GitHub
GitHubOfficial GitHub server covering repositories, issues, pull requests, code search, and Actions. Ships as a remote endpoint or a local binary, and…
Official GitHub server covering repositories, issues, pull requests, code search, and Actions. Ships as a remote endpoint or a local binary, and lets you scope an agent to read-only or a narrow toolset instead of handing over a broad personal…
GitHub for the ecosystem; GitLab for one tool that runs the whole pipeline.
Both expose repositories, issues, and pipelines to an agent, and they are different products. GitHub's value is where everyone else is: integrations, open source, and an ecosystem of actions. GitLab's value is the single application: repo, CI, registry, and security scanning in one place with one permission model. Choose by what the team already runs, not by the API surface.
| Option | Install | Source |
|---|---|---|
| GitHub |
Repository ↗
|
Official |
| GitLab MCP |
npx -y @zereight/mcp-gitlab@latest
Repository ↗
|
Community |
The team's code and community already live on GitHub, and the agent needs issues and pull requests.
The organisation standardised on GitLab and wants one token and one model for repo, CI, and scanning.
A project going archived, or a maintainer changing the install path, flips this comparison faster than any feature release. Both entries are re-checked weekly, and the date above tells you how much to trust the details.
Official GitHub server covering repositories, issues, pull requests, code search, and Actions. Ships as a remote endpoint or a local binary, and…
Covers the GitLab surface an agent needs day to day: merge requests, issues, pipelines, releases, and wiki pages. Authenticated with a personal…
Slack for what was said; Discourse for what was decided.
Direct API unless your workflow is already shaped like kubectl.
Start with Zapier; move to Make when the bill or the branching demands it.
v0 if you already have a codebase; Replit if you do not.
Memory for facts you want to inspect; AgentDB for fuzzy recall you are willing to distrust.
Claude for long documents and code; ChatGPT for the one subscription that covers images, voice, and browsing too.