Gitcontribute MCP server
Local-first GitHub contribution research workbench
17 stars98 downloads/wk
Reviews
Write oneNobody has reviewed Gitcontribute yet.
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
- 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
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
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 setupChoose 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 setupPin GitContribute to a project:
npm install --save-dev gitcontribute
npm exec -- gitcontribute setup --mode mcp --codex --token-source none --yesBuild from source with Go 1.26 or newer:
go install github.com/morluto/gitcontribute/cmd/gitcontribute@latestNative 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.
- GitDiagramArchitecture diagrams, explanations and Mermaid source for public GitHub repositories.not reviewedEstablishedA
- GitHubConnect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.not reviewedEstablishedA
Gk CLIThe GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.not reviewedEstablishedB- Agent HarnessesAgent-harness picks, decision guides, setup templates, and skills; live GitHub/HN discovery.not reviewedEstablishedA
uploads.shHost files from coding agents; stage on a branch and attach to GitHub PRs.not reviewedEstablishedA