Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
Nothing to run from here
Git Into GSoC is installed from its publisher's own source and answers where it runs, so this marketplace is not in the path of a single call. There is no address here to send one to, and a panel that pretended otherwise would be showing you an answer we made up. Install it and call it from your own client — the Installation tab has the entry for each one.
94/100
trust score
25
tools declared
local
runs on your machine
—
downloads a day
What it does
Evidence-based GSoC preparation: organizations, repositories, free beginner issues, proposals.
Quickstart
# 1 — add it to Claude Code
claude mcp add --scope user git-into-gsoc-mcp '--' uvx git-into-gsoc mcp
# 2 — ask your agent for something these tools do
# gsoc_program_info, gsoc_journey_guide, gsoc_search_orgs and 22 more
Git Into GSoC costs nothing on mcprush: there is no plan to choose here, no cap to set and nothing mcprush can bill you for.
Publishernot claimed
ANAll 2 servers
anandkaranubc2 servers
1 category
Collected from a public index. Nobody has claimed this account, so nothing here was written by its author — claim it if it is yours.
Installation
Where are you running it?
Every route below installs the same thing and ends at the same approval screen. This one runs on your machine: your client starts Git Into GSoC as a process under your own user, with your files and your network, so the tool surface below is what it can do to your computer rather than to a server somewhere else. Its scan result is on the Security tab — read the surface before you approve it.
Claude Codedeclared by this listing
This is a public server: you run it yourself and this marketplace is not in the path. You need uv (docs.astral.sh/uv): uvx comes with it. Claude Code registers it in one command; --scope user makes it available in every project. The '--' is in quotes so that PowerShell passes it on.
claude mcp add --scope user git-into-gsoc-mcp '--' uvx git-into-gsoc mcpReconnect, or start a new session, and the tools appear in the model’s tool list.
Free on mcprush, and it runs from its publisher’s own package: this marketplace is not in the path, so there is no key of ours to hold and no card to add.
What it writes
One config entry your client uses to start the process locally. A local server runs with your file system and your network, which is why it is priced without metering.
What you approve
25 tools, with what each one reads, writes and reaches shown before you agree — the same list on every route above. Read the tool surface.
Tool surface
What the model actually sees. Descriptions are diffed on every release — see version history.
Read from its source code. A server that builds its tool list when it starts can list more tools than this.
Get GSoC program status, timeline, official links, and anti-spam rules.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| year | integer | no | — |
Return journey phase guidance for GSoC contributors.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| phase | string | no | — |
Rank GSoC mentoring organizations by fit with a contributor's skills and interests.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| query | string | no | — |
| technologies | string | no | — |
| topics | string | no | — |
| category | string | no | — |
| year | integer | no | — |
| limit | integer | no | — |
Full profile for one org: ideas page, contributor guide, channels, GitHub orgs, projects per year, and recent accepted project titles. Accepts the full name or a whole word of it ("mailman"); a word that fits several orgs returns their names to choose from, and an unknown name returns close…
| Parameter | Type | Required | Notes |
|---|---|---|---|
| name | string | yes | — |
| year | integer | no | — |
Search accepted GSoC projects from past years by keyword and/or org.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| query | string | no | — |
| org | string | no | — |
| since | integer | no | — |
| limit | integer | no | — |
Who has mentored a GSoC organization's completed projects in recent archived years, from the official archive: each mentor with years, project count and recent project titles; how many mentors return; the GitHub repositories past projects touched; and the technology tags on past projects. Use it…
| Parameter | Type | Required | Notes |
|---|---|---|---|
| name | string | yes | — |
| years | integer | no | — |
| limit | integer | no | — |
Read a GSoC org's ideas page into structured project ideas: title, description, size (small/medium/large and hours), difficulty, mentors, skills, expected outcome, links, and a confidence flag; plus any AI-use policy sentences found on the page. Ideas are ranked by skills (comma-separated;…
| Parameter | Type | Required | Notes |
|---|---|---|---|
| name | string | yes | — |
| skills | string | no | — |
| size | string | no | — |
| difficulty | string | no | — |
| limit | integer | no | — |
| follow | boolean | no | — |
Will a newcomer's PR land here? Health grade (A-F) with signals and warnings:
| Parameter | Type | Required | Notes |
|---|---|---|---|
| full_name | string | yes | — |
Orientation sheet for a repository the contributor has chosen, built from about 16 cached GitHub calls and containing facts and paths only: top-level code map with file counts and purpose guesses, entry points, the test command CI really runs, README / CONTRIBUTING / architecture docs, active…
