原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
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git-into-gsoc

作者:anandkaranubc版本 0.26.2i★ –i在你的电脑上运行
注册名称io.github.anandkaranubc/git-into-gsoc

安装

概览

作者提供的说明(英文原文)

Evidence-based GSoC preparation: organizations, repositories, free beginner issues, proposals.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 开发者工具

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

  • 基础检查:1 项中通过 1 项
  • 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
  • 注册中心没有列出需要填写的密钥。

你需要

  • PyPI已安装 Python 的 uv(用于 uvx 命令)

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

下载作者的 .mcpb 文件

链接指向作者自己的文件;我们不托管也不重新打包它。打开文件后,Claude Desktop 会进行安装。

在终端中运行这条命令

claude mcp add git-into-gsoc -- uvx git-into-gsoc mcp

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "git-into-gsoc": {
      "command": "uvx",
      "args": [
        "git-into-gsoc",
        "mcp"
      ]
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "git-into-gsoc": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "git-into-gsoc",
        "mcp"
      ]
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 anandkaranubc 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    它在你的电脑上运行;我们只能读取互联网端点的工具列表

与“开发者工具”中的其他服务器比较i

  • 星标数多于此分类中其他 1396 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 1396 个服务器的 93% 更新
  • 基础检查结果等于或优于此分类中其他 1396 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

git-into-gsoc 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.26.2)于3天前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 MCPB, Python (uv)。

有什么可以替代它?

同一分类中有:GitHub, Desktop Commander, Cloudflare MCP

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

GitHub

作者:github

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

电脑或云端★ 34,245MIT4天前更新
安装

Desktop Commander

作者:wonderwhy-er

MCP server for terminal commands, file operations, and process management

在你的电脑上运行★ 10,225MIT16天前更新
安装

Cloudflare MCP

作者:cloudflare

Cloudflare MCP servers

在云端运行★ 4,446Apache-2.014个月前更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

git-into-gsoc

Find the [Google Summer of Code](https://summerofcode.withgoogle.com) (GSoC) organizations that fit you, the repositories that merge newcomers' pull requests, and the beginner issues nobody has claimed, with the evidence for each.

Try it in your browser · Install it · Connect your AI assistant · Read the beginner guide

Every season, many first-timers end up in a project that stopped answering, under an issue three people already claimed, or with a proposal that reads like a hundred others. The information to avoid that exists. It is just scattered across the official GSoC site, hundreds of ideas pages, and thousands of issue threads.

git-into-gsoc reads those sources for you and answers the questions newcomers actually ask:

You askIt checks
Which organizations fit me?The official list of organizations, each one's ideas page, and its past years in the archive
Will this project merge my work?Whether outside contributors' pull requests (proposed changes) got merged recently, and how fast
Is this issue really free?The issue's own history: linked pull requests, assignees, and "can I work on this?" comments with their dates
What should I do this week?The program calendar, your shortlist, and the issues you follow

It reads GitHub, and GitLab for most checks. It never invents an organization, an issue, or a date.

Three ways to start

In your browser, with nothing to install

Answer four questions on the start page and get three organizations with the reasons they fit. The ranking is the terminal tool's own code running in your browser, on a snapshot of the official list, so your answers never leave the page. The first visit downloads about 8 MB. You can also browse every organization.

In your terminal, for the whole journey

On macOS, Linux, or Windows with WSL (Windows Subsystem for Linux):

curl -fsSL https://raw.githubusercontent.com/anandkaranubc/git-into-gsoc/main/install.sh | bash

On Windows PowerShell:

irm https://raw.githubusercontent.com/anandkaranubc/git-into-gsoc/main/install.ps1 | iex

You need only an internet connection. If Python is missing, the installer offers uv, a free tool that brings its own Python, and uv adds its folder to your shell's startup file. The installer says what it installs and connects every AI assistant it finds. The install guide has the other ways, a preview option, and how to update or remove it.

