 仓库统计:star / fork / watch / 开放 issue 数 |
list_stargazers | 列出点 star 的用户(⚠️ 需 PAT) |
list_issues | 列出 Issue,支持按状态/标签过滤 |
create_issue | 新建 Issue(收需求/建任务) |
update_issue | 更新 Issue 状态/标签(自动打标签/关单) |
generate_changelog | 基于 commit 生成中文 CHANGELOG(Gitee 无原生 API,靠 commits 组合拼出) |
资源:gitee://repo/{owner}/{repo} —— 返回仓库统计 + 最近 5 条 commit 快照,AI 可直接读取。
npx -y gitee-mcp
首次运行会自动下载;默认 Mock 模式,无需 token 即可演示。
git clone https://gitee.com/jokerbhind/gitee-mcp-server.git
cd gitee-mcp-server npm install npm run build npm start # 默认 Mock 模式,无需 token 即可演示
在 ~/.workbuddy/mcp.json(或对应 MCP 配置)中加入:
{
"mcpServers": { "gitee-mcp-server": { "command": "npx", "args": ["-y", "gitee-mcp"] } } }
或使用本地构建产物(command 用绝对路径的 node,避免客户端不继承 PATH):
{
"mcpServers": { "gitee-mcp-server": { "command": "C:/绝对路径/node.exe", "args": ["H:/绝对路径/gitee-mcp-server/build/index.js"] } } }
复制 .env.example 为 .env 并填入 Gitee 私人令牌:
cp .env.example .env
| 变量 | 说明 |
|---|---|
GITEE_ACCESS_TOKEN | Gitee 私人令牌(设置 → 私人令牌,勾选 projects 权限)。stargazers/subscribers 接口强制鉴权,无 token 会 401 |
GITEE_MODE | 留空=自动判定;mock=强制演示;real=强制真实(缺 token 自动回退 mock 并告警) |
Server 会自动从项目根目录的 `.env` 读取(无需设置 cwd),填好 token 后即自动切 Real 模式。
本项目本身就用 generate_changelog 给 jokerbhind/social-media-bot-cn-generic 生成 CHANGELOG。真实 commit 输出示例:
## CHANGELOG · jokerbhind/social-media-bot-cn-generic
基于最近 1 条 commit 自动生成(Gitee MCP Server)
这就是「gap filler」的溢价逻辑:Gitee 官方没有 CHANGELOG API,本 Server 用现成的
/commits组合出人人想要的能力。
AI 模型 ←→ MCP(STDIO) ←→ GiteeMcpServer
│ GiteeService(Mock/Real 双模式路由) ├─ mock.ts 本地快照(无凭证可演示) └─ api.ts Gitee API v5(填 token 后生效)
Mock 模式让公开仓库也能 npm start 直接演示、被 Glama 自动收录,且不泄露任何凭证。
| 目标 | 状态 | 做法 |
|---|---|---|
| Gitee 公开仓 | ✅ 已上线 | https://gitee.com/jokerbhind/gitee-mcp-server |
| GitHub 镜像仓 | ✅ 已上线 | https://github.com/PaulSeth/gitee-mcp-server |
| npm | ✅ 已发布 v0.1.0 | https://www.npmjs.com/package/gitee-mcp |
| Glama | ✅ 已提交并通过构建检查 | 提交 GitHub 镜像仓 URL 后由 Glama 自动生成镜像跑安全/质量检查 |
| MCP Registry | ⏳ 待发布 | mcp-publisher login github + mcp-publisher publish(读仓库根 server.json) |
本项目的
CHANGELOG.md由 本 Server 的 `generate_changelog` 工具自己生成(dogfood)。
Glama 索引的是 GitHub 仓库,故需先将本仓库镜像到 GitHub 再提交。
comment_on_issue/pr:AI 自动回复webhook_auto_label:监听 Webhook 自动打标签gitee_to_github_mirror:Gitee↔GitHub 双平台镜像list_pulls / merge_pull:PR 管理create_release:基于 CHANGELOG 自动发版MIT © 2026 Paul (Gitee: jokerbhind / GitHub: PaulSeth)