| Parameter | Type | Required | Notes |
|---|---|---|---|
| full_name | string | yes | — |
| codetour | boolean | no | — |
Rank a mentoring org's GitHub repositories for a first contribution.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| org | string | yes | — |
| language | string | no | — |
| limit | integer | no | — |
Find beginner issues that are genuinely free to pick up.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| language | string | no | — |
| org | string | no | — |
| repo | string | no | — |
| label | string | no | — |
| scope | string | no | — |
| max_results | integer | no | — |
Check if one issue is free: linked PRs, assignees, claims (with dates), maintainer approval, and caveats. ref: "owner/repo#123", an issue URL, or "owner/repo" + number. A GitLab issue link (gitlab.com, gitlab.gnome.org, ...) gets state, assignees, labels, and merge requests from GitLab's public…
| Parameter | Type | Required | Notes |
|---|---|---|---|
| ref | string | yes | — |
| number | integer | no | — |
Where to start reading the code for one issue, as evidence only (never a fix): files the issue text names (blob links, stack frames, paths, identifiers) resolved against the real tree with a confidence label; GitHub code search hits for unresolved identifiers (needs a token; otherwise ready-made…
| Parameter | Type | Required | Notes |
|---|---|---|---|
| ref | string | yes | — |
| number | integer | no | — |
| similar | integer | no | — |
| code_search | boolean | no | — |
Name the likely cause of failed setup or test output, with what to try next.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | yes | — |
| repo | string | no | — |
Check one pull request against the repository's own rules before review.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| ref | string | yes | — |
Check a message the contributor wrote, before they post it, against the rules for its kind.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| kind | string | yes | — |
| text | string | yes | — |
Skeleton for a message the contributor must write themselves: kind is intro, question, claim, pr, review-reply, status, or final. Returns a template with <placeholders>, the fields that must hold the contributor's own observations, and the rules maintainers and the official guide state, each with…
| Parameter | Type | Required | Notes |
|---|---|---|---|
| kind | string | yes | — |
| org | string | no | — |
| repo | string | no | — |
| issue | string | no | — |
Personalized starting path: matching orgs with evidence, ideas that fit, starter issues, and a learning path.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| github_username | string | no | — |
| technologies | string | no | — |
| interests | string | no | — |
| experience | string | no | — |
| hours_per_week | integer | no | — |
Collect a contributor's real history in an org's repos as proposal evidence.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| github_username | string | yes | — |
| org | string | no | — |
| repo | string | no | — |
Proposal quality checklist grounded in official GSoC guidance.
Takes no parameters.
Check a draft proposal for what organizations reject on. Never rewrites it.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | yes | — |
| github_username | string | no | — |
| verify_links | boolean | no | — |
| ideas_text | string | no | — |
Track local GSoC journey progress.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| action | string | no | — |
| phase | string | no | — |
| value | string | no | — |
What should the contributor do right now? One call that combines the program phase and upcoming deadlines, their saved progress, a live re-check of every tracked issue (reporting status changes such as available -> claimed), beginner issues created in tracked repos and shortlisted orgs since the…
| Parameter | Type | Required | Notes |
|---|---|---|---|
| year | integer | no | — |
| recheck | boolean | no | — |
Write the contributor's weekly note (goal, what happened, links, learned, stuck, next step), or list recent notes when every field is empty. Notes stay local; they feed the gsoc_next reminder and give the contributor material for proposals and mentor updates.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| goal | string | no | — |
| done | string | no | — |
| links | string | no | — |
| learned | string | no | — |
| stuck | string | no | — |
| next_step | string | no | — |
| limit | integer | no | — |
Show GitHub API rate limit status. Set GITHUB_TOKEN for higher limits.
Takes no parameters.
Free
$0 forever
- Every tool, no call limit
- No card, and mcprush charges nothing for it
- Source published under MIT
- Runs on your machine — nothing of it reaches our gateway
- Nothing to cap, because mcprush bills nothing
What counts against your monthly calls
| Tool | Unit | Calls used | Out of the allowance |
|---|
Nothing here is billable: mcprush charges nothing to install Git Into GSoC or to call it, at any volume.
Call allowance · this installenforced at the gateway
Monthly allowance, in calls
—
—
Alert at 80% · then the tool returns a normal MCP error
Used this month: —
ATrust score 94 / 100
Release 0.24.8 · scanned 30 Oct 2026
Two independent axes, because powerful and malicious are different questions. The grade is threat only. The capability level is blast radius, and it is never a penalty on the grade — it is priced as one subtract-only term in the score, where you can see it.
