Distribution: how git-into-gsoc reaches each assistant

This page is for maintainers. People who want to install the tool should read use git-into-gsoc in your AI assistant.

One repository, every native format

Several assistants read another assistant's plugin format, so a few files cover many tools:

File Read by
.claude-plugin/plugin.json and marketplace.json Claude Code, Cursor, VS Code agent plugins, Devin, Factory Droid, Antigravity's converter, and Codex when .codex-plugin is missing. GitHub Copilot CLI reads the marketplace here
.github/plugin/plugin.json GitHub Copilot CLI, which reads it before .claude-plugin. It names the plugin folder ${PLUGIN_ROOT}, as Copilot's reference does. The awesome-copilot marketplace's checks accept only this location, .plugin/, or a root plugin.json
.codex-plugin/plugin.json Codex. It is read first, and only it can carry Codex's start timeout and the variables to pass on
gemini-extension.json Gemini CLI, Qwen Code, Antigravity's converter
server.json The official MCP registry, and the directories that copy it (Glama, PulseMCP)
glama.json Glama, which lets the GitHub accounts named there claim its listing
skills/git-into-gsoc/ Every host above finds it in the default skills/ folder; npx skills add and gh skill install read it too
.github/workflows/mcp-registry.yml builds git-into-gsoc.mcpb Claude Desktop and other hosts that install MCP bundles

All plugin manifests, server.json, the install buttons in README.md and docs/assistants.md, and the one-click links on the project site (site/index.html) are written from one definition, src/git_into_gsoc/install/distribution.py. The server reads its own description and icons from there too, so assistants and directories show the same name, text, and logo. After changing it:

python scripts/sync_integrations.py           # rewrite the files
python scripts/sync_integrations.py --check   # what the tests run

Launch commands

What happens at release

Release Please bumps version in pyproject.toml, src/git_into_gsoc/__init__.py, the three plugin manifests, gemini-extension.json, and server.json. After the release:

Compatibility checks

scripts/check_agents.py installs the plugin, and with --setup runs git-into-gsoc setup, for every agent command it finds. Each agent gets a throwaway home folder, with token variables removed and no model calls. It then asks the agent what it registered and checks that the server answers. Before installing from a checkout, it also runs each format's own validator: claude plugin validate --profile directory (the checks Anthropic's plugin directory runs on a submission), gemini extensions validate, and, when Node.js is installed, the MCP bundle validator @anthropic-ai/mcpb validate. tests/unit/test_manifests.py checks server.json against a copy of the registry's schema in tests/fixtures/. scripts/mcp_smoke.py is the MCP client the script uses; it works against any launch command:

python scripts/check_agents.py --setup              # this checkout, every agent installed here
python scripts/check_agents.py --remote --only codex  # what people get from GitHub
python scripts/mcp_smoke.py -- uvx --from . git-into-gsoc mcp

.github/workflows/agents.yml runs it on Linux with pinned versions of Claude Code, Codex, Gemini CLI, and Copilot CLI, plus the current Antigravity CLI, Cursor agent CLI, and VS Code from their vendors' installers, whenever the files they read change. It also checks the one-click button configs and the Claude Desktop bundle. Every Monday it also runs with their newest releases and installs from GitHub, because agents change their formats often. Bump the pinned versions in that workflow from time to time.

Where people can find it

Checked on 2026-10-22. Listings change without notice, so re-check before relying on a row.

Listed, nothing to do

Where How it stays current
PyPI Every release since 0.14.1, by trusted publishing
Official MCP registry Every release, by mcp-registry.yml, with the bundle and the PyPI package
Glama Indexed by Glama itself. Not claimed yet (see below)
gh skill search gsoc GitHub code search finds skills/git-into-gsoc/SKILL.md

Waiting on someone else

Where What it reaches State
GitHub MCP registry VS Code's @mcp gallery, Copilot CLI's /mcp search, and the registry setting in JetBrains, Eclipse, and Xcode GitHub adds each new server by hand, then syncs its versions. Requested on 2026-10-22 in github/github-mcp-server discussion 1257; do not post again. Check with curl -s "https://api.mcp.github.com/v0.1/servers?search=git-into-gsoc"
Gemini CLI extension gallery geminicli.com/extensions The repository meets all three rules (public, the gemini-cli-extension topic, gemini-extension.json at the root). The gallery file was last rebuilt on 2026-10-16, before the topic was added. Check https://geminicli.com/extensions.json for anandkaranubc/git-into-gsoc
skills.sh The skills.sh search Lists a skill after people install it with npx skills add anandkaranubc/git-into-gsoc. There is nothing to submit
PulseMCP pulsemcp.com Submissions are paused. It says it will copy servers from the official registry when it reopens
mcp.so Its web catalog Requested on 2026-10-22 in chatmcp/mcpso issue 5950. Check https://mcp.so/server/git-into-gsoc

Needs the owner

Each needs the repository owner's account or decision, and most are reviewed by a person. The files they need are already in the repository unless noted.