Already use uv or pipx? Install the package from PyPI, then connect your assistants:

uv tool install git-into-gsoc    # or: pipx install git-into-gsoc

git-into-gsoc setup

Then open a new terminal and run the command below. It asks four questions like the start page, with your GitHub username in place of your experience. Press Enter to skip any of them.

git-into-gsoc start
In your AI assistant

To add git-into-gsoc as a plugin that updates with your assistant, run one line. Plugins need uv to start the git-into-gsoc server, which your assistant talks to through MCP (the Model Context Protocol, the standard way AI assistants use outside tools). For Claude Code:

claude plugin install git-into-gsoc --marketplace anandkaranubc/git-into-gsoc

Use it in your AI assistant has the line for Codex, GitHub Copilot CLI, Gemini CLI, Antigravity, VS Code, Cursor, Windsurf, and Claude Desktop, and how to update or remove each one.

Then ask in your own words, for example: *"I want to do Google Summer of Code. I know Python and like science. Where do I start?"* The assistant answers from the same live data as the terminal and shows its sources.

One-click buttons add only the server, without the skill (the written guidance that teaches your assistant the GSoC journey). They need uv too, and each installs the newest release:

From first look to first pull request

Each step is one command. The beginner guide explains every step and what to expect, and the website shows recorded runs of several of them.

StepCommandWhat you get
Find your fitgit-into-gsoc startThree organizations, each with the reasons it fits you
Read one closelygit-into-gsoc org "NumFOCUS" --shortlistIts ideas page, chat channels, and past projects, saved to your shortlist
Pick a repositorygit-into-gsoc repos "NumFOCUS"Its repositories ranked by ideas-page mentions, beginner issues, and activity
Check it welcomes yougit-into-gsoc repo OWNER/NAME --trackWhether newcomers' pull requests get merged here, and how fast
Get your bearingsgit-into-gsoc orient OWNER/NAMEWhere the code lives, the test command its automatic checks run, and the house rules
Find a free issuegit-into-gsoc issues --repo OWNER/NAMEBeginner issues with no linked pull request, assignee, or recent claim
Check before you commentgit-into-gsoc issue OWNER/NAME#123 --trackClaims, linked pull requests, assignees, and recent activity
Open your pull requestgit-into-gsoc pr-check OWNER/NAME#456Your pull request checked against the project's own rules
Write your proposalgit-into-gsoc proposal draft.mdWhat organizations reject proposals for, checked against your draft
Come back any timegit-into-gsoc nextDeadlines, changes on the issues you follow, and new beginner issues

OWNER/NAME and the numbers are placeholders for the repository and issue you choose. git-into-gsoc --help lists every command, and most take --output json for scripts.

[!TIP]

These steps use GitHub's API, which allows only 60 requests an hour without signing in, and one pass through the table can use most of them. If you install GitHub's gh tool and run gh auth login once, git-into-gsoc picks it up by itself. Nothing else needs an account.

Why you can trust what it says

  • Evidence, not guesses. Organizations come from the official list and the public archive, and dates from the official site. Every ranked result says why it ranks where it does, and where that reason came from.
  • Honest about limits. A fit says how well the work matches you, never your chance of being accepted. Dates for a year Google has not announced are labelled as estimates. Sources and limitations says what each source cannot tell you.
  • Private by default. The tool reads only public data and never posts, comments, or opens anything for you. Your profile and progress stay in a file on your computer, and the tool sends no telemetry. The website counts page views without cookies. Privacy has the details.
  • No shortcuts. It will not mass-message maintainers, farm trivial pull requests, or write your proposal. It points you to each organization's AI policy and helps you do work you can explain.

How it compares

If you already useWhat this adds
GSoC Organizations, the community archive of past organizationsA ranking for your skills and interests, the repositories inside each organization that merge newcomers' work, and the beginner issues that are still free. The archive is one of this tool's sources
Archives of accepted proposalsLinks to them from ideas, next to each organization's own ideas page and its AI policy
goodfirstissue.dev, up-for-grabs, and other label feedsA read of each issue's history, so you skip the issue three people already claimed
An AI assistant on its ownReal organizations, issues, and dates in place of guesses, with their sources

What we learned from other tools has the full comparison, with sources.

Where to go next

I want to...Start here
Understand GSoC and open source firstBeginner guide
Look up a commandCommand reference
See the tools my assistant getsMCP reference
Know how organizations are rankedHow recommendations work
Fix a setup problemTroubleshooting
Ask a questionOpen an issue

Help build it

git-into-gsoc i

只显示了开头部分;其余内容请在仓库中阅读

问 PopNx