MCP.Market

Gitcontribute MCP server

by morluto·io.github.morluto/gitcontribute·v3.0.2·17 stars

Local-first GitHub contribution research workbench

A88/100grade A
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Safety scan
A88/100

full report

Adoption
Growing

17 stars98 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Gitcontribute tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-10-14 · same rubric, same numbers if you re-run it

no findings
  • Code scansource not scanned: tarball over 25MB25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 31 days ago12/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 88/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Gitcontribute compares

Against every graded Developer tools MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
88/100
higher than 75% of 1,119 Developer tools servers
GitHub stars
17
more than 86% of 855 Developer tools servers
Downloads a week
98
more than 58% of 436 Developer tools servers with a package

Install Gitcontribute in Claude Code, Cursor or VS Code

Runs npx -y gitcontribute on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add gitcontribute -- npx -y gitcontribute
Add to Cursor

What the publisher says

From the Gitcontribute repository's README, as published. We do not edit it. Read it on GitHub

GitContribute

Contribution research for agents: check repository guidance, related work, code context, and validation before writing a patch.

Quick start · Workflow · CLI · MCP · Safety · Documentation

gitcontribute is available as a CLI, terminal UI, and MCP server for coding agents.

GitHub can show you open issues. It cannot tell you whether an issue is still relevant, already being implemented, appropriate for an outside contributor, or supported by enough evidence to work on safely.

GitContribute collects repository guidance, related issues and pull requests, code context, accepted contribution patterns, and validation results in a local SQLite corpus. Results identify missing or stale coverage.

find work -> understand it -> check competing work -> prove the change -> prepare the handoff

[!IMPORTANT]

GitContribute never writes to GitHub. It prepares local research and drafts

for you to review.

Quick start

Run the guided setup with Node.js 18 or newer:

npx --yes gitcontribute@latest setup

Choose MCP to use GitContribute from a supported coding agent, CLI for the terminal and TUI, or Both. The wizard shows every planned change before applying it. Adding a repository during setup does not contact GitHub or start a sync.

After setup, start with a repository or an exact issue:

Results include source references, coverage gaps, and suggested next steps.

Other installation options

Install a persistent command:

npm install --global gitcontribute@latest
gitcontribute setup

Pin GitContribute to a project:

npm install --save-dev gitcontribute
npm exec -- gitcontribute setup --mode mcp --codex --token-source none --yes

Build from source with Go 1.26 or newer:

go install github.com/morluto/gitcontribute/cmd/gitcontribute@latest

Native npm binaries are included for macOS ARM64/x64, Linux ARM64/x64, and Windows x64. You also need git. The gh CLI is optional and can provide authentication through gh auth token.

Contribution workflow

1. Find a candidate

Search a repository or rank its open issues by available evidence, scope, risks, blockers, and signs that maintainer coordination is needed.

Find contribution candidates in golang/go. Exclude issues with active
implementation work and explain why each remaining candidate is worth
investigating.

The ranking only covers stored observations. Results report incomplete coverage.

2. Research an issue

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Gitcontribute: common questions

Is Gitcontribute MCP server safe?
Yes, by our scan: it is graded A (88/100). Read the Gitcontribute safety report
How do I install Gitcontribute?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Gitcontribute need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Gitcontribute maintained?
The last commit was 51 days ago (2026-09-14). The latest release is v3.0.2.
What can I use instead of Gitcontribute?
Servers from other publishers that do the same job: GitDiagram MCP server, GitHub MCP server and Gk CLI MCP server.
How does Gitcontribute compare with other Developer tools MCP servers?
safety score 88/100 (higher than 75% of 1,119 Developer tools servers); github stars 17 (more than 86% of 855 Developer tools servers); downloads a week 98 (more than 58% of 436 Developer tools servers with a package). Full comparison.

Alternatives to Gitcontribute

Same job from other publishers: the closest match first, then the best rated.

  • GitDiagram
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  • Gk CLI
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    B
  • Agent Harnesses
    Agent-harness picks, decision guides, setup templates, and skills; live GitHub/HN discovery.
    A
  • uploads.sh
    Host files from coding agents; stage on a branch and attach to GitHub PRs.
    A

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