Threat score100
Client score94
Findings8 threat · 0 capability
Capabilityhigh
Coveragesource
Verificationsource
Surface digesta3dffdf12ce80b2bba6ff27397e20028de5e599d60def33a9312852ea3beeac3
Score vectorthreat 100 → client 94
| Term | Level | What it prices | Points |
|---|---|---|---|
| capability-exposure | high | capability blast radius (high) — client exposure if the model is manipulated | −6 |
| verification-discount | source | publisher verification (provenance) — cryptographic build provenance ties the artifact to its source | −0 |
| coverage-honesty | source | inspection depth (source) — how much of the target the scan could see | −0 |
score = clamp(round(threatScore − E_cap − E_ver − E_cov), 0, 100). No model, no opinion, no network call at scoring time: the same methodology version against the same bytes always produces this number, and every line above is a field of the report rather than a summary of it.
What the scan could actually read
A grade is only as meaningful as its coverage, so the scanner publishes its own depth before it publishes its result.
Tool surfaceread
Implementation sourceread
Package metadataread
Live transportnot available
Tools were statically extracted from the published source (25 recovered), not enumerated from a running server. Tool-poisoning, Unicode-smuggling, capability and toxic-flow analysis ran on this inferred surface, but a mis-parsed registration could be missed or mis-attributed, so tool-derived findings are capped below “confirmed”. To grade the real runtime surface, scan the running server: --command "npx -y <package>".
Capability — what it could do if the model were manipulated
Tags derived from each tool’s schema and the implementation, not from what the tool calls itself. high is the level these add up to.
| Tool | Capability tags | Why the tag was assigned |
|---|---|---|
| gsoc_org_mentors | no tags | |
| gsoc_org_ideas | no tags | |
| gsoc_orient_repo | no tags | |
| gsoc_issue_pointers | no tags | |
| gsoc_diagnose | no tags | |
| gsoc_pr_check | no tags | |
| gsoc_check_message | no tags | |
| gsoc_draft | no tags | |
| gsoc_contribution_evidence | no tags | |
| gsoc_next | no tags | |
| gsoc_program_info | no tags | |
| gsoc_journey_guide | no tags | |
| gsoc_search_orgs | no tags | |
| gsoc_org_details | no tags | |
| gsoc_past_projects | no tags | |
| gsoc_evaluate_repo | no tags | |
| gsoc_discover_repos | no tags | |
| gsoc_find_issues | no tags | |
| gsoc_issue_status | no tags | |
| gsoc_recommend_path | no tags | |
| gsoc_proposal_checklist | no tags | |
| gsoc_proposal_check | no tags | |
| gsoc_progress | no tags | |
| gsoc_log | no tags | |
| gsoc_rate_limit | no tags |
Toxic-flow graph
The lethal trifecta, checked as a graph rather than as a checklist: untrusted input, a sensitive source and an external sink have to meet before there is a path worth worrying about.
The public result for this release does not print the flow graph, so there is nothing to show here. That is not the same as "no paths were found": what the scan did read is above, under coverage.
Supply chain and provenance
Integrityfirst-seen
Surface digesta3dffdf12ce80b2b
Scanned2026-10-30
This is the first scan of this surface here, so there is nothing yet to compare it against.
Every result on this tab comes from one deterministic pass over the published package — offline, rule by rule, and auditable line by line above. Same methodology version, same bytes, same score.
Release history
Always latest — the install command names no version, so it installs the newest release when it runs; the current release on file is 0.24.8. Pin a release below and the command asks for exactly that one.
0.24.8
30 Oct 2026
latestNo release note was published with this version.
0.24.7
undated
- The version this listing was on when mcprush began following its releases. The registry was not asked when it shipped, so this row carries no date.
—
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Who can review
One review per account, from a signed-in account that does not publish this listing. Nothing else is asked — you can say what you think before you install it. Publishers can reply once per review, and a review can be edited or deleted by whoever wrote it.
Sign in to write one
Any signed-in account that does not publish Git Into GSoC can review it, once — before installing it or after. A review from an account that has installed it is marked as one.
No reviews yet
Nobody has reviewed this listing. The rating on the card is the mean of the reviews written here and nothing else, so there is no rating until somebody writes the first — which takes a signed-in account that does not publish it, and nothing else.