Where What it reaches How
Anthropic plugin directory Claude Code's built-in marketplace, so claude plugin install git-into-gsoc works with no --marketplace; also claude.ai and Cowork Submit at claude.ai/directory/manage. Anthropic's publishing page says this needs a paid plan, a person reviews each new listing, and local servers are accepted only inside a plugin, not as an MCP bundle. claude plugin validate . --profile directory passes, and CI runs it. The README lists the network destinations under "Where the results come from" and in sources. Run the portal's Validate first. By Anthropic's pre-submission checklist, expect a reviewer hold, not a refusal, for two data files over 256 KiB (src/git_into_gsoc/data/official_orgs.json and org_signals.json), brand/favicon/favicon.ico, the uvx launcher, and a GitHub token read from the environment. The same checklist blocks an unpinned uvx launcher. Whether it counts uvx --from ${CLAUDE_PLUGIN_ROOT} as unpinned is unknown: the local validator does not check launchers (tried on 2026-10-22 with pinned and unpinned npx and uvx, and it reported the same for all). If Validate reports "Unpinned uvx launcher", the plugin needs another way to start the server, such as uv run --frozen with a committed uv.lock
Glama claim A "claimed by its maintainer" badge and a tool score, which awesome-mcp-servers asks for glama.json at the root names anandkaranubc as maintainer. Sign in to Glama with that GitHub account and select Claim on the listing. The score also needs a Dockerfile set up on Glama's site
Cursor Marketplace and cursor.directory Cursor's plugin browser cursor.com/marketplace/publish (reviewed). cursor.directory/plugins/new: sign in and paste the repository URL
Antigravity marketplace Antigravity The interest form linked from antigravity.google/docs/plugins
MCP Market, mcpservers.org Their web catalogs A form each. Free reviews take from days to six weeks
Cline, Kilo Code Their in-app marketplaces Cline: an issue on cline/mcp-marketplace with a 400x400 PNG logo. Kilo Code: a pull request adding mcps/<id>/MCP.yaml to Kilo-Org/kilo-marketplace
punkpeye/awesome-mcp-servers A long-running list many people read A pull request under Education. Its bot asks for a Glama listing that passes Glama's checks, so claim Glama first
Codex plugin directory Codex and ChatGPT Not open to this project: local MCP servers are accepted only from approved partners

Where GSoC applicants look

Checked on 2026-11-01. Directories above reach people who already use an assistant. The people this tool is for search for "how to prepare for GSoC" and read community lists, so these matter more, and each needs the owner's account or voice.

Where What it reaches How
Google Search The site is not in Google's index: a search for the project name finds nothing, and the site carried no sitemap until 2026-11-01 Verify the site in Google Search Console (an HTML tag in site/index.html or a file in site/), then submit sitemap.xml. Search results show the <title>, which now names what the tool does
GitHub topic pages People browsing gsoc, good-first-issue, and claude-code topics The repository's topics (set with gh repo edit --add-topic). Set on 2026-11-01: gsoc-2027, good-first-issue, beginner-friendly, students, claude-code, codex, cursor, open-source-contribution
gsoc-cn/gsoc-cn (about 960 stars) Chinese-speaking applicants Its README has a list "other resources or communities about Google Summer of Code". A pull request adding one line
SammanSarkar/GSoC_archive_2025 (about 1,000 stars) and gsocguide.vercel.app People reading accepted proposals Its README and site list "blogs, tips, and resources". A pull request or an issue offering one line
The official GSoC Discord and a dev.to or Hashnode post Applicants asking where to start; search results for "GSoC 2027 preparation" are personal posts today One post in the owner's own words that walks through start, with real output. Read each community's rules on self-promotion first, and post once

Looked at, not adopted

Idea Why not
MCP server cards (.well-known, SEP-2127) They describe remote servers only. This server runs on the person's computer
llms.txt on the project site No assistant vendor says it reads one, and a May 2026 study of 137,210 sites found 97% of these files were never requested (https://ahrefs.com/blog/llmstxt-study/)
The Agent Plugins 1.0.0 root plugin.json Codex, Cursor, Copilot, VS Code, and Antigravity read it, but every one of them already installs the current manifests, and Cursor expects a different folder variable (${CURSOR_PLUGIN_ROOT}). Revisit when an assistant stops reading the current formats; the weekly Agents run would show it
A Dockerfile for Docker's MCP catalog The server saves progress to a file on the person's computer, which a throwaway container would lose, and an image is one more thing to keep updated
README buttons for Goose, Raycast, LM Studio, and Cherry Studio Their install links use app schemes such as goose://, which GitHub removes from rendered Markdown. Goose and Raycast document local servers in their links, so the project site offers them instead, generated by site_install_links(). LM Studio's link docs show only remote servers, and Cherry Studio documents its link only in source code, so neither is offered
A github/awesome-copilot listing Requested on 2026-10-22 in github/awesome-copilot issue 5261. A maintainer closed it on 2026-10-26 as too niche for that marketplace. Copilot CLI still installs the plugin from this repository, as assistants shows
A Smithery listing Smithery no longer takes new servers. On 2026-10-22 its CLI's publish was refused with "Updating servers has been removed", and its notice says its API and CLI stop on 2026-10-31, after which smithery.ai lists a curated set of verified servers

Details most forms ask for

Field Value
Name git-into-gsoc
One line (under 100 characters) Evidence-based GSoC preparation: organizations, repositories, free beginner issues, proposals.
Description The DESCRIPTION in src/git_into_gsoc/install/distribution.py
Category Developer tools; education
Logo brand/logo/mark-tile-512.png (512x512). For a 400x400 PNG (Cline), resize it, for example sips -z 400 400 brand/logo/mark-tile-512.png --out logo-400.png on macOS
Repository and license https://github.com/anandkaranubc/git-into-gsoc, MIT
Support https://github.com/anandkaranubc/git-into-gsoc/issues
Privacy policy https://github.com/anandkaranubc/git-into-gsoc/blob/main/docs/privacy.md
Network destinations summerofcode.withgoogle.com, api.gsocorganizations.dev, api.github.com, commits.ecosyste.ms, and each organization's ideas page (read only)
Credentials None required; an optional GitHub token raises the rate limit and is sent only to api.github.com
Install command claude plugin install git-into-gsoc --marketplace anandkaranubc/git-into-gsoc, or the matching command in assistants

Source: docs/distribution.md on GitHub. Corrections are welcome.